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 2026-05-01 |
| Last Updated | 2026-06-24 10:00 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 | 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 | 9.35948439491510 |
| 1993-08-01 | 9.32012548171531 |
| 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 | 12.07565416344700 |
| 1997-03-01 | 11.75772204161230 |
| 1997-04-01 | 12.27184853341310 |
| 1997-05-01 | 12.45109574670700 |
| 1997-06-01 | 12.44490822005060 |
| 1997-07-01 | 12.40159125787740 |
| 1997-08-01 | 12.32084230760540 |
| 1997-09-01 | 12.28640916029030 |
| 1997-10-01 | 11.69231020399110 |
| 1997-11-01 | 12.13323053422290 |
| 1997-12-01 | 12.20545239952040 |
| 1998-01-01 | 12.52103373187170 |
| 1998-02-01 | 12.77123701675950 |
| 1998-03-01 | 12.81340603347070 |
| 1998-04-01 | 12.73455435046360 |
| 1998-05-01 | 12.79573581331390 |
| 1998-06-01 | 12.91202973733260 |
| 1998-07-01 | 12.96921831018410 |
| 1998-08-01 | 13.16982647746840 |
| 1998-09-01 | 13.28551701761900 |
| 1998-10-01 | 13.61389727107720 |
| 1998-11-01 | 13.55096924460480 |
| 1998-12-01 | 13.64858894089050 |
| 1999-01-01 | 12.78733033915570 |
| 1999-02-01 | 12.94096468077990 |
| 1999-03-01 | 12.98940641477080 |
| 1999-04-01 | 12.99630100810590 |
| 1999-05-01 | 12.86469396989130 |
| 1999-06-01 | 12.71227119569800 |
| 1999-07-01 | 12.51279783260720 |
| 1999-08-01 | 12.52186102400730 |
| 1999-09-01 | 12.49662245734840 |
| 1999-10-01 | 12.60333821049560 |
| 1999-11-01 | 12.73700101586150 |
| 1999-12-01 | 12.94734243532430 |
| 2000-01-01 | 13.58404024748240 |
| 2000-02-01 | 13.44631689885330 |
| 2000-03-01 | 13.51503055999830 |
| 2000-04-01 | 13.25226298072310 |
| 2000-05-01 | 13.23185306843400 |
| 2000-06-01 | 13.30014773534840 |
| 2000-07-01 | 13.43384456736590 |
| 2000-08-01 | 13.45985852179200 |
| 2000-09-01 | 13.52710660752420 |
| 2000-10-01 | 13.17961617424060 |
| 2000-11-01 | 13.23304540884050 |
| 2000-12-01 | 13.02275955332210 |
| 2001-01-01 | 12.87973004209640 |
| 2001-02-01 | 12.44448151625250 |
| 2001-03-01 | 12.27320241583060 |
| 2001-04-01 | 12.62642460424750 |
| 2001-05-01 | 12.62693544246900 |
| 2001-06-01 | 12.59138202770970 |
| 2001-07-01 | 12.13264125283600 |
| 2001-08-01 | 11.97209681205010 |
| 2001-09-01 | 11.95464136220160 |
| 2001-10-01 | 11.64689345264010 |
| 2001-11-01 | 11.60950487342310 |
| 2001-12-01 | 11.66960162335660 |
| 2002-01-01 | 11.90737171202410 |
| 2002-02-01 | 12.06408292328840 |
| 2002-03-01 | 12.06409175819950 |
| 2002-04-01 | 12.10065933259920 |
| 2002-05-01 | 12.19148140349150 |
| 2002-06-01 | 12.26917256677040 |
| 2002-07-01 | 12.64610920319610 |
| 2002-08-01 | 12.59565731295670 |
| 2002-09-01 | 12.57587696235500 |
| 2002-10-01 | 12.92792282667210 |
| 2002-11-01 | 12.69710287350840 |
| 2002-12-01 | 12.70824335233780 |
| 2003-01-01 | 12.41717795852560 |
| 2003-02-01 | 12.35812333946160 |
| 2003-03-01 | 12.32085186712990 |
| 2003-04-01 | 12.29592267174550 |
| 2003-05-01 | 12.06871512298050 |
| 2003-06-01 | 12.08555587509490 |
| 2003-07-01 | 11.87481596062210 |
| 2003-08-01 | 11.83018103247650 |
| 2003-09-01 | 11.68524533815530 |
| 2003-10-01 | 12.00672161776040 |
| 2003-11-01 | 11.96080767407430 |
| 2003-12-01 | 11.83135247176100 |
| 2004-01-01 | 12.24071776595970 |
| 2004-02-01 | 11.84612393678390 |
| 2004-03-01 | 11.75051982999070 |
| 2004-04-01 | 12.19739850081960 |
| 2004-05-01 | 12.23334444829380 |
| 2004-06-01 | 12.60932550927910 |
| 2004-07-01 | 13.02821047001810 |
| 2004-08-01 | 12.88442777797230 |
| 2004-09-01 | 12.60450786203680 |
| 2004-10-01 | 12.20475929107010 |
| 2004-11-01 | 12.41138361952710 |
| 2004-12-01 | 12.45902382508160 |
| 2005-01-01 | 12.22899591121790 |
| 2005-02-01 | 12.51754943526270 |
| 2005-03-01 | 12.35216150525700 |
| 2005-04-01 | 13.12666927059700 |
| 2005-05-01 | 12.92452734113060 |
| 2005-06-01 | 12.25405206615210 |
| 2005-07-01 | 12.55763564422510 |
| 2005-08-01 | 12.62288144575000 |
| 2005-09-01 | 13.01525784417110 |
| 2005-10-01 | 12.91608330091880 |
| 2005-11-01 | 12.95446621355090 |
| 2005-12-01 | 13.19888319620610 |
| 2006-01-01 | 13.22744391714090 |
| 2006-02-01 | 13.09078062331710 |
| 2006-03-01 | 13.34435300563660 |
| 2006-04-01 | 13.06004991890320 |
| 2006-05-01 | 13.02622755131150 |
| 2006-06-01 | 12.79513803831660 |
| 2006-07-01 | 12.86968908342600 |
| 2006-08-01 | 12.75300087121410 |
| 2006-09-01 | 13.31054806174130 |
| 2006-10-01 | 13.33131877118790 |
| 2006-11-01 | 13.41441090329600 |
| 2006-12-01 | 13.35768168068100 |
| 2007-01-01 | 13.31149552781510 |
| 2007-02-01 | 13.47950918039820 |
| 2007-03-01 | 13.82651536144280 |
| 2007-04-01 | 13.08950749993390 |
| 2007-05-01 | 13.06895073344510 |
| 2007-06-01 | 12.94695528408160 |
| 2007-07-01 | 12.74421735415510 |
| 2007-08-01 | 12.64883917971570 |
| 2007-09-01 | 12.29206632264930 |
| 2007-10-01 | 12.42937897454540 |
| 2007-11-01 | 12.60292231547740 |
| 2007-12-01 | 12.54220078939350 |
| 2008-01-01 | 12.90891432956660 |
| 2008-02-01 | 12.57350173197970 |
| 2008-03-01 | 12.49977870869290 |
| 2008-04-01 | 12.30343026849430 |
| 2008-05-01 | 12.93983779726580 |
| 2008-06-01 | 12.68339758694230 |
| 2008-07-01 | 12.60538812394430 |
| 2008-08-01 | 12.33022870758230 |
| 2008-09-01 | 12.08350908162940 |
| 2008-10-01 | 12.11751148900020 |
| 2008-11-01 | 11.89870215331720 |
| 2008-12-01 | 11.65012197413340 |
| 2009-01-01 | 11.49616327771940 |
| 2009-02-01 | 11.28123655006020 |
| 2009-03-01 | 11.28615269206980 |
| 2009-04-01 | 11.19871259144870 |
| 2009-05-01 | 11.00633225043150 |
| 2009-06-01 | 11.20907660685480 |
| 2009-07-01 | 11.85621727741810 |
| 2009-08-01 | 11.80310934430780 |
| 2009-09-01 | 11.57351646055610 |
| 2009-10-01 | 11.41767304140350 |
| 2009-11-01 | 11.42061343943850 |
| 2009-12-01 | 11.47629790554200 |
| 2010-01-01 | 11.28788059662980 |
| 2010-02-01 | 11.36477963538130 |
| 2010-03-01 | 11.35883497231150 |
| 2010-04-01 | 11.58467680987490 |
| 2010-05-01 | 11.55068307566940 |
| 2010-06-01 | 11.72841377755410 |
| 2010-07-01 | 11.83564808393370 |
| 2010-08-01 | 12.10649437537040 |
| 2010-09-01 | 12.15850369208680 |
| 2010-10-01 | 12.02067244666850 |
| 2010-11-01 | 11.94402345995940 |
| 2010-12-01 | 11.79146865205180 |
| 2011-01-01 | 12.38485104271960 |
| 2011-02-01 | 12.34687215351580 |
| 2011-03-01 | 12.53422035273060 |
| 2011-04-01 | 12.36305968849580 |
| 2011-05-01 | 12.24904683890820 |
| 2011-06-01 | 12.33765607813430 |
| 2011-07-01 | 12.44294656930940 |
| 2011-08-01 | 12.42939460446860 |
| 2011-09-01 | 12.56532871426780 |
| 2011-10-01 | 12.82002003415630 |
| 2011-11-01 | 12.97242793509860 |
| 2011-12-01 | 12.80142145605650 |
| 2012-01-01 | 12.89308588982620 |
| 2012-02-01 | 12.90894939924940 |
| 2012-03-01 | 12.90697346907400 |
| 2012-04-01 | 12.93506904517950 |
| 2012-05-01 | 12.92127679086540 |
| 2012-06-01 | 12.72065909263870 |
| 2012-07-01 | 12.77046277051540 |
| 2012-08-01 | 12.58067650276900 |
| 2012-09-01 | 12.52312421693570 |
| 2012-10-01 | 12.31422209792720 |
| 2012-11-01 | 12.37261440667050 |
| 2012-12-01 | 12.38625121346910 |
| 2013-01-01 | 12.62097215503670 |
| 2013-02-01 | 12.66860275392260 |
| 2013-03-01 | 12.79895701477380 |
| 2013-04-01 | 12.49808791441400 |
| 2013-05-01 | 12.56460123039260 |
| 2013-06-01 | 12.38507765774450 |
| 2013-07-01 | 12.71247573925720 |
| 2013-08-01 | 12.83986217494340 |
| 2013-09-01 | 13.09754710321160 |
| 2013-10-01 | 13.11658449929350 |
| 2013-11-01 | 13.17482338733200 |
| 2013-12-01 | 13.27017177939850 |
| 2014-01-01 | 13.24604947211770 |
| 2014-02-01 | 13.11198543109610 |
| 2014-03-01 | 13.16669440961380 |
| 2014-04-01 | 13.27100880369070 |
| 2014-05-01 | 13.51685097622580 |
| 2014-06-01 | 13.54788955117260 |
| 2014-07-01 | 13.87936786725690 |
| 2014-08-01 | 13.71570398331780 |
| 2014-09-01 | 13.46787988927400 |
| 2014-10-01 | 13.71121884454000 |
| 2014-11-01 | 13.55931161678280 |
| 2014-12-01 | 13.54143976295780 |
| 2015-01-01 | 13.36223007198550 |
| 2015-02-01 | 13.46277561225070 |
| 2015-03-01 | 13.42633357147770 |
| 2015-04-01 | 13.75936992968310 |
| 2015-05-01 | 13.68925120406750 |
| 2015-06-01 | 13.80470353569740 |
| 2015-07-01 | 13.85183002743490 |
| 2015-08-01 | 13.79583730218330 |
| 2015-09-01 | 13.72424475545950 |
| 2015-10-01 | 13.90230625729300 |
| 2015-11-01 | 14.04447150939610 |
| 2015-12-01 | 14.32537899314590 |
| 2016-01-01 | 14.14947756955190 |
| 2016-02-01 | 14.51627713488230 |
| 2016-03-01 | 14.57056453340940 |
| 2016-04-01 | 14.75597435321090 |
| 2016-05-01 | 14.67950930879660 |
| 2016-06-01 | 13.86591667896610 |
| 2016-07-01 | 14.73597873711680 |
| 2016-08-01 | 14.89405334965350 |
| 2016-09-01 | 14.97240305540360 |
| 2016-10-01 | 14.58997550351780 |
| 2016-11-01 | 14.69609042706270 |
| 2016-12-01 | 14.61345986809420 |
| 2017-01-01 | 15.11549962035470 |
| 2017-02-01 | 14.67737699619050 |
| 2017-03-01 | 14.62786707779060 |
| 2017-04-01 | 14.26489613579190 |
| 2017-05-01 | 14.38931563449140 |
| 2017-06-01 | 14.13086921105630 |
| 2017-07-01 | 14.10869296437080 |
| 2017-08-01 | 14.18816291754310 |
| 2017-09-01 | 14.09455070607980 |
| 2017-10-01 | 14.48446673015040 |
| 2017-11-01 | 14.84179845842390 |
| 2017-12-01 | 14.61816253523130 |
| 2018-01-01 | 14.77203649786990 |
| 2018-02-01 | 14.73112254303080 |
| 2018-03-01 | 14.88949291521730 |
| 2018-04-01 | 14.78521776974810 |
| 2018-05-01 | 14.80574508722730 |
| 2018-06-01 | 15.10883452596740 |
| 2018-07-01 | 15.17790436434060 |
| 2018-08-01 | 14.98078118617000 |
| 2018-09-01 | 15.10254819485680 |
| 2018-10-01 | 15.16796184535810 |
| 2018-11-01 | 15.07386460122750 |
| 2018-12-01 | 15.11190578148780 |
| 2019-01-01 | 15.14821783438110 |
| 2019-02-01 | 14.80455000027700 |
| 2019-03-01 | 14.98224895347540 |
| 2019-04-01 | 15.09238769847490 |
| 2019-05-01 | 15.12348558629120 |
| 2019-06-01 | 14.97930175563280 |
| 2019-07-01 | 14.72137298393090 |
| 2019-08-01 | 14.97006399689220 |
| 2019-09-01 | 14.89389815551840 |
| 2019-10-01 | 14.74811100216000 |
| 2019-11-01 | 14.92385074493160 |
| 2019-12-01 | 14.80418066963940 |
| 2020-01-01 | 14.95881958491840 |
| 2020-02-01 | 14.99002648575040 |
| 2020-03-01 | 14.98706127985160 |
| 2020-04-01 | 10.56721561437850 |
| 2020-05-01 | 10.91450743369600 |
| 2020-06-01 | 11.44841885626130 |
| 2020-07-01 | 12.67805342625960 |
| 2020-08-01 | 12.85033799676550 |
| 2020-09-01 | 12.87765051665930 |
| 2020-10-01 | 13.13971518235540 |
| 2020-11-01 | 13.28727767596200 |
| 2020-12-01 | 13.39410702324180 |
| 2021-01-01 | 13.48074387556210 |
| 2021-02-01 | 13.68864889517040 |
| 2021-03-01 | 13.69493228689400 |
| 2021-04-01 | 13.51680013556590 |
| 2021-05-01 | 13.49023671726750 |
| 2021-06-01 | 13.42068881650830 |
| 2021-07-01 | 13.94227716361370 |
| 2021-08-01 | 13.91429423159220 |
| 2021-09-01 | 13.74848281241980 |
| 2021-10-01 | 14.34529439390890 |
| 2021-11-01 | 14.48128649104150 |
| 2021-12-01 | 14.59574523963090 |
| 2022-01-01 | 14.49041627982570 |
| 2022-02-01 | 14.68765774248250 |
| 2022-03-01 | 14.68214553757790 |
| 2022-04-01 | 14.96903358998510 |
| 2022-05-01 | 14.95034687131490 |
| 2022-06-01 | 14.90323584165390 |
| 2022-07-01 | 14.92157900974380 |
| 2022-08-01 | 14.66956656619030 |
| 2022-09-01 | 14.82348397052160 |
| 2022-10-01 | 14.64188721664790 |
| 2022-11-01 | 14.58622107756760 |
| 2022-12-01 | 14.90196425769250 |
| 2023-01-01 | 14.47788448275250 |
| 2023-02-01 | 14.60628314278870 |
| 2023-03-01 | 14.87103404951450 |
| 2023-04-01 | 14.62851493533710 |
| 2023-05-01 | 14.70873377079320 |
| 2023-06-01 | 14.78591566371370 |
| 2023-07-01 | 14.58240083801670 |
| 2023-08-01 | 14.70952997180410 |
| 2023-09-01 | 14.80546988847280 |
| 2023-10-01 | 14.84238691799180 |
| 2023-11-01 | 14.90634717985290 |
| 2023-12-01 | 14.90919862439210 |
| 2024-01-01 | 15.05072637839680 |
| 2024-02-01 | 14.92763180985000 |
| 2024-03-01 | 15.05792917417150 |
| 2024-04-01 | 15.10661641413890 |
| 2024-05-01 | 15.06983418687450 |
| 2024-06-01 | 14.96985912519110 |
| 2024-07-01 | 14.94002053367730 |
| 2024-08-01 | 15.12727586959580 |
| 2024-09-01 | 15.09605107296240 |
| 2024-10-01 | 15.04213457366140 |
| 2024-11-01 | 15.11999279740180 |
| 2024-12-01 | 15.12077414524880 |
| 2025-01-01 | 15.21392810033230 |
| 2025-02-01 | 15.15110618829380 |
| 2025-03-01 | 15.05186534006190 |
| 2025-04-01 | 15.10022974795670 |
| 2025-05-01 | 15.04400528791760 |
| 2025-06-01 | 15.06333275431840 |
| 2025-07-01 | 14.77047700322300 |
| 2025-08-01 | 14.92184572183900 |
| 2025-09-01 | 14.99943256378780 |
| 2025-10-01 | 15.04587999114260 |
| 2025-11-01 | 14.93033885297360 |
| 2025-12-01 | 14.92843466884670 |
| 2026-01-01 | 14.98604119132800 |
| 2026-02-01 | 14.95629173016220 |
| 2026-03-01 | 15.04442233516150 |
| 2026-04-01 | 15.00754386938610 |
| 2026-05-01 | 15.13946032859920 |