Table Data - All Employees: Total Private in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Total Private in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | SMU26280200500000001SA |
| 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 11:18 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 | 90.9401772757 |
| 1990-02-01 | 92.0226510600 |
| 1990-03-01 | 92.4786396930 |
| 1990-04-01 | 93.3127343720 |
| 1990-05-01 | 93.7617852031 |
| 1990-06-01 | 93.7739547966 |
| 1990-07-01 | 93.8638554579 |
| 1990-08-01 | 93.5751903537 |
| 1990-09-01 | 94.0892866995 |
| 1990-10-01 | 93.2964490868 |
| 1990-11-01 | 93.3670446736 |
| 1990-12-01 | 93.0312441518 |
| 1991-01-01 | 93.2370601678 |
| 1991-02-01 | 93.1950879105 |
| 1991-03-01 | 93.3730772686 |
| 1991-04-01 | 93.2937944334 |
| 1991-05-01 | 93.2824412920 |
| 1991-06-01 | 93.7109556207 |
| 1991-07-01 | 93.5444346898 |
| 1991-08-01 | 94.3000340212 |
| 1991-09-01 | 94.8206162782 |
| 1991-10-01 | 95.7956010062 |
| 1991-11-01 | 95.2660339681 |
| 1991-12-01 | 95.4893907713 |
| 1992-01-01 | 95.5310983924 |
| 1992-02-01 | 95.6459274566 |
| 1992-03-01 | 95.8188349550 |
| 1992-04-01 | 95.8903101005 |
| 1992-05-01 | 96.3600784120 |
| 1992-06-01 | 96.5620251212 |
| 1992-07-01 | 96.5478053270 |
| 1992-08-01 | 96.4128929114 |
| 1992-09-01 | 96.1397179267 |
| 1992-10-01 | 95.8991004936 |
| 1992-11-01 | 95.7597485130 |
| 1992-12-01 | 95.9368413506 |
| 1993-01-01 | 97.1220116339 |
| 1993-02-01 | 97.0900754194 |
| 1993-03-01 | 97.3836281520 |
| 1993-04-01 | 96.4053219092 |
| 1993-05-01 | 95.5426085546 |
| 1993-06-01 | 96.0719500163 |
| 1993-07-01 | 96.4339629196 |
| 1993-08-01 | 96.7140951106 |
| 1993-09-01 | 96.9999762377 |
| 1993-10-01 | 98.0142486424 |
| 1993-11-01 | 98.0731497391 |
| 1993-12-01 | 98.2828167260 |
| 1994-01-01 | 98.2044295546 |
| 1994-02-01 | 98.4095581910 |
| 1994-03-01 | 98.6476052246 |
| 1994-04-01 | 99.5249403712 |
| 1994-05-01 | 99.6911869679 |
| 1994-06-01 | 99.8671913003 |
| 1994-07-01 | 100.6934448546 |
| 1994-08-01 | 100.2861884956 |
| 1994-09-01 | 100.6626842570 |
| 1994-10-01 | 100.7061512176 |
| 1994-11-01 | 100.8889548348 |
| 1994-12-01 | 101.3356685283 |
| 1995-01-01 | 101.2266972447 |
| 1995-02-01 | 101.2619548909 |
| 1995-03-01 | 102.0657660082 |
| 1995-04-01 | 101.7035963530 |
| 1995-05-01 | 101.4384802219 |
| 1995-06-01 | 101.7929285186 |
| 1995-07-01 | 101.8978928803 |
| 1995-08-01 | 102.1878699404 |
| 1995-09-01 | 102.5582618985 |
| 1995-10-01 | 101.9785207553 |
| 1995-11-01 | 102.4002837118 |
| 1995-12-01 | 101.9877360488 |
| 1996-01-01 | 102.5812218061 |
| 1996-02-01 | 102.5736014158 |
| 1996-03-01 | 102.1763244628 |
| 1996-04-01 | 101.7498579746 |
| 1996-05-01 | 101.9256495478 |
| 1996-06-01 | 102.5606663205 |
| 1996-07-01 | 102.8023574524 |
| 1996-08-01 | 103.5837902484 |
| 1996-09-01 | 102.6165416031 |
| 1996-10-01 | 103.2539003893 |
| 1996-11-01 | 103.2993032971 |
| 1996-12-01 | 103.5849829558 |
| 1997-01-01 | 103.4488875335 |
| 1997-02-01 | 103.3941902042 |
| 1997-03-01 | 102.9812171063 |
| 1997-04-01 | 103.1130716947 |
| 1997-05-01 | 103.4767712932 |
| 1997-06-01 | 103.0872518171 |
| 1997-07-01 | 103.2275066095 |
| 1997-08-01 | 103.9097771056 |
| 1997-09-01 | 103.0503515761 |
| 1997-10-01 | 102.8187331814 |
| 1997-11-01 | 102.4872830005 |
| 1997-12-01 | 103.0081282347 |
| 1998-01-01 | 103.1306787267 |
| 1998-02-01 | 103.6173256033 |
| 1998-03-01 | 103.7052758230 |
| 1998-04-01 | 103.8433727807 |
| 1998-05-01 | 103.7076830649 |
| 1998-06-01 | 103.2837435770 |
| 1998-07-01 | 102.2327713975 |
| 1998-08-01 | 102.6140451819 |
| 1998-09-01 | 102.7313995115 |
| 1998-10-01 | 103.6818388497 |
| 1998-11-01 | 103.4723217633 |
| 1998-12-01 | 103.4706252084 |
| 1999-01-01 | 102.2485008407 |
| 1999-02-01 | 102.5652384553 |
| 1999-03-01 | 103.1986114839 |
| 1999-04-01 | 104.4621889424 |
| 1999-05-01 | 103.9545746339 |
| 1999-06-01 | 104.5249656386 |
| 1999-07-01 | 104.1355480466 |
| 1999-08-01 | 104.2474472995 |
| 1999-09-01 | 104.0925481150 |
| 1999-10-01 | 106.2380717040 |
| 1999-11-01 | 106.4589280374 |
| 1999-12-01 | 106.4403367856 |
| 2000-01-01 | 106.6729020964 |
| 2000-02-01 | 106.6543909003 |
| 2000-03-01 | 107.1859443503 |
| 2000-04-01 | 105.9808311017 |
| 2000-05-01 | 106.2602664869 |
| 2000-06-01 | 106.5777187152 |
| 2000-07-01 | 106.3320002675 |
| 2000-08-01 | 106.8164943173 |
| 2000-09-01 | 107.6191628069 |
| 2000-10-01 | 107.2853029930 |
| 2000-11-01 | 107.5837194322 |
| 2000-12-01 | 107.3751765126 |
| 2001-01-01 | 105.3474700503 |
| 2001-02-01 | 105.7204413186 |
| 2001-03-01 | 104.4239311090 |
| 2001-04-01 | 105.1336403979 |
| 2001-05-01 | 104.6225206254 |
| 2001-06-01 | 103.8402697937 |
| 2001-07-01 | 104.0400587385 |
| 2001-08-01 | 104.0833967975 |
| 2001-09-01 | 103.8396368281 |
| 2001-10-01 | 104.2775882026 |
| 2001-11-01 | 104.1466951388 |
| 2001-12-01 | 104.2015817515 |
| 2002-01-01 | 103.9195905715 |
| 2002-02-01 | 104.0271365378 |
| 2002-03-01 | 104.8976952312 |
| 2002-04-01 | 105.0514386707 |
| 2002-05-01 | 105.6744989602 |
| 2002-06-01 | 105.8355516968 |
| 2002-07-01 | 106.6210669675 |
| 2002-08-01 | 106.1589335653 |
| 2002-09-01 | 106.0947196052 |
| 2002-10-01 | 106.6208941209 |
| 2002-11-01 | 106.2136307281 |
| 2002-12-01 | 105.8709133962 |
| 2003-01-01 | 107.4982995854 |
| 2003-02-01 | 106.5283792196 |
| 2003-03-01 | 106.5117280115 |
| 2003-04-01 | 106.2652409099 |
| 2003-05-01 | 106.2070387410 |
| 2003-06-01 | 106.6435560696 |
| 2003-07-01 | 106.2474303285 |
| 2003-08-01 | 106.7333585515 |
| 2003-09-01 | 106.2018176444 |
| 2003-10-01 | 105.6046588982 |
| 2003-11-01 | 105.8415541131 |
| 2003-12-01 | 105.4628021575 |
| 2004-01-01 | 106.1693857933 |
| 2004-02-01 | 105.5939617790 |
| 2004-03-01 | 105.7462461763 |
| 2004-04-01 | 106.0052225186 |
| 2004-05-01 | 105.6728513289 |
| 2004-06-01 | 105.7311621704 |
| 2004-07-01 | 106.3470780445 |
| 2004-08-01 | 105.8241249170 |
| 2004-09-01 | 105.8385970896 |
| 2004-10-01 | 105.2642060267 |
| 2004-11-01 | 105.2070934337 |
| 2004-12-01 | 105.4037369415 |
| 2005-01-01 | 105.2899009619 |
| 2005-02-01 | 106.0604616902 |
| 2005-03-01 | 105.8821463336 |
| 2005-04-01 | 107.2107949541 |
| 2005-05-01 | 107.0874208352 |
| 2005-06-01 | 106.2630110440 |
| 2005-07-01 | 106.3889681914 |
| 2005-08-01 | 106.1126987140 |
| 2005-09-01 | 106.4536195438 |
| 2005-10-01 | 106.3145736348 |
| 2005-11-01 | 106.8311960043 |
| 2005-12-01 | 106.9176695282 |
| 2006-01-01 | 106.4112138532 |
| 2006-02-01 | 106.3047731389 |
| 2006-03-01 | 106.5108098360 |
| 2006-04-01 | 106.1609148134 |
| 2006-05-01 | 106.2466277162 |
| 2006-06-01 | 105.8207583344 |
| 2006-07-01 | 105.4233663589 |
| 2006-08-01 | 105.5575361953 |
| 2006-09-01 | 105.9649398688 |
| 2006-10-01 | 106.5825737505 |
| 2006-11-01 | 106.5162207414 |
| 2006-12-01 | 106.6189355766 |
| 2007-01-01 | 106.7103656046 |
| 2007-02-01 | 106.9415808220 |
| 2007-03-01 | 106.8778463470 |
| 2007-04-01 | 106.6639727477 |
| 2007-05-01 | 106.5404252545 |
| 2007-06-01 | 106.6818457950 |
| 2007-07-01 | 106.1981468611 |
| 2007-08-01 | 106.2544431600 |
| 2007-09-01 | 105.8544064326 |
| 2007-10-01 | 105.5639198185 |
| 2007-11-01 | 105.5326693568 |
| 2007-12-01 | 105.5818734652 |
| 2008-01-01 | 106.4811836195 |
| 2008-02-01 | 105.7101593127 |
| 2008-03-01 | 105.6908398653 |
| 2008-04-01 | 105.0096647192 |
| 2008-05-01 | 106.3757322712 |
| 2008-06-01 | 105.3838845856 |
| 2008-07-01 | 105.4134209777 |
| 2008-08-01 | 105.2820407635 |
| 2008-09-01 | 104.1964367644 |
| 2008-10-01 | 104.5057405537 |
| 2008-11-01 | 103.9869946361 |
| 2008-12-01 | 103.3236810769 |
| 2009-01-01 | 102.4279347149 |
| 2009-02-01 | 101.8099614311 |
| 2009-03-01 | 101.0826931563 |
| 2009-04-01 | 100.8023544880 |
| 2009-05-01 | 100.4124046385 |
| 2009-06-01 | 100.0965301537 |
| 2009-07-01 | 100.3715507236 |
| 2009-08-01 | 99.4975255821 |
| 2009-09-01 | 99.3399478941 |
| 2009-10-01 | 99.3079783843 |
| 2009-11-01 | 99.1034850646 |
| 2009-12-01 | 99.0906909872 |
| 2010-01-01 | 99.0816924217 |
| 2010-02-01 | 98.8402285629 |
| 2010-03-01 | 98.3360988907 |
| 2010-04-01 | 98.7728713974 |
| 2010-05-01 | 98.7293359274 |
| 2010-06-01 | 98.8005637966 |
| 2010-07-01 | 98.8227650339 |
| 2010-08-01 | 98.8473834044 |
| 2010-09-01 | 99.0315063956 |
| 2010-10-01 | 99.0904652624 |
| 2010-11-01 | 98.8224844515 |
| 2010-12-01 | 98.6363325759 |
| 2011-01-01 | 98.9524519708 |
| 2011-02-01 | 98.7237116140 |
| 2011-03-01 | 98.9261641779 |
| 2011-04-01 | 99.1150604273 |
| 2011-05-01 | 98.7771798824 |
| 2011-06-01 | 100.3968339051 |
| 2011-07-01 | 101.0072538827 |
| 2011-08-01 | 100.4784745007 |
| 2011-09-01 | 100.8099541895 |
| 2011-10-01 | 100.4974262452 |
| 2011-11-01 | 100.6468458468 |
| 2011-12-01 | 100.3613797811 |
| 2012-01-01 | 100.1103775835 |
| 2012-02-01 | 100.4325119574 |
| 2012-03-01 | 100.7895188313 |
| 2012-04-01 | 101.0335568297 |
| 2012-05-01 | 100.3763381097 |
| 2012-06-01 | 100.1800485809 |
| 2012-07-01 | 100.2689086541 |
| 2012-08-01 | 100.0570083571 |
| 2012-09-01 | 99.8425960224 |
| 2012-10-01 | 99.3216004702 |
| 2012-11-01 | 99.6557529621 |
| 2012-12-01 | 100.3598234848 |
| 2013-01-01 | 100.6993563164 |
| 2013-02-01 | 101.0074595502 |
| 2013-03-01 | 100.8105045628 |
| 2013-04-01 | 100.5013508879 |
| 2013-05-01 | 100.5224853453 |
| 2013-06-01 | 100.9772817786 |
| 2013-07-01 | 101.5964788906 |
| 2013-08-01 | 102.1982153122 |
| 2013-09-01 | 102.3192692764 |
| 2013-10-01 | 102.7392616331 |
| 2013-11-01 | 103.1421873787 |
| 2013-12-01 | 103.1471742923 |
| 2014-01-01 | 102.9639062995 |
| 2014-02-01 | 103.0342604788 |
| 2014-03-01 | 103.0242357950 |
| 2014-04-01 | 103.1679965959 |
| 2014-05-01 | 103.9630954219 |
| 2014-06-01 | 104.2995586305 |
| 2014-07-01 | 104.3051650043 |
| 2014-08-01 | 103.9623461703 |
| 2014-09-01 | 104.0761970811 |
| 2014-10-01 | 104.3149081501 |
| 2014-11-01 | 104.5733511231 |
| 2014-12-01 | 104.8355878756 |
| 2015-01-01 | 105.1481957300 |
| 2015-02-01 | 105.2980042669 |
| 2015-03-01 | 105.1219955374 |
| 2015-04-01 | 106.2434424398 |
| 2015-05-01 | 106.2974897130 |
| 2015-06-01 | 106.3917273290 |
| 2015-07-01 | 106.5447650555 |
| 2015-08-01 | 106.9559243720 |
| 2015-09-01 | 107.2025185762 |
| 2015-10-01 | 107.6960312571 |
| 2015-11-01 | 107.5858241681 |
| 2015-12-01 | 108.2462541839 |
| 2016-01-01 | 108.2812098631 |
| 2016-02-01 | 108.7738875226 |
| 2016-03-01 | 109.2431088952 |
| 2016-04-01 | 110.0230589081 |
| 2016-05-01 | 109.5421830496 |
| 2016-06-01 | 108.3940314871 |
| 2016-07-01 | 110.0277604184 |
| 2016-08-01 | 110.2066194090 |
| 2016-09-01 | 111.0713396473 |
| 2016-10-01 | 110.6983563796 |
| 2016-11-01 | 111.0041255865 |
| 2016-12-01 | 110.7484979295 |
| 2017-01-01 | 111.1130556457 |
| 2017-02-01 | 111.2651201470 |
| 2017-03-01 | 111.0741841018 |
| 2017-04-01 | 110.9926683639 |
| 2017-05-01 | 111.0175777426 |
| 2017-06-01 | 110.8891661510 |
| 2017-07-01 | 110.6049771801 |
| 2017-08-01 | 111.3392235932 |
| 2017-09-01 | 111.5979832535 |
| 2017-10-01 | 111.9604597801 |
| 2017-11-01 | 112.0286136293 |
| 2017-12-01 | 112.0497193103 |
| 2018-01-01 | 112.0104127730 |
| 2018-02-01 | 112.1235559718 |
| 2018-03-01 | 112.8502142196 |
| 2018-04-01 | 112.7652697517 |
| 2018-05-01 | 112.9331020236 |
| 2018-06-01 | 113.7928533273 |
| 2018-07-01 | 113.4444317932 |
| 2018-08-01 | 113.4346186160 |
| 2018-09-01 | 113.5034691754 |
| 2018-10-01 | 113.6481560478 |
| 2018-11-01 | 113.7719576449 |
| 2018-12-01 | 113.8098187025 |
| 2019-01-01 | 114.0557781397 |
| 2019-02-01 | 113.2179801806 |
| 2019-03-01 | 113.8498506291 |
| 2019-04-01 | 113.8357463866 |
| 2019-05-01 | 114.2442697446 |
| 2019-06-01 | 113.9516881088 |
| 2019-07-01 | 113.7889962792 |
| 2019-08-01 | 114.1489570418 |
| 2019-09-01 | 113.7949069878 |
| 2019-10-01 | 113.7715271358 |
| 2019-11-01 | 113.7696245165 |
| 2019-12-01 | 113.9858514394 |
| 2020-01-01 | 114.1957351016 |
| 2020-02-01 | 114.2470490591 |
| 2020-03-01 | 113.8692019239 |
| 2020-04-01 | 91.2745276278 |
| 2020-05-01 | 93.9286742709 |
| 2020-06-01 | 99.9873040606 |
| 2020-07-01 | 103.6936775093 |
| 2020-08-01 | 104.4247811839 |
| 2020-09-01 | 105.2202280396 |
| 2020-10-01 | 106.5719674975 |
| 2020-11-01 | 106.1383911886 |
| 2020-12-01 | 104.9642562947 |
| 2021-01-01 | 104.9678162979 |
| 2021-02-01 | 106.6240838523 |
| 2021-03-01 | 107.4490199894 |
| 2021-04-01 | 106.8004704583 |
| 2021-05-01 | 106.6209101921 |
| 2021-06-01 | 107.0077929234 |
| 2021-07-01 | 109.5637575815 |
| 2021-08-01 | 109.4785626933 |
| 2021-09-01 | 108.6418465570 |
| 2021-10-01 | 109.9356376813 |
| 2021-11-01 | 110.4338657599 |
| 2021-12-01 | 110.9984927184 |
| 2022-01-01 | 110.8365694856 |
| 2022-02-01 | 111.5397289120 |
| 2022-03-01 | 111.9176618186 |
| 2022-04-01 | 112.9402220345 |
| 2022-05-01 | 112.7194664729 |
| 2022-06-01 | 112.6995787665 |
| 2022-07-01 | 113.4179865994 |
| 2022-08-01 | 112.9805252833 |
| 2022-09-01 | 113.6033523031 |
| 2022-10-01 | 113.3453308378 |
| 2022-11-01 | 113.2409365041 |
| 2022-12-01 | 113.8248200192 |
| 2023-01-01 | 114.4334638263 |
| 2023-02-01 | 114.4160596092 |
| 2023-03-01 | 114.6843861822 |
| 2023-04-01 | 114.8087385952 |
| 2023-05-01 | 115.0131867110 |
| 2023-06-01 | 115.0821895414 |
| 2023-07-01 | 114.7436420144 |
| 2023-08-01 | 115.0599346179 |
| 2023-09-01 | 114.7532101933 |
| 2023-10-01 | 115.2298444884 |
| 2023-11-01 | 115.2470865589 |
| 2023-12-01 | 115.1734728708 |
| 2024-01-01 | 115.2136444813 |
| 2024-02-01 | 115.2047451976 |
| 2024-03-01 | 115.5810070390 |
| 2024-04-01 | 115.5072362434 |
| 2024-05-01 | 115.3918726072 |
| 2024-06-01 | 115.5731314254 |
| 2024-07-01 | 115.6997146327 |
| 2024-08-01 | 115.9848704431 |
| 2024-09-01 | 116.1269271867 |
| 2024-10-01 | 116.1948845374 |
| 2024-11-01 | 116.1172251703 |
| 2024-12-01 | 116.3026645485 |
| 2025-01-01 | 116.6096722039 |
| 2025-02-01 | 116.5784614281 |
| 2025-03-01 | 116.4977491269 |
| 2025-04-01 | 116.4152484347 |
| 2025-05-01 | 116.2826304239 |
| 2025-06-01 | 116.4128820626 |
| 2025-07-01 | 116.0685727506 |
| 2025-08-01 | 116.6145087312 |
| 2025-09-01 | 115.7565381697 |
| 2025-10-01 | 115.6633114922 |
| 2025-11-01 | 115.4480242909 |
| 2025-12-01 | 115.4332704488 |
| 2026-01-01 | 115.2156765921 |
| 2026-02-01 | 115.0153945446 |
| 2026-03-01 | 114.9242147717 |
| 2026-04-01 | 115.1252209169 |
| 2026-05-01 | 115.3903905511 |
| 2026-06-01 | 115.4763724731 |
| 2026-07-01 | 115.6473113330 |
| 2026-08-01 | 115.4590167492 |