Table Data - All Employees: Professional and Business Services in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Professional and Business Services in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | KALA026PBSV |
| 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 2026-04-01 |
| Last Updated | 2026-05-26 2:57 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 | 7.78516229550960 |
| 1990-02-01 | 8.04682109481506 |
| 1990-03-01 | 8.41305728714030 |
| 1990-04-01 | 8.62403303307864 |
| 1990-05-01 | 8.76712575440799 |
| 1990-06-01 | 8.88420287915916 |
| 1990-07-01 | 8.98381958804307 |
| 1990-08-01 | 8.96083500895267 |
| 1990-09-01 | 9.11718574834769 |
| 1990-10-01 | 8.95211709228988 |
| 1990-11-01 | 8.91099022861577 |
| 1990-12-01 | 8.76872895246964 |
| 1991-01-01 | 9.06151381506406 |
| 1991-02-01 | 9.04574107804756 |
| 1991-03-01 | 9.22408098600572 |
| 1991-04-01 | 9.21456362682188 |
| 1991-05-01 | 9.16942316783564 |
| 1991-06-01 | 9.39696132890188 |
| 1991-07-01 | 9.47770159197103 |
| 1991-08-01 | 9.56741383589777 |
| 1991-09-01 | 9.84227765111218 |
| 1991-10-01 | 10.44589358759970 |
| 1991-11-01 | 10.19310544355260 |
| 1991-12-01 | 10.15499174266400 |
| 1992-01-01 | 10.13871240841030 |
| 1992-02-01 | 10.34382527541910 |
| 1992-03-01 | 10.15332553727310 |
| 1992-04-01 | 10.30965716393830 |
| 1992-05-01 | 10.47758410068790 |
| 1992-06-01 | 10.40660969929000 |
| 1992-07-01 | 10.26732067276510 |
| 1992-08-01 | 10.35335486737330 |
| 1992-09-01 | 10.07821137187260 |
| 1992-10-01 | 9.54366251312941 |
| 1992-11-01 | 9.48108268604546 |
| 1992-12-01 | 9.82586393066317 |
| 1993-01-01 | 9.83807081328546 |
| 1993-02-01 | 9.64592009605347 |
| 1993-03-01 | 9.70264326114996 |
| 1993-04-01 | 9.29365102808141 |
| 1993-05-01 | 9.37521973818168 |
| 1993-06-01 | 9.30223279513516 |
| 1993-07-01 | 9.35948439491509 |
| 1993-08-01 | 9.32012548171532 |
| 1993-09-01 | 9.50182622620457 |
| 1993-10-01 | 10.15067387487610 |
| 1993-11-01 | 10.18337584496860 |
| 1993-12-01 | 10.30816594393830 |
| 1994-01-01 | 10.65659071120590 |
| 1994-02-01 | 10.66153739349000 |
| 1994-03-01 | 10.52769626574390 |
| 1994-04-01 | 11.08158260396440 |
| 1994-05-01 | 10.95989715239850 |
| 1994-06-01 | 10.87250096920830 |
| 1994-07-01 | 11.45840043950450 |
| 1994-08-01 | 11.19397007660870 |
| 1994-09-01 | 11.21396464993760 |
| 1994-10-01 | 11.35679975054840 |
| 1994-11-01 | 11.49654853144320 |
| 1994-12-01 | 11.42892646556380 |
| 1995-01-01 | 11.08729706379500 |
| 1995-02-01 | 11.17291526642290 |
| 1995-03-01 | 11.13295058264370 |
| 1995-04-01 | 11.14873883271010 |
| 1995-05-01 | 11.13216025607370 |
| 1995-06-01 | 11.23438448178450 |
| 1995-07-01 | 11.28143116859800 |
| 1995-08-01 | 11.38279348319780 |
| 1995-09-01 | 11.60618446660190 |
| 1995-10-01 | 10.76140196234830 |
| 1995-11-01 | 10.80425293649730 |
| 1995-12-01 | 10.98139538514710 |
| 1996-01-01 | 10.92022274741180 |
| 1996-02-01 | 10.99143168275460 |
| 1996-03-01 | 11.00430372199580 |
| 1996-04-01 | 11.11037269234320 |
| 1996-05-01 | 11.19143188922480 |
| 1996-06-01 | 11.38208355128270 |
| 1996-07-01 | 11.43021310320120 |
| 1996-08-01 | 11.59300922280360 |
| 1996-09-01 | 11.79863411664590 |
| 1996-10-01 | 11.87440964758920 |
| 1996-11-01 | 12.02444948914390 |
| 1996-12-01 | 12.05093919784730 |
| 1997-01-01 | 12.02901169782370 |
| 1997-02-01 | 12.07565416344690 |
| 1997-03-01 | 11.75772204161220 |
| 1997-04-01 | 12.27184853341310 |
| 1997-05-01 | 12.45109574670700 |
| 1997-06-01 | 12.44490822005060 |
| 1997-07-01 | 12.40159125787740 |
| 1997-08-01 | 12.32084230760550 |
| 1997-09-01 | 12.28640916029040 |
| 1997-10-01 | 11.69231020399120 |
| 1997-11-01 | 12.13323053422300 |
| 1997-12-01 | 12.20545239952040 |
| 1998-01-01 | 12.52103373187170 |
| 1998-02-01 | 12.77123701675940 |
| 1998-03-01 | 12.81340603347040 |
| 1998-04-01 | 12.73455435046370 |
| 1998-05-01 | 12.79573581331400 |
| 1998-06-01 | 12.91202973733270 |
| 1998-07-01 | 12.96921831018400 |
| 1998-08-01 | 13.16982647746830 |
| 1998-09-01 | 13.28551701761910 |
| 1998-10-01 | 13.61389727107750 |
| 1998-11-01 | 13.55096924460520 |
| 1998-12-01 | 13.64858894089080 |
| 1999-01-01 | 12.78733033915560 |
| 1999-02-01 | 12.94096468077920 |
| 1999-03-01 | 12.98940641476940 |
| 1999-04-01 | 12.99630100810560 |
| 1999-05-01 | 12.86469396989150 |
| 1999-06-01 | 12.71227119569880 |
| 1999-07-01 | 12.51279783260770 |
| 1999-08-01 | 12.52186102400770 |
| 1999-09-01 | 12.49662245734900 |
| 1999-10-01 | 12.60333821049470 |
| 1999-11-01 | 12.73700101586240 |
| 1999-12-01 | 12.94734243532510 |
| 2000-01-01 | 13.58404024748240 |
| 2000-02-01 | 13.44631689885170 |
| 2000-03-01 | 13.51503055999540 |
| 2000-04-01 | 13.25226298072200 |
| 2000-05-01 | 13.23185306843450 |
| 2000-06-01 | 13.30014773535060 |
| 2000-07-01 | 13.43384456736790 |
| 2000-08-01 | 13.45985852179300 |
| 2000-09-01 | 13.52710660752490 |
| 2000-10-01 | 13.17961617423700 |
| 2000-11-01 | 13.23304540883990 |
| 2000-12-01 | 13.02275955332240 |
| 2001-01-01 | 12.87973004211230 |
| 2001-02-01 | 12.44448151625110 |
| 2001-03-01 | 12.27320241580610 |
| 2001-04-01 | 12.62642460424500 |
| 2001-05-01 | 12.62693544246580 |
| 2001-06-01 | 12.59138202770620 |
| 2001-07-01 | 12.13264125287390 |
| 2001-08-01 | 11.97209681204690 |
| 2001-09-01 | 11.95464136220210 |
| 2001-10-01 | 11.64689345262620 |
| 2001-11-01 | 11.60950487342630 |
| 2001-12-01 | 11.66960162336160 |
| 2002-01-01 | 11.90737171205280 |
| 2002-02-01 | 12.06408292327110 |
| 2002-03-01 | 12.06409175812310 |
| 2002-04-01 | 12.10065933263820 |
| 2002-05-01 | 12.19148140338240 |
| 2002-06-01 | 12.26917256677160 |
| 2002-07-01 | 12.64610920332600 |
| 2002-08-01 | 12.59565731303800 |
| 2002-09-01 | 12.57587696243780 |
| 2002-10-01 | 12.92792282668080 |
| 2002-11-01 | 12.69710287347640 |
| 2002-12-01 | 12.70824335225270 |
| 2003-01-01 | 12.41717795845610 |
| 2003-02-01 | 12.35812333933880 |
| 2003-03-01 | 12.32085186695470 |
| 2003-04-01 | 12.29592267182800 |
| 2003-05-01 | 12.06871512281010 |
| 2003-06-01 | 12.08555587517690 |
| 2003-07-01 | 11.87481596096550 |
| 2003-08-01 | 11.83018103282780 |
| 2003-09-01 | 11.68524533845950 |
| 2003-10-01 | 12.00672161783650 |
| 2003-11-01 | 11.96080767391120 |
| 2003-12-01 | 11.83135247136680 |
| 2004-01-01 | 12.24071776551400 |
| 2004-02-01 | 11.84612393634850 |
| 2004-03-01 | 11.75051982963080 |
| 2004-04-01 | 12.19739850097610 |
| 2004-05-01 | 12.23334444817430 |
| 2004-06-01 | 12.60932550952450 |
| 2004-07-01 | 13.02821047064960 |
| 2004-08-01 | 12.88442777875690 |
| 2004-09-01 | 12.60450786344010 |
| 2004-10-01 | 12.20475929149410 |
| 2004-11-01 | 12.41138361969700 |
| 2004-12-01 | 12.45902382505700 |
| 2005-01-01 | 12.22899590548790 |
| 2005-02-01 | 12.51754943493920 |
| 2005-03-01 | 12.35216150484830 |
| 2005-04-01 | 13.12666927382950 |
| 2005-05-01 | 12.92452734004810 |
| 2005-06-01 | 12.25405206670770 |
| 2005-07-01 | 12.55763564537740 |
| 2005-08-01 | 12.62288144717450 |
| 2005-09-01 | 13.01525784682270 |
| 2005-10-01 | 12.91608330178090 |
| 2005-11-01 | 12.95446621397990 |
| 2005-12-01 | 13.19888319630670 |
| 2006-01-01 | 13.22744390579330 |
| 2006-02-01 | 13.09078062262310 |
| 2006-03-01 | 13.34435300454640 |
| 2006-04-01 | 13.06004992432070 |
| 2006-05-01 | 13.02622755104710 |
| 2006-06-01 | 12.79513803766710 |
| 2006-07-01 | 12.86968908708140 |
| 2006-08-01 | 12.75300087503000 |
| 2006-09-01 | 13.31054806460340 |
| 2006-10-01 | 13.33131877183430 |
| 2006-11-01 | 13.41441090366140 |
| 2006-12-01 | 13.35768168071560 |
| 2007-01-01 | 13.31149551066540 |
| 2007-02-01 | 13.47950917920390 |
| 2007-03-01 | 13.82651535948010 |
| 2007-04-01 | 13.08950750724720 |
| 2007-05-01 | 13.06895073404930 |
| 2007-06-01 | 12.94695528258430 |
| 2007-07-01 | 12.74421736110100 |
| 2007-08-01 | 12.64883918697510 |
| 2007-09-01 | 12.29206633071100 |
| 2007-10-01 | 12.42937897462820 |
| 2007-11-01 | 12.60292231388720 |
| 2007-12-01 | 12.54220078156670 |
| 2008-01-01 | 12.90891430573510 |
| 2008-02-01 | 12.57350172478410 |
| 2008-03-01 | 12.49977870420970 |
| 2008-04-01 | 12.30343027807790 |
| 2008-05-01 | 12.93983780725000 |
| 2008-06-01 | 12.68339759327640 |
| 2008-07-01 | 12.60538814122330 |
| 2008-08-01 | 12.33022872129440 |
| 2008-09-01 | 12.08350909277990 |
| 2008-10-01 | 12.11751148265910 |
| 2008-11-01 | 11.89870214984240 |
| 2008-12-01 | 11.65012195049200 |
| 2009-01-01 | 11.49616323945140 |
| 2009-02-01 | 11.28123653060670 |
| 2009-03-01 | 11.28615268008190 |
| 2009-04-01 | 11.19871260102170 |
| 2009-05-01 | 11.00633226995770 |
| 2009-06-01 | 11.20907663099290 |
| 2009-07-01 | 11.85621731675670 |
| 2009-08-01 | 11.80310937931390 |
| 2009-09-01 | 11.57351648948720 |
| 2009-10-01 | 11.41767303975000 |
| 2009-11-01 | 11.42061344319000 |
| 2009-12-01 | 11.47629785658180 |
| 2010-01-01 | 11.28788051565150 |
| 2010-02-01 | 11.36477955099910 |
| 2010-03-01 | 11.35883497683300 |
| 2010-04-01 | 11.58467669578610 |
| 2010-05-01 | 11.55068296926880 |
| 2010-06-01 | 11.72841422035120 |
| 2010-07-01 | 11.83564807781410 |
| 2010-08-01 | 12.10649442567330 |
| 2010-09-01 | 12.15850377102210 |
| 2010-10-01 | 12.02067248941450 |
| 2010-11-01 | 11.94402347131510 |
| 2010-12-01 | 11.79146853492020 |
| 2011-01-01 | 12.38485084524490 |
| 2011-02-01 | 12.34687193075890 |
| 2011-03-01 | 12.53422031249610 |
| 2011-04-01 | 12.36305941526270 |
| 2011-05-01 | 12.24904661137370 |
| 2011-06-01 | 12.33765695595770 |
| 2011-07-01 | 12.44294634613760 |
| 2011-08-01 | 12.42939465068870 |
| 2011-09-01 | 12.56532979458580 |
| 2011-10-01 | 12.82002003700650 |
| 2011-11-01 | 12.97242783341930 |
| 2011-12-01 | 12.80142112058910 |
| 2012-01-01 | 12.89308538895360 |
| 2012-02-01 | 12.90894882810410 |
| 2012-03-01 | 12.90697320528400 |
| 2012-04-01 | 12.93506848461210 |
| 2012-05-01 | 12.92127636515120 |
| 2012-06-01 | 12.72066039756870 |
| 2012-07-01 | 12.77046247307390 |
| 2012-08-01 | 12.58067683976570 |
| 2012-09-01 | 12.52312666830640 |
| 2012-10-01 | 12.31422251484330 |
| 2012-11-01 | 12.37261470368210 |
| 2012-12-01 | 12.38625110352110 |
| 2013-01-01 | 12.62096919218500 |
| 2013-02-01 | 12.66860197508560 |
| 2013-03-01 | 12.79895627333470 |
| 2013-04-01 | 12.49808654918360 |
| 2013-05-01 | 12.56459980278220 |
| 2013-06-01 | 12.38508180801810 |
| 2013-07-01 | 12.71247468507900 |
| 2013-08-01 | 12.83986236063700 |
| 2013-09-01 | 13.09755073016050 |
| 2013-10-01 | 13.11658824738980 |
| 2013-11-01 | 13.17482392930750 |
| 2013-12-01 | 13.27017168885650 |
| 2014-01-01 | 13.24604241715340 |
| 2014-02-01 | 13.11198406446440 |
| 2014-03-01 | 13.16669266407340 |
| 2014-04-01 | 13.27100613488930 |
| 2014-05-01 | 13.51684822546820 |
| 2014-06-01 | 13.54789617165330 |
| 2014-07-01 | 13.87936570237300 |
| 2014-08-01 | 13.71570337792920 |
| 2014-09-01 | 13.46789180801320 |
| 2014-10-01 | 13.71122540412270 |
| 2014-11-01 | 13.55931349520580 |
| 2014-12-01 | 13.54143854497540 |
| 2015-01-01 | 13.36221701412600 |
| 2015-02-01 | 13.46277102803890 |
| 2015-03-01 | 13.42632816078120 |
| 2015-04-01 | 13.75936427979740 |
| 2015-05-01 | 13.68924679559990 |
| 2015-06-01 | 13.80471331768090 |
| 2015-07-01 | 13.85182914787970 |
| 2015-08-01 | 13.79583925846020 |
| 2015-09-01 | 13.72426865876600 |
| 2015-10-01 | 13.90231875927210 |
| 2015-11-01 | 14.04447672939450 |
| 2015-12-01 | 14.32537693760130 |
| 2016-01-01 | 14.14945870817450 |
| 2016-02-01 | 14.51625155635380 |
| 2016-03-01 | 14.57055113039250 |
| 2016-04-01 | 14.75596286442980 |
| 2016-05-01 | 14.67950300308250 |
| 2016-06-01 | 13.86592850127510 |
| 2016-07-01 | 14.73599895917820 |
| 2016-08-01 | 14.89406357124590 |
| 2016-09-01 | 14.97244320922570 |
| 2016-10-01 | 14.58999604784300 |
| 2016-11-01 | 14.69610245271710 |
| 2016-12-01 | 14.61345655623040 |
| 2017-01-01 | 15.11547150889800 |
| 2017-02-01 | 14.67731907405280 |
| 2017-03-01 | 14.62782659605710 |
| 2017-04-01 | 14.26483098966750 |
| 2017-05-01 | 14.38932931066030 |
| 2017-06-01 | 14.13088704066300 |
| 2017-07-01 | 14.10876284214000 |
| 2017-08-01 | 14.18820925334240 |
| 2017-09-01 | 14.09462464945550 |
| 2017-10-01 | 14.48451431669330 |
| 2017-11-01 | 14.84182301561330 |
| 2017-12-01 | 14.61814955863520 |
| 2018-01-01 | 14.77197513844940 |
| 2018-02-01 | 14.73099411820550 |
| 2018-03-01 | 14.88938105978600 |
| 2018-04-01 | 14.78505350470370 |
| 2018-05-01 | 14.80573994932720 |
| 2018-06-01 | 15.10893397789350 |
| 2018-07-01 | 15.17810989537220 |
| 2018-08-01 | 14.98086202544070 |
| 2018-09-01 | 15.10273068171540 |
| 2018-10-01 | 15.16803801940620 |
| 2018-11-01 | 15.07389251346220 |
| 2018-12-01 | 15.11185553602210 |
| 2019-01-01 | 15.14808403513920 |
| 2019-02-01 | 14.80431336312370 |
| 2019-03-01 | 14.98201663535060 |
| 2019-04-01 | 15.09209305049820 |
| 2019-05-01 | 15.12344256404520 |
| 2019-06-01 | 14.97946861762390 |
| 2019-07-01 | 14.72169118769780 |
| 2019-08-01 | 14.97040335138840 |
| 2019-09-01 | 14.89418932009530 |
| 2019-10-01 | 14.74827026087040 |
| 2019-11-01 | 14.92398487113190 |
| 2019-12-01 | 14.80409214711630 |
| 2020-01-01 | 14.95831846204760 |
| 2020-02-01 | 14.98994506228450 |
| 2020-03-01 | 14.98604329737230 |
| 2020-04-01 | 10.56700992083460 |
| 2020-05-01 | 10.91450792172570 |
| 2020-06-01 | 11.44870923643330 |
| 2020-07-01 | 12.67869513594540 |
| 2020-08-01 | 12.85098597999790 |
| 2020-09-01 | 12.87812155273880 |
| 2020-10-01 | 13.14002186044450 |
| 2020-11-01 | 13.28752746016830 |
| 2020-12-01 | 13.39387817256180 |
| 2021-01-01 | 13.47966991128280 |
| 2021-02-01 | 13.68849073946610 |
| 2021-03-01 | 13.69292961147210 |
| 2021-04-01 | 13.51661541169800 |
| 2021-05-01 | 13.49038297269300 |
| 2021-06-01 | 13.42125834222170 |
| 2021-07-01 | 13.94348278229590 |
| 2021-08-01 | 13.91561934192860 |
| 2021-09-01 | 13.74936653989570 |
| 2021-10-01 | 14.34592485532290 |
| 2021-11-01 | 14.48161812592680 |
| 2021-12-01 | 14.59508965078410 |
| 2022-01-01 | 14.48827004385090 |
| 2022-02-01 | 14.68686935016080 |
| 2022-03-01 | 14.67874281558900 |
| 2022-04-01 | 14.96878590100530 |
| 2022-05-01 | 14.95087627456680 |
| 2022-06-01 | 14.90466494476490 |
| 2022-07-01 | 14.92372311134930 |
| 2022-08-01 | 14.67198817501730 |
| 2022-09-01 | 14.82527942804640 |
| 2022-10-01 | 14.64318885623570 |
| 2022-11-01 | 14.58671646263210 |
| 2022-12-01 | 14.90072451395470 |
| 2023-01-01 | 14.47444362097500 |
| 2023-02-01 | 14.60343009168230 |
| 2023-03-01 | 14.86466478777760 |
| 2023-04-01 | 14.62436005134040 |
| 2023-05-01 | 14.71409239869970 |
| 2023-06-01 | 14.79016982999430 |
| 2023-07-01 | 14.58628994493930 |
| 2023-08-01 | 14.71345377608270 |
| 2023-09-01 | 14.80807553092310 |
| 2023-10-01 | 14.84400978428380 |
| 2023-11-01 | 14.90652654576300 |
| 2023-12-01 | 14.90696166530470 |
| 2024-01-01 | 15.04559319927520 |
| 2024-02-01 | 14.92221089737160 |
| 2024-03-01 | 15.04796586602540 |
| 2024-04-01 | 15.09750466001790 |
| 2024-05-01 | 15.08148348929390 |
| 2024-06-01 | 14.97763101269860 |
| 2024-07-01 | 14.94598746598580 |
| 2024-08-01 | 15.13258782218330 |
| 2024-09-01 | 15.09944257563830 |
| 2024-10-01 | 15.04396223294640 |
| 2024-11-01 | 15.11971265274890 |
| 2024-12-01 | 15.11757604124650 |
| 2025-01-01 | 15.20746115150010 |
| 2025-02-01 | 15.14275854208330 |
| 2025-03-01 | 15.03850074531880 |
| 2025-04-01 | 15.08483782573460 |
| 2025-05-01 | 15.06324379434050 |
| 2025-06-01 | 15.07479993419810 |
| 2025-07-01 | 14.77849055610360 |
| 2025-08-01 | 14.92825114973380 |
| 2025-09-01 | 15.00327277569170 |
| 2025-10-01 | 15.04751938906300 |
| 2025-11-01 | 14.92940053003680 |
| 2025-12-01 | 14.92447609335050 |
| 2026-01-01 | 14.97875073475280 |
| 2026-02-01 | 14.94601852943620 |
| 2026-03-01 | 15.02943993330510 |
| 2026-04-01 | 14.98863001640680 |