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 2026-05-01 |
| Last Updated | 2026-06-24 10:26 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 | 90.9401774253993 |
| 1990-02-01 | 92.0226512508387 |
| 1990-03-01 | 92.4786401576444 |
| 1990-04-01 | 93.3127343812983 |
| 1990-05-01 | 93.7617852412693 |
| 1990-06-01 | 93.7739547095765 |
| 1990-07-01 | 93.8638557400064 |
| 1990-08-01 | 93.5751901358474 |
| 1990-09-01 | 94.0892861998134 |
| 1990-10-01 | 93.2964489290575 |
| 1990-11-01 | 93.3670445916004 |
| 1990-12-01 | 93.0312438412068 |
| 1991-01-01 | 93.2370603007088 |
| 1991-02-01 | 93.1950882492573 |
| 1991-03-01 | 93.3730780506183 |
| 1991-04-01 | 93.2937946673754 |
| 1991-05-01 | 93.2824414633492 |
| 1991-06-01 | 93.7109554824176 |
| 1991-07-01 | 93.5444347082467 |
| 1991-08-01 | 94.3000334966077 |
| 1991-09-01 | 94.8206154322207 |
| 1991-10-01 | 95.7956005733692 |
| 1991-11-01 | 95.2660336173360 |
| 1991-12-01 | 95.4893903600340 |
| 1992-01-01 | 95.5310985113819 |
| 1992-02-01 | 95.6459280897015 |
| 1992-03-01 | 95.8188380525748 |
| 1992-04-01 | 95.8903107638660 |
| 1992-05-01 | 96.3600786613122 |
| 1992-06-01 | 96.5620244969342 |
| 1992-07-01 | 96.5478043220058 |
| 1992-08-01 | 96.4128911971455 |
| 1992-09-01 | 96.1397160968413 |
| 1992-10-01 | 95.8990995356262 |
| 1992-11-01 | 95.7597480585407 |
| 1992-12-01 | 95.9368412536916 |
| 1993-01-01 | 97.1220121282985 |
| 1993-02-01 | 97.0900769291784 |
| 1993-03-01 | 97.3836342681044 |
| 1993-04-01 | 96.4053230222949 |
| 1993-05-01 | 95.5426099121137 |
| 1993-06-01 | 96.0719505304397 |
| 1993-07-01 | 96.4339631562852 |
| 1993-08-01 | 96.7140792292697 |
| 1993-09-01 | 96.9999763876418 |
| 1993-10-01 | 98.0142495953992 |
| 1993-11-01 | 98.0731509540574 |
| 1993-12-01 | 98.2828179074920 |
| 1994-01-01 | 98.2044308336921 |
| 1994-02-01 | 98.4095605498342 |
| 1994-03-01 | 98.6476142589064 |
| 1994-04-01 | 99.5249419092138 |
| 1994-05-01 | 99.6911896697806 |
| 1994-06-01 | 99.8671936132370 |
| 1994-07-01 | 100.6934477897870 |
| 1994-08-01 | 100.2861463558260 |
| 1994-09-01 | 100.6626885661320 |
| 1994-10-01 | 100.7061560254120 |
| 1994-11-01 | 100.8889656266750 |
| 1994-12-01 | 101.3356718321190 |
| 1995-01-01 | 101.2266998099920 |
| 1995-02-01 | 101.2619579461320 |
| 1995-03-01 | 102.0657754693280 |
| 1995-04-01 | 101.7035968703610 |
| 1995-05-01 | 101.4384815395990 |
| 1995-06-01 | 101.7929287438170 |
| 1995-07-01 | 101.8979003452750 |
| 1995-08-01 | 102.1877981665060 |
| 1995-09-01 | 102.5582683334460 |
| 1995-10-01 | 101.9785439869670 |
| 1995-11-01 | 102.4003082120640 |
| 1995-12-01 | 101.9877480738460 |
| 1996-01-01 | 102.5812067217940 |
| 1996-02-01 | 102.5736075083990 |
| 1996-03-01 | 102.1763394711810 |
| 1996-04-01 | 101.7498534256220 |
| 1996-05-01 | 101.9256497305160 |
| 1996-06-01 | 102.5606621901880 |
| 1996-07-01 | 102.8023636267290 |
| 1996-08-01 | 103.5836937963630 |
| 1996-09-01 | 102.6165334659090 |
| 1996-10-01 | 103.2539584137140 |
| 1996-11-01 | 103.2993510351320 |
| 1996-12-01 | 103.5850074432790 |
| 1997-01-01 | 103.4488542500860 |
| 1997-02-01 | 103.3941960508830 |
| 1997-03-01 | 102.9812369586140 |
| 1997-04-01 | 103.1130564922270 |
| 1997-05-01 | 103.4767654165350 |
| 1997-06-01 | 103.0872384832160 |
| 1997-07-01 | 103.2275073416670 |
| 1997-08-01 | 103.9096675064840 |
| 1997-09-01 | 103.0503284275500 |
| 1997-10-01 | 102.8188298159350 |
| 1997-11-01 | 102.4873572134890 |
| 1997-12-01 | 103.0081817064830 |
| 1998-01-01 | 103.1306023414940 |
| 1998-02-01 | 103.6173354562740 |
| 1998-03-01 | 103.7053055199890 |
| 1998-04-01 | 103.8433397372380 |
| 1998-05-01 | 103.7076678121360 |
| 1998-06-01 | 103.2837215163290 |
| 1998-07-01 | 102.2327624217440 |
| 1998-08-01 | 102.6139397969390 |
| 1998-09-01 | 102.7313630617790 |
| 1998-10-01 | 103.6819604787210 |
| 1998-11-01 | 103.4724198304390 |
| 1998-12-01 | 103.4707024388200 |
| 1999-01-01 | 102.2484008257580 |
| 1999-02-01 | 102.5652489558630 |
| 1999-03-01 | 103.1986433577050 |
| 1999-04-01 | 104.4621398834010 |
| 1999-05-01 | 103.9545469777840 |
| 1999-06-01 | 104.5249340161950 |
| 1999-07-01 | 104.1355281040520 |
| 1999-08-01 | 104.2473668344310 |
| 1999-09-01 | 104.0925102460670 |
| 1999-10-01 | 106.2381967591520 |
| 1999-11-01 | 106.4590285523980 |
| 1999-12-01 | 106.4404521295720 |
| 2000-01-01 | 106.6727725803440 |
| 2000-02-01 | 106.6544021079900 |
| 2000-03-01 | 107.1859770802400 |
| 2000-04-01 | 105.9807711597930 |
| 2000-05-01 | 106.2602325752010 |
| 2000-06-01 | 106.5776855881920 |
| 2000-07-01 | 106.3319712136260 |
| 2000-08-01 | 106.8164440630890 |
| 2000-09-01 | 107.6191251077450 |
| 2000-10-01 | 107.2854122855420 |
| 2000-11-01 | 107.5838080831120 |
| 2000-12-01 | 107.3753065889000 |
| 2001-01-01 | 105.3473545610020 |
| 2001-02-01 | 105.7204459791050 |
| 2001-03-01 | 104.4239536185730 |
| 2001-04-01 | 105.1335810358440 |
| 2001-05-01 | 104.6224841899500 |
| 2001-06-01 | 103.8402387498730 |
| 2001-07-01 | 104.0400295148930 |
| 2001-08-01 | 104.0833713962460 |
| 2001-09-01 | 103.8396141100150 |
| 2001-10-01 | 104.2776625831620 |
| 2001-11-01 | 104.1467595404670 |
| 2001-12-01 | 104.2017205151100 |
| 2002-01-01 | 103.9194885703120 |
| 2002-02-01 | 104.0271381770080 |
| 2002-03-01 | 104.8977077202060 |
| 2002-04-01 | 105.0513866300490 |
| 2002-05-01 | 105.6744661653280 |
| 2002-06-01 | 105.8355288918120 |
| 2002-07-01 | 106.6210462536670 |
| 2002-08-01 | 106.1589222555340 |
| 2002-09-01 | 106.0947131439780 |
| 2002-10-01 | 106.6209311753410 |
| 2002-11-01 | 106.2136699164430 |
| 2002-12-01 | 105.8710240362200 |
| 2003-01-01 | 107.4982410271580 |
| 2003-02-01 | 106.5283760423420 |
| 2003-03-01 | 106.5117270252980 |
| 2003-04-01 | 106.2652048300430 |
| 2003-05-01 | 106.2070130737770 |
| 2003-06-01 | 106.6435399435860 |
| 2003-07-01 | 106.2474203611540 |
| 2003-08-01 | 106.7333567216140 |
| 2003-09-01 | 106.2018224824910 |
| 2003-10-01 | 105.6046691942540 |
| 2003-11-01 | 105.8415680456500 |
| 2003-12-01 | 105.4628879958080 |
| 2004-01-01 | 106.1693501972820 |
| 2004-02-01 | 105.5939570898020 |
| 2004-03-01 | 105.7462398996440 |
| 2004-04-01 | 106.0052013624130 |
| 2004-05-01 | 105.6728365403100 |
| 2004-06-01 | 105.7311538560330 |
| 2004-07-01 | 106.3470767082380 |
| 2004-08-01 | 105.8241245551420 |
| 2004-09-01 | 105.8385994316540 |
| 2004-10-01 | 105.2642091618220 |
| 2004-11-01 | 105.2070952722990 |
| 2004-12-01 | 105.4037825104030 |
| 2005-01-01 | 105.2898933414320 |
| 2005-02-01 | 106.0604554933890 |
| 2005-03-01 | 105.8821385563260 |
| 2005-04-01 | 107.2107856794660 |
| 2005-05-01 | 107.0874137493230 |
| 2005-06-01 | 106.2630063807830 |
| 2005-07-01 | 106.3889716797280 |
| 2005-08-01 | 106.1126977853200 |
| 2005-09-01 | 106.4536197523180 |
| 2005-10-01 | 106.3145741568830 |
| 2005-11-01 | 106.8311960755220 |
| 2005-12-01 | 106.9176917453150 |
| 2006-01-01 | 106.4112096693680 |
| 2006-02-01 | 106.3047702525780 |
| 2006-03-01 | 106.5108063075900 |
| 2006-04-01 | 106.1609097809680 |
| 2006-05-01 | 106.2466242173240 |
| 2006-06-01 | 105.8207560164520 |
| 2006-07-01 | 105.4233715738850 |
| 2006-08-01 | 105.5575354373360 |
| 2006-09-01 | 105.9649401072130 |
| 2006-10-01 | 106.5825747091870 |
| 2006-11-01 | 106.5162220982220 |
| 2006-12-01 | 106.6189368706850 |
| 2007-01-01 | 106.7103660094400 |
| 2007-02-01 | 106.9415809137390 |
| 2007-03-01 | 106.8778454864580 |
| 2007-04-01 | 106.6639705911500 |
| 2007-05-01 | 106.5404241153740 |
| 2007-06-01 | 106.6818448922870 |
| 2007-07-01 | 106.1981499861120 |
| 2007-08-01 | 106.2544426725400 |
| 2007-09-01 | 105.8544065630050 |
| 2007-10-01 | 105.5639201018430 |
| 2007-11-01 | 105.5326696784080 |
| 2007-12-01 | 105.5818736995050 |
| 2008-01-01 | 106.4811833045870 |
| 2008-02-01 | 105.7101592712120 |
| 2008-03-01 | 105.6908393378440 |
| 2008-04-01 | 105.0096638274170 |
| 2008-05-01 | 106.3757321023050 |
| 2008-06-01 | 105.3838847087110 |
| 2008-07-01 | 105.4134217149100 |
| 2008-08-01 | 105.2820408370920 |
| 2008-09-01 | 104.1964371831630 |
| 2008-10-01 | 104.5057409237920 |
| 2008-11-01 | 103.9869948328120 |
| 2008-12-01 | 103.3236810126130 |
| 2009-01-01 | 102.4279349614550 |
| 2009-02-01 | 101.8099610250840 |
| 2009-03-01 | 101.0826923698810 |
| 2009-04-01 | 100.8023533885930 |
| 2009-05-01 | 100.4124044056130 |
| 2009-06-01 | 100.0965302584930 |
| 2009-07-01 | 100.3715508530150 |
| 2009-08-01 | 99.4975254846104 |
| 2009-09-01 | 99.3399483569472 |
| 2009-10-01 | 99.3079810919672 |
| 2009-11-01 | 99.1034865643458 |
| 2009-12-01 | 99.0906910804203 |
| 2010-01-01 | 99.0816935217374 |
| 2010-02-01 | 98.8402240487515 |
| 2010-03-01 | 98.3360973282291 |
| 2010-04-01 | 98.7728691009479 |
| 2010-05-01 | 98.7293353594784 |
| 2010-06-01 | 98.8005643884605 |
| 2010-07-01 | 98.8227656780367 |
| 2010-08-01 | 98.8473844599215 |
| 2010-09-01 | 99.0315082833590 |
| 2010-10-01 | 99.0904714017281 |
| 2010-11-01 | 98.8224877005717 |
| 2010-12-01 | 98.6363320021462 |
| 2011-01-01 | 98.9524519163746 |
| 2011-02-01 | 98.7237005893544 |
| 2011-03-01 | 98.9261597512190 |
| 2011-04-01 | 99.1150557039744 |
| 2011-05-01 | 98.7771786530836 |
| 2011-06-01 | 100.3968446677870 |
| 2011-07-01 | 101.0072549948040 |
| 2011-08-01 | 100.4784750259030 |
| 2011-09-01 | 100.8099554746410 |
| 2011-10-01 | 100.4974338940780 |
| 2011-11-01 | 100.6468493342520 |
| 2011-12-01 | 100.3613799153980 |
| 2012-01-01 | 100.1103819865280 |
| 2012-02-01 | 100.4325058204110 |
| 2012-03-01 | 100.7894782090210 |
| 2012-04-01 | 101.0335630776770 |
| 2012-05-01 | 100.3763448175080 |
| 2012-06-01 | 100.1800725971290 |
| 2012-07-01 | 100.2689089716850 |
| 2012-08-01 | 100.0570056099060 |
| 2012-09-01 | 99.8425939136265 |
| 2012-10-01 | 99.3216058111889 |
| 2012-11-01 | 99.6557564169180 |
| 2012-12-01 | 100.3598246469150 |
| 2013-01-01 | 100.6993637365420 |
| 2013-02-01 | 101.0074579219500 |
| 2013-03-01 | 100.8104190221670 |
| 2013-04-01 | 100.5013880996300 |
| 2013-05-01 | 100.5224789359790 |
| 2013-06-01 | 100.9773555142780 |
| 2013-07-01 | 101.5964642992150 |
| 2013-08-01 | 102.1982104974060 |
| 2013-09-01 | 102.3192467433210 |
| 2013-10-01 | 102.7392843407910 |
| 2013-11-01 | 103.1422018861340 |
| 2013-12-01 | 103.1471693483520 |
| 2014-01-01 | 102.9638981142090 |
| 2014-02-01 | 103.0342439901080 |
| 2014-03-01 | 103.0240919514200 |
| 2014-04-01 | 103.1680761762330 |
| 2014-05-01 | 103.9631197468470 |
| 2014-06-01 | 104.2997444270570 |
| 2014-07-01 | 104.3049095931970 |
| 2014-08-01 | 103.9624289188160 |
| 2014-09-01 | 104.0762328226140 |
| 2014-10-01 | 104.3150033419230 |
| 2014-11-01 | 104.5734043126990 |
| 2014-12-01 | 104.8355677375850 |
| 2015-01-01 | 105.1481211823700 |
| 2015-02-01 | 105.2979045492960 |
| 2015-03-01 | 105.1217682767200 |
| 2015-04-01 | 106.2434979010110 |
| 2015-05-01 | 106.2974853136780 |
| 2015-06-01 | 106.3922401121910 |
| 2015-07-01 | 106.5441954620550 |
| 2015-08-01 | 106.9560513078270 |
| 2015-09-01 | 107.2026199062130 |
| 2015-10-01 | 107.6962476100670 |
| 2015-11-01 | 107.5860445011110 |
| 2015-12-01 | 108.2464455096440 |
| 2016-01-01 | 108.2813703432690 |
| 2016-02-01 | 108.7725254379360 |
| 2016-03-01 | 109.2430870476300 |
| 2016-04-01 | 110.0232693927650 |
| 2016-05-01 | 109.5422765103950 |
| 2016-06-01 | 108.3948514247630 |
| 2016-07-01 | 110.0268778571190 |
| 2016-08-01 | 110.2067355022430 |
| 2016-09-01 | 111.0714601663120 |
| 2016-10-01 | 110.6986601669940 |
| 2016-11-01 | 111.0045407798100 |
| 2016-12-01 | 110.7489633582710 |
| 2017-01-01 | 111.1135119645290 |
| 2017-02-01 | 111.2625407474310 |
| 2017-03-01 | 111.0744286218360 |
| 2017-04-01 | 110.9928790269130 |
| 2017-05-01 | 111.0175371075440 |
| 2017-06-01 | 110.8908670783930 |
| 2017-07-01 | 110.6039433721780 |
| 2017-08-01 | 111.3389891279060 |
| 2017-09-01 | 111.5975897466580 |
| 2017-10-01 | 111.9610458763160 |
| 2017-11-01 | 112.0283223444730 |
| 2017-12-01 | 112.0511001537500 |
| 2018-01-01 | 112.0121267421540 |
| 2018-02-01 | 112.1190802273720 |
| 2018-03-01 | 112.8511887678210 |
| 2018-04-01 | 112.7653336102390 |
| 2018-05-01 | 112.9330796519020 |
| 2018-06-01 | 113.7954974329980 |
| 2018-07-01 | 113.4433538277060 |
| 2018-08-01 | 113.4341887916190 |
| 2018-09-01 | 113.5015461060970 |
| 2018-10-01 | 113.6490399751720 |
| 2018-11-01 | 113.7708432216330 |
| 2018-12-01 | 113.8119151254790 |
| 2019-01-01 | 114.0584747461270 |
| 2019-02-01 | 113.2127849887280 |
| 2019-03-01 | 113.8511761863530 |
| 2019-04-01 | 113.8363809463830 |
| 2019-05-01 | 114.2439435165240 |
| 2019-06-01 | 113.9551192679310 |
| 2019-07-01 | 113.7881196993330 |
| 2019-08-01 | 114.1485072006280 |
| 2019-09-01 | 113.7919087643440 |
| 2019-10-01 | 113.7733999255510 |
| 2019-11-01 | 113.7638654555850 |
| 2019-12-01 | 113.9894531606450 |
| 2020-01-01 | 114.2000805530500 |
| 2020-02-01 | 114.2416068229960 |
| 2020-03-01 | 113.8711486039170 |
| 2020-04-01 | 91.2761274415871 |
| 2020-05-01 | 93.9283657479972 |
| 2020-06-01 | 99.9906587834633 |
| 2020-07-01 | 103.6931760626290 |
| 2020-08-01 | 104.4246392647490 |
| 2020-09-01 | 105.2165803757960 |
| 2020-10-01 | 106.5744047965800 |
| 2020-11-01 | 106.1284821327510 |
| 2020-12-01 | 104.9681171176980 |
| 2021-01-01 | 104.9721280503770 |
| 2021-02-01 | 106.6199756682110 |
| 2021-03-01 | 107.4509013271420 |
| 2021-04-01 | 106.8034531236140 |
| 2021-05-01 | 106.6211569304740 |
| 2021-06-01 | 107.0116133565170 |
| 2021-07-01 | 109.5643307026770 |
| 2021-08-01 | 109.4790232496520 |
| 2021-09-01 | 108.6384749149420 |
| 2021-10-01 | 109.9379631142140 |
| 2021-11-01 | 110.4187996809270 |
| 2021-12-01 | 111.0013732402320 |
| 2022-01-01 | 110.8395773808830 |
| 2022-02-01 | 111.5360872605560 |
| 2022-03-01 | 111.9194951024720 |
| 2022-04-01 | 112.9447049295170 |
| 2022-05-01 | 112.7224009775760 |
| 2022-06-01 | 112.7054669808220 |
| 2022-07-01 | 113.4214227341910 |
| 2022-08-01 | 112.9816875900270 |
| 2022-09-01 | 113.6006200298370 |
| 2022-10-01 | 113.3459400575780 |
| 2022-11-01 | 113.2240833470970 |
| 2022-12-01 | 113.8233597319690 |
| 2023-01-01 | 114.4309335967070 |
| 2023-02-01 | 114.4105540380360 |
| 2023-03-01 | 114.6832258348140 |
| 2023-04-01 | 114.8123917068660 |
| 2023-05-01 | 115.0166986535600 |
| 2023-06-01 | 115.1065332573720 |
| 2023-07-01 | 114.7655055230070 |
| 2023-08-01 | 115.0504330543140 |
| 2023-09-01 | 114.7477872714870 |
| 2023-10-01 | 115.2262740611090 |
| 2023-11-01 | 115.2264214184610 |
| 2023-12-01 | 115.1657315831980 |
| 2024-01-01 | 115.2040553638120 |
| 2024-02-01 | 115.1941641129460 |
| 2024-03-01 | 115.5758675025210 |
| 2024-04-01 | 115.5095333441260 |
| 2024-05-01 | 115.3971715980080 |
| 2024-06-01 | 115.6111577349510 |
| 2024-07-01 | 115.7508205115110 |
| 2024-08-01 | 115.9753388713240 |
| 2024-09-01 | 116.1156583436940 |
| 2024-10-01 | 116.1843768181500 |
| 2024-11-01 | 116.0948203229100 |
| 2024-12-01 | 116.2858780958670 |
| 2025-01-01 | 116.5902525681050 |
| 2025-02-01 | 116.5607895175440 |
| 2025-03-01 | 116.4871688954930 |
| 2025-04-01 | 116.4144912436200 |
| 2025-05-01 | 116.2878749727440 |
| 2025-06-01 | 116.4660396519460 |
| 2025-07-01 | 116.1566105404400 |
| 2025-08-01 | 116.6063238966690 |
| 2025-09-01 | 115.7367236176610 |
| 2025-10-01 | 115.6450274563400 |
| 2025-11-01 | 115.4224725455580 |
| 2025-12-01 | 115.4077211051700 |
| 2026-01-01 | 115.1875451749390 |
| 2026-02-01 | 114.9903302158400 |
| 2026-03-01 | 114.9090094970310 |
| 2026-04-01 | 115.1220167548340 |
| 2026-05-01 | 115.3963476029100 |