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 2026-08-01 |
| Last Updated | 2026-09-18 12:12 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 | 8.8650954945 |
| 1990-02-01 | 8.9526112834 |
| 1990-03-01 | 8.6075384349 |
| 1990-04-01 | 9.2035322153 |
| 1990-05-01 | 9.3733024252 |
| 1990-06-01 | 9.4344149262 |
| 1990-07-01 | 9.3993235958 |
| 1990-08-01 | 9.3704979256 |
| 1990-09-01 | 9.2704413602 |
| 1990-10-01 | 9.1292655567 |
| 1990-11-01 | 9.1758305516 |
| 1990-12-01 | 9.1165276262 |
| 1991-01-01 | 8.9752839196 |
| 1991-02-01 | 8.9462867557 |
| 1991-03-01 | 9.0187562087 |
| 1991-04-01 | 8.9937323540 |
| 1991-05-01 | 9.0706879508 |
| 1991-06-01 | 9.1318749849 |
| 1991-07-01 | 9.0969856015 |
| 1991-08-01 | 9.1555020022 |
| 1991-09-01 | 9.2682583279 |
| 1991-10-01 | 9.4325464271 |
| 1991-11-01 | 9.4920701178 |
| 1991-12-01 | 9.5174618486 |
| 1992-01-01 | 9.6010960928 |
| 1992-02-01 | 9.4413474502 |
| 1992-03-01 | 9.4266684695 |
| 1992-04-01 | 9.2760624182 |
| 1992-05-01 | 9.1666095552 |
| 1992-06-01 | 9.1229608545 |
| 1992-07-01 | 9.1865541084 |
| 1992-08-01 | 9.0331578390 |
| 1992-09-01 | 8.8669053063 |
| 1992-10-01 | 9.4367783220 |
| 1992-11-01 | 9.2271121210 |
| 1992-12-01 | 9.2121512380 |
| 1993-01-01 | 9.4318416595 |
| 1993-02-01 | 9.5431784135 |
| 1993-03-01 | 9.5411334786 |
| 1993-04-01 | 9.7587302132 |
| 1993-05-01 | 9.5527690241 |
| 1993-06-01 | 9.5005978038 |
| 1993-07-01 | 9.5716234713 |
| 1993-08-01 | 9.7148266810 |
| 1993-09-01 | 9.6732786187 |
| 1993-10-01 | 9.6411442164 |
| 1993-11-01 | 9.5584398129 |
| 1993-12-01 | 9.4907760096 |
| 1994-01-01 | 9.5796504331 |
| 1994-02-01 | 9.6565105072 |
| 1994-03-01 | 9.5613241305 |
| 1994-04-01 | 9.7375768673 |
| 1994-05-01 | 9.7254653091 |
| 1994-06-01 | 9.7726121126 |
| 1994-07-01 | 9.7633753544 |
| 1994-08-01 | 9.7931332461 |
| 1994-09-01 | 9.9908603269 |
| 1994-10-01 | 9.7402954156 |
| 1994-11-01 | 9.7871153728 |
| 1994-12-01 | 9.8675449252 |
| 1995-01-01 | 9.8237747526 |
| 1995-02-01 | 9.9720592574 |
| 1995-03-01 | 10.1871706681 |
| 1995-04-01 | 10.2127213832 |
| 1995-05-01 | 10.2994502698 |
| 1995-06-01 | 10.4440668874 |
| 1995-07-01 | 10.6583504611 |
| 1995-08-01 | 10.5777668222 |
| 1995-09-01 | 10.6259473626 |
| 1995-10-01 | 10.5246545759 |
| 1995-11-01 | 10.5919176072 |
| 1995-12-01 | 10.8416539800 |
| 1996-01-01 | 10.8687099299 |
| 1996-02-01 | 10.8010106849 |
| 1996-03-01 | 10.8147696215 |
| 1996-04-01 | 10.6871593825 |
| 1996-05-01 | 10.8785639588 |
| 1996-06-01 | 10.9120393049 |
| 1996-07-01 | 10.8568524633 |
| 1996-08-01 | 10.8660262043 |
| 1996-09-01 | 10.7720667738 |
| 1996-10-01 | 11.0934507356 |
| 1996-11-01 | 11.1886293386 |
| 1996-12-01 | 11.2205523594 |
| 1997-01-01 | 10.9914074241 |
| 1997-02-01 | 11.0271913003 |
| 1997-03-01 | 11.0531735778 |
| 1997-04-01 | 11.1857298423 |
| 1997-05-01 | 11.2643961600 |
| 1997-06-01 | 11.1808476997 |
| 1997-07-01 | 11.1461473264 |
| 1997-08-01 | 11.1559156633 |
| 1997-09-01 | 11.1106312456 |
| 1997-10-01 | 11.0497457797 |
| 1997-11-01 | 11.0655017216 |
| 1997-12-01 | 11.0206780006 |
| 1998-01-01 | 11.4218560138 |
| 1998-02-01 | 11.2504619938 |
| 1998-03-01 | 11.1930967980 |
| 1998-04-01 | 11.0990498820 |
| 1998-05-01 | 10.7549313895 |
| 1998-06-01 | 10.6514249176 |
| 1998-07-01 | 10.7335355521 |
| 1998-08-01 | 10.7258417657 |
| 1998-09-01 | 10.6315609715 |
| 1998-10-01 | 10.8115919686 |
| 1998-11-01 | 10.7401920573 |
| 1998-12-01 | 10.7372271286 |
| 1999-01-01 | 10.8544256367 |
| 1999-02-01 | 10.7674014711 |
| 1999-03-01 | 10.8313553695 |
| 1999-04-01 | 11.0288464906 |
| 1999-05-01 | 10.9468037332 |
| 1999-06-01 | 11.1310082421 |
| 1999-07-01 | 10.9167179262 |
| 1999-08-01 | 10.8858420470 |
| 1999-09-01 | 10.7225850500 |
| 1999-10-01 | 10.9781571788 |
| 1999-11-01 | 10.9191320256 |
| 1999-12-01 | 11.0650064509 |
| 2000-01-01 | 10.9933566735 |
| 2000-02-01 | 10.9960998988 |
| 2000-03-01 | 10.9554390516 |
| 2000-04-01 | 11.0636372313 |
| 2000-05-01 | 11.5337242223 |
| 2000-06-01 | 11.5063260819 |
| 2000-07-01 | 11.6065658307 |
| 2000-08-01 | 11.5481505252 |
| 2000-09-01 | 11.8863242309 |
| 2000-10-01 | 11.4750927795 |
| 2000-11-01 | 11.5132449116 |
| 2000-12-01 | 11.3881993665 |
| 2001-01-01 | 11.4148495425 |
| 2001-02-01 | 11.7201134365 |
| 2001-03-01 | 11.5627782996 |
| 2001-04-01 | 11.4000100373 |
| 2001-05-01 | 11.3127739304 |
| 2001-06-01 | 11.3924442888 |
| 2001-07-01 | 11.4060837823 |
| 2001-08-01 | 11.6374001501 |
| 2001-09-01 | 11.4365789662 |
| 2001-10-01 | 11.5820363985 |
| 2001-11-01 | 11.7194064993 |
| 2001-12-01 | 11.7049864419 |
| 2002-01-01 | 11.5239736640 |
| 2002-02-01 | 11.5391943827 |
| 2002-03-01 | 11.5517006813 |
| 2002-04-01 | 11.6131220170 |
| 2002-05-01 | 11.6861369962 |
| 2002-06-01 | 11.5769796302 |
| 2002-07-01 | 11.6331783377 |
| 2002-08-01 | 11.6525202742 |
| 2002-09-01 | 11.7990382880 |
| 2002-10-01 | 11.6132383027 |
| 2002-11-01 | 11.4286352786 |
| 2002-12-01 | 11.4023204207 |
| 2003-01-01 | 11.7092257585 |
| 2003-02-01 | 11.4367299017 |
| 2003-03-01 | 11.2293636979 |
| 2003-04-01 | 11.6079018747 |
| 2003-05-01 | 11.7697142508 |
| 2003-06-01 | 11.8804009037 |
| 2003-07-01 | 11.9640639947 |
| 2003-08-01 | 12.0851798337 |
| 2003-09-01 | 12.1821684877 |
| 2003-10-01 | 11.9358184232 |
| 2003-11-01 | 12.0492635896 |
| 2003-12-01 | 11.8883466909 |
| 2004-01-01 | 13.0741323638 |
| 2004-02-01 | 13.0244890739 |
| 2004-03-01 | 13.0180443604 |
| 2004-04-01 | 12.9012130220 |
| 2004-05-01 | 12.6517515534 |
| 2004-06-01 | 12.5661517201 |
| 2004-07-01 | 12.6023069331 |
| 2004-08-01 | 12.4235929989 |
| 2004-09-01 | 12.5804307609 |
| 2004-10-01 | 12.7768904245 |
| 2004-11-01 | 12.6655558365 |
| 2004-12-01 | 12.8595594557 |
| 2005-01-01 | 12.8213651562 |
| 2005-02-01 | 12.8031622641 |
| 2005-03-01 | 12.9129967264 |
| 2005-04-01 | 13.2107368400 |
| 2005-05-01 | 13.1452365078 |
| 2005-06-01 | 13.1643799344 |
| 2005-07-01 | 12.9157702779 |
| 2005-08-01 | 12.9463829670 |
| 2005-09-01 | 12.6967773224 |
| 2005-10-01 | 13.0070734942 |
| 2005-11-01 | 13.1810089740 |
| 2005-12-01 | 13.2293420820 |
| 2006-01-01 | 13.1721691355 |
| 2006-02-01 | 13.2775025141 |
| 2006-03-01 | 13.4187313737 |
| 2006-04-01 | 13.1439939211 |
| 2006-05-01 | 13.0393730649 |
| 2006-06-01 | 13.0580262044 |
| 2006-07-01 | 13.2168108342 |
| 2006-08-01 | 13.2458084352 |
| 2006-09-01 | 13.2238077599 |
| 2006-10-01 | 13.3399832337 |
| 2006-11-01 | 13.2779318292 |
| 2006-12-01 | 13.3042846259 |
| 2007-01-01 | 13.3315707000 |
| 2007-02-01 | 13.4541690986 |
| 2007-03-01 | 13.4179455894 |
| 2007-04-01 | 13.5915097111 |
| 2007-05-01 | 13.7573450693 |
| 2007-06-01 | 13.8755995960 |
| 2007-07-01 | 13.6884714765 |
| 2007-08-01 | 13.7164246399 |
| 2007-09-01 | 13.8420304996 |
| 2007-10-01 | 13.6517281630 |
| 2007-11-01 | 13.6807022088 |
| 2007-12-01 | 13.6943482915 |
| 2008-01-01 | 13.8035311167 |
| 2008-02-01 | 13.5467698181 |
| 2008-03-01 | 13.8197891577 |
| 2008-04-01 | 13.5509094257 |
| 2008-05-01 | 13.4789062597 |
| 2008-06-01 | 13.3794456133 |
| 2008-07-01 | 13.4486140439 |
| 2008-08-01 | 13.4727092207 |
| 2008-09-01 | 13.3396678593 |
| 2008-10-01 | 13.3682594154 |
| 2008-11-01 | 13.3929385402 |
| 2008-12-01 | 13.4034199799 |
| 2009-01-01 | 13.3898807764 |
| 2009-02-01 | 13.4440494033 |
| 2009-03-01 | 13.3002031702 |
| 2009-04-01 | 13.2877161718 |
| 2009-05-01 | 13.4161031890 |
| 2009-06-01 | 13.2974923992 |
| 2009-07-01 | 13.3082832554 |
| 2009-08-01 | 12.8264426294 |
| 2009-09-01 | 13.1376355094 |
| 2009-10-01 | 13.2667784651 |
| 2009-11-01 | 13.3156554907 |
| 2009-12-01 | 13.1069094365 |
| 2010-01-01 | 13.0878155652 |
| 2010-02-01 | 13.0452700826 |
| 2010-03-01 | 12.9890897418 |
| 2010-04-01 | 12.8081048236 |
| 2010-05-01 | 12.6447872659 |
| 2010-06-01 | 12.5982005282 |
| 2010-07-01 | 12.5936066899 |
| 2010-08-01 | 12.4953561729 |
| 2010-09-01 | 12.5309643031 |
| 2010-10-01 | 12.3580458645 |
| 2010-11-01 | 12.3312484340 |
| 2010-12-01 | 12.3140355641 |
| 2011-01-01 | 12.2984249717 |
| 2011-02-01 | 12.1394452780 |
| 2011-03-01 | 12.2772171849 |
| 2011-04-01 | 12.2035552044 |
| 2011-05-01 | 12.1776221613 |
| 2011-06-01 | 12.4959906084 |
| 2011-07-01 | 12.5963542686 |
| 2011-08-01 | 12.6840630365 |
| 2011-09-01 | 12.7262161720 |
| 2011-10-01 | 12.4350523187 |
| 2011-11-01 | 12.3411194551 |
| 2011-12-01 | 12.2239943833 |
| 2012-01-01 | 12.4021221852 |
| 2012-02-01 | 12.6324457909 |
| 2012-03-01 | 12.6788077082 |
| 2012-04-01 | 12.7958318865 |
| 2012-05-01 | 12.7982181138 |
| 2012-06-01 | 12.6796519408 |
| 2012-07-01 | 12.7116324021 |
| 2012-08-01 | 12.7973195701 |
| 2012-09-01 | 12.7153556831 |
| 2012-10-01 | 12.8024991088 |
| 2012-11-01 | 12.8467079471 |
| 2012-12-01 | 13.0527152708 |
| 2013-01-01 | 13.0003786079 |
| 2013-02-01 | 12.9196638700 |
| 2013-03-01 | 12.8820515395 |
| 2013-04-01 | 12.8687257852 |
| 2013-05-01 | 12.8116689222 |
| 2013-06-01 | 12.8709061299 |
| 2013-07-01 | 12.8315008863 |
| 2013-08-01 | 13.0285962736 |
| 2013-09-01 | 13.1120694512 |
| 2013-10-01 | 13.0733049231 |
| 2013-11-01 | 13.1362185363 |
| 2013-12-01 | 13.0871781981 |
| 2014-01-01 | 12.9881597107 |
| 2014-02-01 | 12.9996657569 |
| 2014-03-01 | 12.9847616652 |
| 2014-04-01 | 13.0473562288 |
| 2014-05-01 | 13.3226615464 |
| 2014-06-01 | 13.1653212913 |
| 2014-07-01 | 13.0528074113 |
| 2014-08-01 | 12.9670805316 |
| 2014-09-01 | 12.9093110281 |
| 2014-10-01 | 13.0424289316 |
| 2014-11-01 | 13.0094980461 |
| 2014-12-01 | 13.0289037609 |
| 2015-01-01 | 13.0887769526 |
| 2015-02-01 | 13.0827699958 |
| 2015-03-01 | 13.0812368440 |
| 2015-04-01 | 13.0221712753 |
| 2015-05-01 | 13.1301411227 |
| 2015-06-01 | 13.0556283724 |
| 2015-07-01 | 13.1753079995 |
| 2015-08-01 | 13.0972781084 |
| 2015-09-01 | 13.2088974747 |
| 2015-10-01 | 13.3301555560 |
| 2015-11-01 | 13.1829333152 |
| 2015-12-01 | 13.1598933045 |
| 2016-01-01 | 13.3866901126 |
| 2016-02-01 | 13.3798880137 |
| 2016-03-01 | 13.3693824386 |
| 2016-04-01 | 13.5138089347 |
| 2016-05-01 | 13.4288335728 |
| 2016-06-01 | 13.1401197001 |
| 2016-07-01 | 13.6963083886 |
| 2016-08-01 | 13.6068925848 |
| 2016-09-01 | 13.8070083215 |
| 2016-10-01 | 13.6293263270 |
| 2016-11-01 | 13.7782538663 |
| 2016-12-01 | 13.6763863495 |
| 2017-01-01 | 13.6919378014 |
| 2017-02-01 | 13.9763627762 |
| 2017-03-01 | 13.9665663936 |
| 2017-04-01 | 13.7008623422 |
| 2017-05-01 | 13.6185464146 |
| 2017-06-01 | 13.6250328550 |
| 2017-07-01 | 13.6145726968 |
| 2017-08-01 | 13.6018055759 |
| 2017-09-01 | 13.6118999791 |
| 2017-10-01 | 13.7388418314 |
| 2017-11-01 | 13.7894338772 |
| 2017-12-01 | 13.7777081280 |
| 2018-01-01 | 13.6907488454 |
| 2018-02-01 | 13.7774594833 |
| 2018-03-01 | 13.8652076027 |
| 2018-04-01 | 13.8940476706 |
| 2018-05-01 | 13.9083097126 |
| 2018-06-01 | 13.9037883344 |
| 2018-07-01 | 13.8260906907 |
| 2018-08-01 | 13.9925206996 |
| 2018-09-01 | 13.9287728121 |
| 2018-10-01 | 13.8445675648 |
| 2018-11-01 | 13.9116503510 |
| 2018-12-01 | 13.8657413836 |
| 2019-01-01 | 13.9007527667 |
| 2019-02-01 | 13.7742248117 |
| 2019-03-01 | 13.8667302095 |
| 2019-04-01 | 13.7802276237 |
| 2019-05-01 | 13.9060740789 |
| 2019-06-01 | 13.8784219755 |
| 2019-07-01 | 13.7137258360 |
| 2019-08-01 | 13.7917110522 |
| 2019-09-01 | 13.7651006894 |
| 2019-10-01 | 13.6440318603 |
| 2019-11-01 | 13.6409770950 |
| 2019-12-01 | 13.7542556615 |
| 2020-01-01 | 13.7039280220 |
| 2020-02-01 | 13.7793444441 |
| 2020-03-01 | 13.4687366828 |
| 2020-04-01 | 7.1608438465 |
| 2020-05-01 | 8.0007786510 |
| 2020-06-01 | 9.4491666498 |
| 2020-07-01 | 10.7801178177 |
| 2020-08-01 | 10.8000543152 |
| 2020-09-01 | 10.9143423816 |
| 2020-10-01 | 11.0444110062 |
| 2020-11-01 | 10.8802657731 |
| 2020-12-01 | 9.2469645873 |
| 2021-01-01 | 9.4050965376 |
| 2021-02-01 | 10.6747152280 |
| 2021-03-01 | 10.7725880475 |
| 2021-04-01 | 10.8338999386 |
| 2021-05-01 | 10.8983182849 |
| 2021-06-01 | 11.0295959936 |
| 2021-07-01 | 11.8334587565 |
| 2021-08-01 | 11.9120899692 |
| 2021-09-01 | 11.5577503908 |
| 2021-10-01 | 12.0466496585 |
| 2021-11-01 | 12.3098808537 |
| 2021-12-01 | 12.2565617068 |
| 2022-01-01 | 12.2074393436 |
| 2022-02-01 | 12.4793960884 |
| 2022-03-01 | 12.5757713117 |
| 2022-04-01 | 12.5084668741 |
| 2022-05-01 | 12.3856843481 |
| 2022-06-01 | 12.3033614049 |
| 2022-07-01 | 12.6942504444 |
| 2022-08-01 | 12.6068390123 |
| 2022-09-01 | 12.6044529961 |
| 2022-10-01 | 12.9686998667 |
| 2022-11-01 | 13.0191302831 |
| 2022-12-01 | 13.1628039653 |
| 2023-01-01 | 13.2224631816 |
| 2023-02-01 | 13.1871486144 |
| 2023-03-01 | 13.2739080656 |
| 2023-04-01 | 13.4919200129 |
| 2023-05-01 | 13.4709747216 |
| 2023-06-01 | 13.4931038381 |
| 2023-07-01 | 13.4618497635 |
| 2023-08-01 | 13.3840564161 |
| 2023-09-01 | 13.3330752218 |
| 2023-10-01 | 13.0940233793 |
| 2023-11-01 | 13.2143543484 |
| 2023-12-01 | 13.2729119933 |
| 2024-01-01 | 13.3345205416 |
| 2024-02-01 | 13.3116820302 |
| 2024-03-01 | 13.2810020897 |
| 2024-04-01 | 13.1872699986 |
| 2024-05-01 | 13.2462427234 |
| 2024-06-01 | 13.1827930569 |
| 2024-07-01 | 13.1426834078 |
| 2024-08-01 | 13.1422818904 |
| 2024-09-01 | 13.2485481205 |
| 2024-10-01 | 13.2301436123 |
| 2024-11-01 | 13.2080443940 |
| 2024-12-01 | 13.1782014287 |
| 2025-01-01 | 13.2438413213 |
| 2025-02-01 | 13.3274923629 |
| 2025-03-01 | 13.2879706006 |
| 2025-04-01 | 13.2963079158 |
| 2025-05-01 | 13.3266119060 |
| 2025-06-01 | 13.3891641284 |
| 2025-07-01 | 13.1294379816 |
| 2025-08-01 | 13.2040918452 |
| 2025-09-01 | 12.8438818409 |
| 2025-10-01 | 12.7481848510 |
| 2025-11-01 | 12.9029196741 |
| 2025-12-01 | 12.7898172584 |
| 2026-01-01 | 12.6508585427 |
| 2026-02-01 | 12.5405840732 |
| 2026-03-01 | 12.5963132158 |
| 2026-04-01 | 12.6079383948 |
| 2026-05-01 | 12.6139420852 |
| 2026-06-01 | 12.5905462537 |
| 2026-07-01 | 12.8242770508 |
| 2026-08-01 | 12.8695941586 |