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 2026-06-01 |
| Last Updated | 2026-07-22 9:43 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 | 8.95211709228987 |
| 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 | 9.16942316783565 |
| 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 | 9.54366251312940 |
| 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 | 9.32012548171531 |
| 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 | 11.08729706379510 |
| 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 | 10.92022274741170 |
| 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 | 11.79863411664600 |
| 1996-10-01 | 11.87440964758930 |
| 1996-11-01 | 12.02444948914390 |
| 1996-12-01 | 12.05093919784730 |
| 1997-01-01 | 12.02901169782370 |
| 1997-02-01 | 12.07565416344690 |
| 1997-03-01 | 11.75772204161200 |
| 1997-04-01 | 12.27184853341300 |
| 1997-05-01 | 12.45109574670710 |
| 1997-06-01 | 12.44490822005070 |
| 1997-07-01 | 12.40159125787750 |
| 1997-08-01 | 12.32084230760550 |
| 1997-09-01 | 12.28640916029040 |
| 1997-10-01 | 11.69231020399120 |
| 1997-11-01 | 12.13323053422300 |
| 1997-12-01 | 12.20545239952050 |
| 1998-01-01 | 12.52103373187180 |
| 1998-02-01 | 12.77123701675920 |
| 1998-03-01 | 12.81340603346980 |
| 1998-04-01 | 12.73455435046380 |
| 1998-05-01 | 12.79573581331410 |
| 1998-06-01 | 12.91202973733280 |
| 1998-07-01 | 12.96921831018390 |
| 1998-08-01 | 13.16982647746820 |
| 1998-09-01 | 13.28551701761920 |
| 1998-10-01 | 13.61389727107800 |
| 1998-11-01 | 13.55096924460570 |
| 1998-12-01 | 13.64858894089120 |
| 1999-01-01 | 12.78733033915560 |
| 1999-02-01 | 12.94096468077820 |
| 1999-03-01 | 12.98940641476760 |
| 1999-04-01 | 12.99630100810530 |
| 1999-05-01 | 12.86469396989190 |
| 1999-06-01 | 12.71227119569990 |
| 1999-07-01 | 12.51279783260860 |
| 1999-08-01 | 12.52186102400850 |
| 1999-09-01 | 12.49662245734990 |
| 1999-10-01 | 12.60333821049330 |
| 1999-11-01 | 12.73700101586330 |
| 1999-12-01 | 12.94734243532590 |
| 2000-01-01 | 13.58404024748210 |
| 2000-02-01 | 13.44631689884950 |
| 2000-03-01 | 13.51503055999170 |
| 2000-04-01 | 13.25226298072090 |
| 2000-05-01 | 13.23185306843550 |
| 2000-06-01 | 13.30014773535390 |
| 2000-07-01 | 13.43384456737080 |
| 2000-08-01 | 13.45985852179450 |
| 2000-09-01 | 13.52710660752590 |
| 2000-10-01 | 13.17961617423170 |
| 2000-11-01 | 13.23304540883860 |
| 2000-12-01 | 13.02275955332220 |
| 2001-01-01 | 12.87973004212970 |
| 2001-02-01 | 12.44448151624960 |
| 2001-03-01 | 12.27320241577750 |
| 2001-04-01 | 12.62642460424350 |
| 2001-05-01 | 12.62693544246330 |
| 2001-06-01 | 12.59138202770270 |
| 2001-07-01 | 12.13264125292120 |
| 2001-08-01 | 11.97209681204210 |
| 2001-09-01 | 11.95464136220110 |
| 2001-10-01 | 11.64689345260600 |
| 2001-11-01 | 11.60950487342710 |
| 2001-12-01 | 11.66960162336530 |
| 2002-01-01 | 11.90737171208440 |
| 2002-02-01 | 12.06408292325380 |
| 2002-03-01 | 12.06409175803840 |
| 2002-04-01 | 12.10065933270480 |
| 2002-05-01 | 12.19148140325530 |
| 2002-06-01 | 12.26917256676980 |
| 2002-07-01 | 12.64610920347070 |
| 2002-08-01 | 12.59565731311340 |
| 2002-09-01 | 12.57587696251770 |
| 2002-10-01 | 12.92792282668760 |
| 2002-11-01 | 12.69710287344700 |
| 2002-12-01 | 12.70824335216320 |
| 2003-01-01 | 12.41717795837920 |
| 2003-02-01 | 12.35812333920180 |
| 2003-03-01 | 12.32085186675760 |
| 2003-04-01 | 12.29592267196470 |
| 2003-05-01 | 12.06871512261700 |
| 2003-06-01 | 12.08555587528180 |
| 2003-07-01 | 11.87481596136590 |
| 2003-08-01 | 11.83018103315460 |
| 2003-09-01 | 11.68524533878160 |
| 2003-10-01 | 12.00672161792510 |
| 2003-11-01 | 11.96080767372930 |
| 2003-12-01 | 11.83135247090260 |
| 2004-01-01 | 12.24071776496880 |
| 2004-02-01 | 11.84612393582570 |
| 2004-03-01 | 11.75051982921630 |
| 2004-04-01 | 12.19739850127570 |
| 2004-05-01 | 12.23334444814390 |
| 2004-06-01 | 12.60932550995190 |
| 2004-07-01 | 13.02821047146140 |
| 2004-08-01 | 12.88442777951260 |
| 2004-09-01 | 12.60450786487820 |
| 2004-10-01 | 12.20475929184160 |
| 2004-11-01 | 12.41138361963330 |
| 2004-12-01 | 12.45902382461830 |
| 2005-01-01 | 12.22899589989040 |
| 2005-02-01 | 12.51754943431800 |
| 2005-03-01 | 12.35216150434540 |
| 2005-04-01 | 13.12666927576800 |
| 2005-05-01 | 12.92452734166200 |
| 2005-06-01 | 12.25405206761670 |
| 2005-07-01 | 12.55763564672860 |
| 2005-08-01 | 12.62288144835960 |
| 2005-09-01 | 13.01525784927730 |
| 2005-10-01 | 12.91608330221580 |
| 2005-11-01 | 12.95446621372580 |
| 2005-12-01 | 13.19888319551170 |
| 2006-01-01 | 13.22744389474370 |
| 2006-02-01 | 13.09078062127050 |
| 2006-03-01 | 13.34435300301910 |
| 2006-04-01 | 13.06004992646670 |
| 2006-05-01 | 13.02622755971280 |
| 2006-06-01 | 12.79513803652440 |
| 2006-07-01 | 12.86968909087300 |
| 2006-08-01 | 12.75300087729590 |
| 2006-09-01 | 13.31054806649960 |
| 2006-10-01 | 13.33131877146820 |
| 2006-11-01 | 13.41441090303240 |
| 2006-12-01 | 13.35768167974080 |
| 2007-01-01 | 13.31149549428890 |
| 2007-02-01 | 13.47950917703010 |
| 2007-03-01 | 13.82651535664050 |
| 2007-04-01 | 13.08950750907490 |
| 2007-05-01 | 13.06895074941990 |
| 2007-06-01 | 12.94695527981370 |
| 2007-07-01 | 12.74421736941100 |
| 2007-08-01 | 12.64883919421890 |
| 2007-09-01 | 12.29206633098910 |
| 2007-10-01 | 12.42937897756430 |
| 2007-11-01 | 12.60292231424210 |
| 2007-12-01 | 12.54220077068800 |
| 2008-01-01 | 12.90891427939980 |
| 2008-02-01 | 12.57350171188050 |
| 2008-03-01 | 12.49977869526940 |
| 2008-04-01 | 12.30343028186220 |
| 2008-05-01 | 12.93983783941870 |
| 2008-06-01 | 12.68339760372770 |
| 2008-07-01 | 12.60538816729420 |
| 2008-08-01 | 12.33022873953630 |
| 2008-09-01 | 12.08350908673140 |
| 2008-10-01 | 12.11751147394380 |
| 2008-11-01 | 11.89870215966920 |
| 2008-12-01 | 11.65012190483050 |
| 2009-01-01 | 11.49616318146160 |
| 2009-02-01 | 11.28123649531530 |
| 2009-03-01 | 11.28615267028460 |
| 2009-04-01 | 11.19871262812140 |
| 2009-05-01 | 11.00633234211040 |
| 2009-06-01 | 11.20907668305760 |
| 2009-07-01 | 11.85621737100930 |
| 2009-08-01 | 11.80310940360140 |
| 2009-09-01 | 11.57351646104200 |
| 2009-10-01 | 11.41767300209010 |
| 2009-11-01 | 11.42061345715410 |
| 2009-12-01 | 11.47629776591280 |
| 2010-01-01 | 11.28788041181860 |
| 2010-02-01 | 11.36477947096780 |
| 2010-03-01 | 11.35883496083760 |
| 2010-04-01 | 11.58467664277540 |
| 2010-05-01 | 11.55068293100120 |
| 2010-06-01 | 11.72841500419660 |
| 2010-07-01 | 11.83564799954470 |
| 2010-08-01 | 12.10649433791660 |
| 2010-09-01 | 12.15850365915020 |
| 2010-10-01 | 12.02067238797630 |
| 2010-11-01 | 11.94402344477270 |
| 2010-12-01 | 11.79146833489430 |
| 2011-01-01 | 12.38485061697880 |
| 2011-02-01 | 12.34687173836650 |
| 2011-03-01 | 12.53422029181500 |
| 2011-04-01 | 12.36305941665580 |
| 2011-05-01 | 12.24904671480910 |
| 2011-06-01 | 12.33765880729540 |
| 2011-07-01 | 12.44294587049480 |
| 2011-08-01 | 12.42939467979100 |
| 2011-09-01 | 12.56532915419270 |
| 2011-10-01 | 12.82001984405690 |
| 2011-11-01 | 12.97242763081860 |
| 2011-12-01 | 12.80142067339340 |
| 2012-01-01 | 12.89308491419790 |
| 2012-02-01 | 12.90894848097030 |
| 2012-03-01 | 12.90697328889750 |
| 2012-04-01 | 12.93506882210200 |
| 2012-05-01 | 12.92127699177840 |
| 2012-06-01 | 12.72066364818690 |
| 2012-07-01 | 12.77046172252900 |
| 2012-08-01 | 12.58067683388290 |
| 2012-09-01 | 12.52312514013460 |
| 2012-10-01 | 12.31422182187760 |
| 2012-11-01 | 12.37261406737200 |
| 2012-12-01 | 12.38625029574870 |
| 2013-01-01 | 12.62096833064590 |
| 2013-02-01 | 12.66860154581580 |
| 2013-03-01 | 12.79895638170810 |
| 2013-04-01 | 12.49808708288650 |
| 2013-05-01 | 12.56460067218320 |
| 2013-06-01 | 12.38509094589220 |
| 2013-07-01 | 12.71247307648130 |
| 2013-08-01 | 12.83986170877840 |
| 2013-09-01 | 13.09754782337170 |
| 2013-10-01 | 13.11658120147470 |
| 2013-11-01 | 13.17482286169650 |
| 2013-12-01 | 13.27017105264420 |
| 2014-01-01 | 13.24604405892090 |
| 2014-02-01 | 13.11198491200180 |
| 2014-03-01 | 13.16669431739630 |
| 2014-04-01 | 13.27100800260330 |
| 2014-05-01 | 13.51684965950240 |
| 2014-06-01 | 13.54791088042460 |
| 2014-07-01 | 13.87936308272570 |
| 2014-08-01 | 13.71570096036810 |
| 2014-09-01 | 13.46787781524680 |
| 2014-10-01 | 13.71121119110840 |
| 2014-11-01 | 13.55931273732730 |
| 2014-12-01 | 13.54144063837870 |
| 2015-01-01 | 13.36222607366860 |
| 2015-02-01 | 13.46277917928420 |
| 2015-03-01 | 13.42633616810860 |
| 2015-04-01 | 13.75936927794300 |
| 2015-05-01 | 13.68924706207220 |
| 2015-06-01 | 13.80472805317310 |
| 2015-07-01 | 13.85181932305290 |
| 2015-08-01 | 13.79582810076130 |
| 2015-09-01 | 13.72423723224300 |
| 2015-10-01 | 13.90229329139020 |
| 2015-11-01 | 14.04447412692840 |
| 2015-12-01 | 14.32538309497630 |
| 2016-01-01 | 14.14948130292590 |
| 2016-02-01 | 14.51631446695350 |
| 2016-03-01 | 14.57057084442910 |
| 2016-04-01 | 14.75597145680440 |
| 2016-05-01 | 14.67949748078530 |
| 2016-06-01 | 13.86592951535150 |
| 2016-07-01 | 14.73592246695910 |
| 2016-08-01 | 14.89403834284930 |
| 2016-09-01 | 14.97239416171660 |
| 2016-10-01 | 14.58996698595940 |
| 2016-11-01 | 14.69610212223430 |
| 2016-12-01 | 14.61347966909580 |
| 2017-01-01 | 15.11552696388110 |
| 2017-02-01 | 14.67746218341600 |
| 2017-03-01 | 14.62788796861220 |
| 2017-04-01 | 14.26490164559060 |
| 2017-05-01 | 14.38932864357390 |
| 2017-06-01 | 14.13070779319820 |
| 2017-07-01 | 14.10861043491800 |
| 2017-08-01 | 14.18815663154340 |
| 2017-09-01 | 14.09455429233830 |
| 2017-10-01 | 14.48447593482850 |
| 2017-11-01 | 14.84182873825030 |
| 2017-12-01 | 14.61820808978790 |
| 2018-01-01 | 14.77209900614100 |
| 2018-02-01 | 14.73126438365430 |
| 2018-03-01 | 14.88954929981280 |
| 2018-04-01 | 14.78527561024060 |
| 2018-05-01 | 14.80585084942550 |
| 2018-06-01 | 15.10821881991670 |
| 2018-07-01 | 15.17779225063750 |
| 2018-08-01 | 14.98085601556430 |
| 2018-09-01 | 15.10258701049560 |
| 2018-10-01 | 15.16802990519200 |
| 2018-11-01 | 15.07394323046570 |
| 2018-12-01 | 15.11199063985860 |
| 2019-01-01 | 15.14830800261600 |
| 2019-02-01 | 14.80470838749920 |
| 2019-03-01 | 14.98232510296430 |
| 2019-04-01 | 15.09248527158380 |
| 2019-05-01 | 15.12368346347520 |
| 2019-06-01 | 14.97824296909070 |
| 2019-07-01 | 14.72128732170080 |
| 2019-08-01 | 14.97014074049040 |
| 2019-09-01 | 14.89399172159130 |
| 2019-10-01 | 14.74824859094180 |
| 2019-11-01 | 14.92397554684270 |
| 2019-12-01 | 14.80442972515710 |
| 2020-01-01 | 14.95891367308020 |
| 2020-02-01 | 14.99019449316790 |
| 2020-03-01 | 14.98691429788900 |
| 2020-04-01 | 10.56732994816730 |
| 2020-05-01 | 10.91472505556780 |
| 2020-06-01 | 11.44702687542510 |
| 2020-07-01 | 12.67831855924740 |
| 2020-08-01 | 12.85040184056170 |
| 2020-09-01 | 12.87782569595660 |
| 2020-10-01 | 13.13997012167430 |
| 2020-11-01 | 13.28746821166160 |
| 2020-12-01 | 13.39445109078450 |
| 2021-01-01 | 13.48067386626300 |
| 2021-02-01 | 13.68857822359240 |
| 2021-03-01 | 13.69434013419080 |
| 2021-04-01 | 13.51677983506300 |
| 2021-05-01 | 13.49044221038580 |
| 2021-06-01 | 13.41943261330800 |
| 2021-07-01 | 13.94322709575680 |
| 2021-08-01 | 13.91459195141970 |
| 2021-09-01 | 13.74897704208620 |
| 2021-10-01 | 14.34576423917880 |
| 2021-11-01 | 14.48146764864260 |
| 2021-12-01 | 14.59590629971660 |
| 2022-01-01 | 14.48973837872780 |
| 2022-02-01 | 14.68684871811520 |
| 2022-03-01 | 14.68071057791950 |
| 2022-04-01 | 14.96871090948670 |
| 2022-05-01 | 14.95062602121090 |
| 2022-06-01 | 14.90263108011810 |
| 2022-07-01 | 14.92378652485560 |
| 2022-08-01 | 14.67065175278190 |
| 2022-09-01 | 14.82466561345160 |
| 2022-10-01 | 14.64287650427660 |
| 2022-11-01 | 14.58654630326890 |
| 2022-12-01 | 14.90168270651990 |
| 2023-01-01 | 14.47618041850010 |
| 2023-02-01 | 14.60380296904350 |
| 2023-03-01 | 14.86724342632980 |
| 2023-04-01 | 14.62505163277970 |
| 2023-05-01 | 14.71171586802780 |
| 2023-06-01 | 14.78816692527170 |
| 2023-07-01 | 14.58648111248240 |
| 2023-08-01 | 14.71177414610890 |
| 2023-09-01 | 14.80742296695780 |
| 2023-10-01 | 14.84369737407520 |
| 2023-11-01 | 14.90644958663410 |
| 2023-12-01 | 14.90805557422540 |
| 2024-01-01 | 15.04750632433090 |
| 2024-02-01 | 14.92296842507210 |
| 2024-03-01 | 15.05121370389300 |
| 2024-04-01 | 15.09952400311550 |
| 2024-05-01 | 15.07711621514040 |
| 2024-06-01 | 14.97520885674570 |
| 2024-07-01 | 14.94617660887070 |
| 2024-08-01 | 15.13071858835820 |
| 2024-09-01 | 15.09864803479910 |
| 2024-10-01 | 15.04365790018380 |
| 2024-11-01 | 15.11985323761360 |
| 2024-12-01 | 15.11863425431600 |
| 2025-01-01 | 15.20914097681210 |
| 2025-02-01 | 15.14407844196130 |
| 2025-03-01 | 15.04200933233040 |
| 2025-04-01 | 15.08869916849580 |
| 2025-05-01 | 15.05657537900940 |
| 2025-06-01 | 15.07308416929440 |
| 2025-07-01 | 14.77823818666730 |
| 2025-08-01 | 14.92622294732870 |
| 2025-09-01 | 15.00233781476220 |
| 2025-10-01 | 15.04721246554210 |
| 2025-11-01 | 14.92961039242270 |
| 2025-12-01 | 14.92535637234150 |
| 2026-01-01 | 14.98016930657810 |
| 2026-02-01 | 14.94777197478610 |
| 2026-03-01 | 15.03293041885480 |
| 2026-04-01 | 14.99394837176790 |
| 2026-05-01 | 15.05614328983220 |
| 2026-06-01 | 15.07424813706040 |