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 2026-09-01 |
| Last Updated | 2026-10-20 10:28 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 | 90.9401769447 |
| 1990-02-01 | 92.0226506725 |
| 1990-03-01 | 92.4786386084 |
| 1990-04-01 | 93.3127343347 |
| 1990-05-01 | 93.7617851112 |
| 1990-06-01 | 93.7739549805 |
| 1990-07-01 | 93.8638547994 |
| 1990-08-01 | 93.5751908433 |
| 1990-09-01 | 94.0892878370 |
| 1990-10-01 | 93.2964494951 |
| 1990-11-01 | 93.3670448605 |
| 1990-12-01 | 93.0312448488 |
| 1991-01-01 | 93.2370598706 |
| 1991-02-01 | 93.1950871880 |
| 1991-03-01 | 93.3730754452 |
| 1991-04-01 | 93.2937938728 |
| 1991-05-01 | 93.2824408932 |
| 1991-06-01 | 93.7109559229 |
| 1991-07-01 | 93.5444346403 |
| 1991-08-01 | 94.3000352190 |
| 1991-09-01 | 94.8206182174 |
| 1991-10-01 | 95.7956020644 |
| 1991-11-01 | 95.2660347770 |
| 1991-12-01 | 95.4893917053 |
| 1992-01-01 | 95.5310981259 |
| 1992-02-01 | 95.6459260678 |
| 1992-03-01 | 95.8188276857 |
| 1992-04-01 | 95.8903085582 |
| 1992-05-01 | 96.3600778571 |
| 1992-06-01 | 96.5620265764 |
| 1992-07-01 | 96.5478076710 |
| 1992-08-01 | 96.4128968792 |
| 1992-09-01 | 96.1397221466 |
| 1992-10-01 | 95.8991027618 |
| 1992-11-01 | 95.7597495296 |
| 1992-12-01 | 95.9368415247 |
| 1993-01-01 | 97.1220104672 |
| 1993-02-01 | 97.0900719830 |
| 1993-03-01 | 97.3836138123 |
| 1993-04-01 | 96.4053194842 |
| 1993-05-01 | 95.5426054867 |
| 1993-06-01 | 96.0719489031 |
| 1993-07-01 | 96.4339624266 |
| 1993-08-01 | 96.7141317811 |
| 1993-09-01 | 96.9999758161 |
| 1993-10-01 | 98.0142463995 |
| 1993-11-01 | 98.0731468272 |
| 1993-12-01 | 98.2828139282 |
| 1994-01-01 | 98.2044266178 |
| 1994-02-01 | 98.4095528716 |
| 1994-03-01 | 98.6475841160 |
| 1994-04-01 | 99.5249371326 |
| 1994-05-01 | 99.6911808047 |
| 1994-06-01 | 99.8671860134 |
| 1994-07-01 | 100.6934380136 |
| 1994-08-01 | 100.2862862024 |
| 1994-09-01 | 100.6626741250 |
| 1994-10-01 | 100.7061401003 |
| 1994-11-01 | 100.8889284525 |
| 1994-12-01 | 101.3356611538 |
| 1995-01-01 | 101.2266917050 |
| 1995-02-01 | 101.2619482759 |
| 1995-03-01 | 102.0657441694 |
| 1995-04-01 | 101.7035957868 |
| 1995-05-01 | 101.4384773912 |
| 1995-06-01 | 101.7929282024 |
| 1995-07-01 | 101.8978753070 |
| 1995-08-01 | 102.1880362818 |
| 1995-09-01 | 102.5582463777 |
| 1995-10-01 | 101.9784664678 |
| 1995-11-01 | 102.4002232621 |
| 1995-12-01 | 101.9877075934 |
| 1996-01-01 | 102.5812621750 |
| 1996-02-01 | 102.5735869967 |
| 1996-03-01 | 102.1762894182 |
| 1996-04-01 | 101.7498698892 |
| 1996-05-01 | 101.9256494739 |
| 1996-06-01 | 102.5606762449 |
| 1996-07-01 | 102.8023426345 |
| 1996-08-01 | 103.5840137451 |
| 1996-09-01 | 102.6165590834 |
| 1996-10-01 | 103.2537643892 |
| 1996-11-01 | 103.2991862374 |
| 1996-12-01 | 103.5849245729 |
| 1997-01-01 | 103.4489752423 |
| 1997-02-01 | 103.3941760443 |
| 1997-03-01 | 102.9811699904 |
| 1997-04-01 | 103.1131097675 |
| 1997-05-01 | 103.4767861299 |
| 1997-06-01 | 103.0872840507 |
| 1997-07-01 | 103.2275048338 |
| 1997-08-01 | 103.9100308648 |
| 1997-09-01 | 103.0504028489 |
| 1997-10-01 | 102.8185052608 |
| 1997-11-01 | 102.4871002500 |
| 1997-12-01 | 103.0079965201 |
| 1998-01-01 | 103.1308794952 |
| 1998-02-01 | 103.6172998108 |
| 1998-03-01 | 103.7052029686 |
| 1998-04-01 | 103.8434559554 |
| 1998-05-01 | 103.7077216797 |
| 1998-06-01 | 103.2837971325 |
| 1998-07-01 | 102.2327925371 |
| 1998-08-01 | 102.6142890177 |
| 1998-09-01 | 102.7314803685 |
| 1998-10-01 | 103.6815503467 |
| 1998-11-01 | 103.4720797666 |
| 1998-12-01 | 103.4704330258 |
| 1999-01-01 | 102.2487647410 |
| 1999-02-01 | 102.5652100431 |
| 1999-03-01 | 103.1985316714 |
| 1999-04-01 | 104.4623129324 |
| 1999-05-01 | 103.9546444400 |
| 1999-06-01 | 104.5250427721 |
| 1999-07-01 | 104.1355955160 |
| 1999-08-01 | 104.2476330405 |
| 1999-09-01 | 104.0926314133 |
| 1999-10-01 | 106.2377733556 |
| 1999-11-01 | 106.4586786088 |
| 1999-12-01 | 106.4400457063 |
| 2000-01-01 | 106.6732439526 |
| 2000-02-01 | 106.6543596243 |
| 2000-03-01 | 107.1858614235 |
| 2000-04-01 | 105.9809835041 |
| 2000-05-01 | 106.2603527068 |
| 2000-06-01 | 106.5777999527 |
| 2000-07-01 | 106.3320693472 |
| 2000-08-01 | 106.8166096215 |
| 2000-09-01 | 107.6192454178 |
| 2000-10-01 | 107.2850408686 |
| 2000-11-01 | 107.5834993954 |
| 2000-12-01 | 107.3748465376 |
| 2001-01-01 | 105.3477759444 |
| 2001-02-01 | 105.7204269061 |
| 2001-03-01 | 104.4238733606 |
| 2001-04-01 | 105.1337918513 |
| 2001-05-01 | 104.6226135304 |
| 2001-06-01 | 103.8403467535 |
| 2001-07-01 | 104.0401280312 |
| 2001-08-01 | 104.0834545692 |
| 2001-09-01 | 103.8396855238 |
| 2001-10-01 | 104.2774081222 |
| 2001-11-01 | 104.1465343165 |
| 2001-12-01 | 104.2012274862 |
| 2002-01-01 | 103.9198616792 |
| 2002-02-01 | 104.0271301248 |
| 2002-03-01 | 104.8976623356 |
| 2002-04-01 | 105.0515724441 |
| 2002-05-01 | 105.6745831229 |
| 2002-06-01 | 105.8356089242 |
| 2002-07-01 | 106.6211152293 |
| 2002-08-01 | 106.1589588497 |
| 2002-09-01 | 106.0947315998 |
| 2002-10-01 | 106.6208028258 |
| 2002-11-01 | 106.2135324799 |
| 2002-12-01 | 105.8706302881 |
| 2003-01-01 | 107.4984567552 |
| 2003-02-01 | 106.5283863637 |
| 2003-03-01 | 106.5117295260 |
| 2003-04-01 | 106.2653341852 |
| 2003-05-01 | 106.2071045828 |
| 2003-06-01 | 106.6435969199 |
| 2003-07-01 | 106.2474521919 |
| 2003-08-01 | 106.7333622723 |
| 2003-09-01 | 106.2018048332 |
| 2003-10-01 | 105.6046323734 |
| 2003-11-01 | 105.8415184115 |
| 2003-12-01 | 105.4625819456 |
| 2004-01-01 | 106.1694813324 |
| 2004-02-01 | 105.5939734828 |
| 2004-03-01 | 105.7462619287 |
| 2004-04-01 | 106.0052775225 |
| 2004-05-01 | 105.6728895242 |
| 2004-06-01 | 105.7311834907 |
| 2004-07-01 | 106.3470788281 |
| 2004-08-01 | 105.8241253185 |
| 2004-09-01 | 105.8385909634 |
| 2004-10-01 | 105.2641979586 |
| 2004-11-01 | 105.2070888369 |
| 2004-12-01 | 105.4036203350 |
| 2005-01-01 | 105.2899217994 |
| 2005-02-01 | 106.0604777980 |
| 2005-03-01 | 105.8821664557 |
| 2005-04-01 | 107.2108189419 |
| 2005-05-01 | 107.0874391148 |
| 2005-06-01 | 106.2630231667 |
| 2005-07-01 | 106.3889573405 |
| 2005-08-01 | 106.1127008835 |
| 2005-09-01 | 106.4536191513 |
| 2005-10-01 | 106.3145724160 |
| 2005-11-01 | 106.8311959432 |
| 2005-12-01 | 106.9176126958 |
| 2006-01-01 | 106.4112252416 |
| 2006-02-01 | 106.3047806210 |
| 2006-03-01 | 106.5108189651 |
| 2006-04-01 | 106.1609278363 |
| 2006-05-01 | 106.2466366826 |
| 2006-06-01 | 105.8207643215 |
| 2006-07-01 | 105.4233518749 |
| 2006-08-01 | 105.5575379167 |
| 2006-09-01 | 105.9649393616 |
| 2006-10-01 | 106.5825714592 |
| 2006-11-01 | 106.5162174955 |
| 2006-12-01 | 106.6189325260 |
| 2007-01-01 | 106.7103648725 |
| 2007-02-01 | 106.9415807667 |
| 2007-03-01 | 106.8778483444 |
| 2007-04-01 | 106.6639783146 |
| 2007-05-01 | 106.5404280469 |
| 2007-06-01 | 106.6818480283 |
| 2007-07-01 | 106.1981379582 |
| 2007-08-01 | 106.2544442800 |
| 2007-09-01 | 105.8544063166 |
| 2007-10-01 | 105.5639194696 |
| 2007-11-01 | 105.5326690100 |
| 2007-12-01 | 105.5818733179 |
| 2008-01-01 | 106.4811847808 |
| 2008-02-01 | 105.7101594800 |
| 2008-03-01 | 105.6908404118 |
| 2008-04-01 | 105.0096665932 |
| 2008-05-01 | 106.3757321102 |
| 2008-06-01 | 105.3838842945 |
| 2008-07-01 | 105.4134185178 |
| 2008-08-01 | 105.2820405928 |
| 2008-09-01 | 104.1964363100 |
| 2008-10-01 | 104.5057404888 |
| 2008-11-01 | 103.9869949108 |
| 2008-12-01 | 103.3236814994 |
| 2009-01-01 | 102.4279361715 |
| 2009-02-01 | 101.8099616689 |
| 2009-03-01 | 101.0826932780 |
| 2009-04-01 | 100.8023547730 |
| 2009-05-01 | 100.4124040268 |
| 2009-06-01 | 100.0965298629 |
| 2009-07-01 | 100.3715495452 |
| 2009-08-01 | 99.4975257272 |
| 2009-09-01 | 99.3399477887 |
| 2009-10-01 | 99.3079781125 |
| 2009-11-01 | 99.1034850487 |
| 2009-12-01 | 99.0906911560 |
| 2010-01-01 | 99.0816932330 |
| 2010-02-01 | 98.8402293128 |
| 2010-03-01 | 98.3360991210 |
| 2010-04-01 | 98.7728718532 |
| 2010-05-01 | 98.7293353163 |
| 2010-06-01 | 98.8005634512 |
| 2010-07-01 | 98.8227645995 |
| 2010-08-01 | 98.8473831934 |
| 2010-09-01 | 99.0315060055 |
| 2010-10-01 | 99.0904643445 |
| 2010-11-01 | 98.8224839917 |
| 2010-12-01 | 98.6363327040 |
| 2011-01-01 | 98.9524526887 |
| 2011-02-01 | 98.7237135823 |
| 2011-03-01 | 98.9261652255 |
| 2011-04-01 | 99.1150616066 |
| 2011-05-01 | 98.7771796003 |
| 2011-06-01 | 100.3968315107 |
| 2011-07-01 | 101.0072534892 |
| 2011-08-01 | 100.4784742138 |
| 2011-09-01 | 100.8099535117 |
| 2011-10-01 | 100.4974246040 |
| 2011-11-01 | 100.6468449033 |
| 2011-12-01 | 100.3613795428 |
| 2012-01-01 | 100.1103775017 |
| 2012-02-01 | 100.4325138589 |
| 2012-03-01 | 100.7895289898 |
| 2012-04-01 | 101.0335568670 |
| 2012-05-01 | 100.3763364663 |
| 2012-06-01 | 100.1800426737 |
| 2012-07-01 | 100.2689069924 |
| 2012-08-01 | 100.0570067131 |
| 2012-09-01 | 99.8425941523 |
| 2012-10-01 | 99.3215979505 |
| 2012-11-01 | 99.6557516561 |
| 2012-12-01 | 100.3598243534 |
| 2013-01-01 | 100.6993586774 |
| 2013-02-01 | 101.0074640709 |
| 2013-03-01 | 100.8105265587 |
| 2013-04-01 | 100.5013518813 |
| 2013-05-01 | 100.5224829442 |
| 2013-06-01 | 100.9772572054 |
| 2013-07-01 | 101.5964746198 |
| 2013-08-01 | 102.1982105150 |
| 2013-09-01 | 102.3192676223 |
| 2013-10-01 | 102.7392580393 |
| 2013-11-01 | 103.1421874614 |
| 2013-12-01 | 103.1471802570 |
| 2014-01-01 | 102.9639167114 |
| 2014-02-01 | 103.0342730609 |
| 2014-03-01 | 103.0242723197 |
| 2014-04-01 | 103.1679970325 |
| 2014-05-01 | 103.9630872532 |
| 2014-06-01 | 104.2995113726 |
| 2014-07-01 | 104.3051494525 |
| 2014-08-01 | 103.9623367611 |
| 2014-09-01 | 104.0761971657 |
| 2014-10-01 | 104.3149056312 |
| 2014-11-01 | 104.5733518134 |
| 2014-12-01 | 104.8355992109 |
| 2015-01-01 | 105.1482172823 |
| 2015-02-01 | 105.2980294560 |
| 2015-03-01 | 105.1220501671 |
| 2015-04-01 | 106.2434678619 |
| 2015-05-01 | 106.2975126001 |
| 2015-06-01 | 106.3915125949 |
| 2015-07-01 | 106.5447785032 |
| 2015-08-01 | 106.9559406258 |
| 2015-09-01 | 107.2025379745 |
| 2015-10-01 | 107.6960372478 |
| 2015-11-01 | 107.5858232925 |
| 2015-12-01 | 108.2462531873 |
| 2016-01-01 | 108.2812104521 |
| 2016-02-01 | 108.7740071038 |
| 2016-03-01 | 109.2431446063 |
| 2016-04-01 | 110.0230793618 |
| 2016-05-01 | 109.5422190380 |
| 2016-06-01 | 108.3936595851 |
| 2016-07-01 | 110.0278044321 |
| 2016-08-01 | 110.2066730001 |
| 2016-09-01 | 111.0713981988 |
| 2016-10-01 | 110.6983970794 |
| 2016-11-01 | 111.0041466086 |
| 2016-12-01 | 110.7485025530 |
| 2017-01-01 | 111.1130285605 |
| 2017-02-01 | 111.2652779322 |
| 2017-03-01 | 111.0740667160 |
| 2017-04-01 | 110.9927831375 |
| 2017-05-01 | 111.0176272924 |
| 2017-06-01 | 110.8885810339 |
| 2017-07-01 | 110.6050994627 |
| 2017-08-01 | 111.3393368890 |
| 2017-09-01 | 111.5980884107 |
| 2017-10-01 | 111.9605094601 |
| 2017-11-01 | 112.0286374534 |
| 2017-12-01 | 112.0498429863 |
| 2018-01-01 | 112.0104933141 |
| 2018-02-01 | 112.1236508193 |
| 2018-03-01 | 112.8499822681 |
| 2018-04-01 | 112.7653434613 |
| 2018-05-01 | 112.9329883102 |
| 2018-06-01 | 113.7920350240 |
| 2018-07-01 | 113.4447252102 |
| 2018-08-01 | 113.4348676429 |
| 2018-09-01 | 113.5035303938 |
| 2018-10-01 | 113.6483007403 |
| 2018-11-01 | 113.7720697392 |
| 2018-12-01 | 113.8101306005 |
| 2019-01-01 | 114.0560160738 |
| 2019-02-01 | 113.2179262835 |
| 2019-03-01 | 113.8495273301 |
| 2019-04-01 | 113.8356842883 |
| 2019-05-01 | 114.2439997413 |
| 2019-06-01 | 113.9506074569 |
| 2019-07-01 | 113.7894201203 |
| 2019-08-01 | 114.1492178953 |
| 2019-09-01 | 113.7946849419 |
| 2019-10-01 | 113.7714273359 |
| 2019-11-01 | 113.7711742887 |
| 2019-12-01 | 113.9860146713 |
| 2020-01-01 | 114.1959156160 |
| 2020-02-01 | 114.2468223559 |
| 2020-03-01 | 113.8689376027 |
| 2020-04-01 | 91.2742386283 |
| 2020-05-01 | 93.9282075689 |
| 2020-06-01 | 99.9860752866 |
| 2020-07-01 | 103.6939592517 |
| 2020-08-01 | 104.4247933960 |
| 2020-09-01 | 105.2195748987 |
| 2020-10-01 | 106.5717027997 |
| 2020-11-01 | 106.1416966451 |
| 2020-12-01 | 104.9646684069 |
| 2021-01-01 | 104.9683485794 |
| 2021-02-01 | 106.6241192997 |
| 2021-03-01 | 107.4489017406 |
| 2021-04-01 | 106.7997083241 |
| 2021-05-01 | 106.6195227358 |
| 2021-06-01 | 107.0054341242 |
| 2021-07-01 | 109.5627238391 |
| 2021-08-01 | 109.4776889768 |
| 2021-09-01 | 108.6410707792 |
| 2021-10-01 | 109.9361263867 |
| 2021-11-01 | 110.4403780873 |
| 2021-12-01 | 111.0007240046 |
| 2022-01-01 | 110.8385505965 |
| 2022-02-01 | 111.5405757263 |
| 2022-03-01 | 111.9174744255 |
| 2022-04-01 | 112.9377222869 |
| 2022-05-01 | 112.7155003562 |
| 2022-06-01 | 112.6949233463 |
| 2022-07-01 | 113.4154888921 |
| 2022-08-01 | 112.9709061280 |
| 2022-09-01 | 113.6052009109 |
| 2022-10-01 | 113.3501708530 |
| 2022-11-01 | 113.2527387167 |
| 2022-12-01 | 113.8324112468 |
| 2023-01-01 | 114.4396428566 |
| 2023-02-01 | 114.4199014252 |
| 2023-03-01 | 114.6849411518 |
| 2023-04-01 | 114.8028621000 |
| 2023-05-01 | 115.0015918208 |
| 2023-06-01 | 115.0651018714 |
| 2023-07-01 | 114.7465806823 |
| 2023-08-01 | 115.0174252462 |
| 2023-09-01 | 114.7742315735 |
| 2023-10-01 | 115.2482411575 |
| 2023-11-01 | 115.2687829488 |
| 2023-12-01 | 115.1878935558 |
| 2024-01-01 | 115.2241214046 |
| 2024-02-01 | 115.2109166309 |
| 2024-03-01 | 115.5809792141 |
| 2024-04-01 | 115.4969303436 |
| 2024-05-01 | 115.3711813328 |
| 2024-06-01 | 115.5415205366 |
| 2024-07-01 | 115.7062201482 |
| 2024-08-01 | 115.9081911014 |
| 2024-09-01 | 116.1646646466 |
| 2024-10-01 | 116.2304536288 |
| 2024-11-01 | 116.1492784435 |
| 2024-12-01 | 116.3251979608 |
| 2025-01-01 | 116.6252385150 |
| 2025-02-01 | 116.5875913361 |
| 2025-03-01 | 116.4976471283 |
| 2025-04-01 | 116.4008954859 |
| 2025-05-01 | 116.2523098722 |
| 2025-06-01 | 116.3644160556 |
| 2025-07-01 | 116.0800776049 |
| 2025-08-01 | 116.5035714441 |
| 2025-09-01 | 115.8104158141 |
| 2025-10-01 | 115.7167259183 |
| 2025-11-01 | 115.4897906519 |
| 2025-12-01 | 115.4625416114 |
| 2026-01-01 | 115.2349129428 |
| 2026-02-01 | 115.0259256513 |
| 2026-03-01 | 114.9227873212 |
| 2026-04-01 | 115.1070873256 |
| 2026-05-01 | 115.3535758482 |
| 2026-06-01 | 115.4180870456 |
| 2026-07-01 | 115.6586750712 |
| 2026-08-01 | 115.3299049081 |
| 2026-09-01 | 114.8404117955 |