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 2026-07-01 |
| Last Updated | 2026-08-21 7:41 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 | 8.91099022861576 |
| 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 | 9.64592009605346 |
| 1993-03-01 | 9.70264326114995 |
| 1993-04-01 | 9.29365102808141 |
| 1993-05-01 | 9.37521973818168 |
| 1993-06-01 | 9.30223279513516 |
| 1993-07-01 | 9.35948439491510 |
| 1993-08-01 | 9.32012548171533 |
| 1993-09-01 | 9.50182622620458 |
| 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 | 10.87250096920840 |
| 1994-07-01 | 11.45840043950450 |
| 1994-08-01 | 11.19397007660880 |
| 1994-09-01 | 11.21396464993760 |
| 1994-10-01 | 11.35679975054840 |
| 1994-11-01 | 11.49654853144320 |
| 1994-12-01 | 11.42892646556370 |
| 1995-01-01 | 11.08729706379500 |
| 1995-02-01 | 11.17291526642280 |
| 1995-03-01 | 11.13295058264380 |
| 1995-04-01 | 11.14873883271020 |
| 1995-05-01 | 11.13216025607390 |
| 1995-06-01 | 11.23438448178470 |
| 1995-07-01 | 11.28143116859820 |
| 1995-08-01 | 11.38279348319780 |
| 1995-09-01 | 11.60618446660170 |
| 1995-10-01 | 10.76140196234750 |
| 1995-11-01 | 10.80425293649700 |
| 1995-12-01 | 10.98139538514680 |
| 1996-01-01 | 10.92022274741200 |
| 1996-02-01 | 10.99143168275490 |
| 1996-03-01 | 11.00430372199660 |
| 1996-04-01 | 11.11037269234400 |
| 1996-05-01 | 11.19143188922540 |
| 1996-06-01 | 11.38208355128290 |
| 1996-07-01 | 11.43021310320110 |
| 1996-08-01 | 11.59300922280310 |
| 1996-09-01 | 11.79863411664480 |
| 1996-10-01 | 11.87440964758710 |
| 1996-11-01 | 12.02444948914300 |
| 1996-12-01 | 12.05093919784690 |
| 1997-01-01 | 12.02901169782460 |
| 1997-02-01 | 12.07565416344830 |
| 1997-03-01 | 11.75772204161700 |
| 1997-04-01 | 12.27184853341390 |
| 1997-05-01 | 12.45109574670660 |
| 1997-06-01 | 12.44490822004930 |
| 1997-07-01 | 12.40159125787600 |
| 1997-08-01 | 12.32084230760430 |
| 1997-09-01 | 12.28640916028900 |
| 1997-10-01 | 11.69231020398850 |
| 1997-11-01 | 12.13323053422180 |
| 1997-12-01 | 12.20545239951860 |
| 1998-01-01 | 12.52103373186960 |
| 1998-02-01 | 12.77123701676450 |
| 1998-03-01 | 12.81340603348970 |
| 1998-04-01 | 12.73455435046020 |
| 1998-05-01 | 12.79573581331010 |
| 1998-06-01 | 12.91202973732630 |
| 1998-07-01 | 12.96921831018620 |
| 1998-08-01 | 13.16982647747040 |
| 1998-09-01 | 13.28551701761450 |
| 1998-10-01 | 13.61389727106390 |
| 1998-11-01 | 13.55096924459000 |
| 1998-12-01 | 13.64858894087940 |
| 1999-01-01 | 12.78733033915820 |
| 1999-02-01 | 12.94096468081170 |
| 1999-03-01 | 12.98940641483310 |
| 1999-04-01 | 12.99630100811580 |
| 1999-05-01 | 12.86469396987880 |
| 1999-06-01 | 12.71227119566050 |
| 1999-07-01 | 12.51279783257650 |
| 1999-08-01 | 12.52186102397930 |
| 1999-09-01 | 12.49662245731660 |
| 1999-10-01 | 12.60333821054490 |
| 1999-11-01 | 12.73700101583570 |
| 1999-12-01 | 12.94734243530700 |
| 2000-01-01 | 13.58404024749780 |
| 2000-02-01 | 13.44631689892670 |
| 2000-03-01 | 13.51503056011700 |
| 2000-04-01 | 13.25226298075020 |
| 2000-05-01 | 13.23185306839310 |
| 2000-06-01 | 13.30014773523570 |
| 2000-07-01 | 13.43384456726540 |
| 2000-08-01 | 13.45985852173300 |
| 2000-09-01 | 13.52710660748870 |
| 2000-10-01 | 13.17961617441990 |
| 2000-11-01 | 13.23304540889430 |
| 2000-12-01 | 13.02275955334520 |
| 2001-01-01 | 12.87973004162180 |
| 2001-02-01 | 12.44448151628980 |
| 2001-03-01 | 12.27320241668470 |
| 2001-04-01 | 12.62642460425110 |
| 2001-05-01 | 12.62693544250630 |
| 2001-06-01 | 12.59138202779220 |
| 2001-07-01 | 12.13264125138200 |
| 2001-08-01 | 11.97209681221240 |
| 2001-09-01 | 11.95464136226270 |
| 2001-10-01 | 11.64689345330500 |
| 2001-11-01 | 11.60950487344940 |
| 2001-12-01 | 11.66960162328630 |
| 2002-01-01 | 11.90737171115480 |
| 2002-02-01 | 12.06408292373940 |
| 2002-03-01 | 12.06409176064600 |
| 2002-04-01 | 12.10065933024900 |
| 2002-05-01 | 12.19148140709850 |
| 2002-06-01 | 12.26917256691140 |
| 2002-07-01 | 12.64610919911270 |
| 2002-08-01 | 12.59565731113790 |
| 2002-09-01 | 12.57587696032580 |
| 2002-10-01 | 12.92792282650120 |
| 2002-11-01 | 12.69710287417510 |
| 2002-12-01 | 12.70824335476160 |
| 2003-01-01 | 12.41717796075530 |
| 2003-02-01 | 12.35812334340370 |
| 2003-03-01 | 12.32085187290230 |
| 2003-04-01 | 12.29592266702710 |
| 2003-05-01 | 12.06871512830830 |
| 2003-06-01 | 12.08555587182020 |
| 2003-07-01 | 11.87481594880260 |
| 2003-08-01 | 11.83018102465080 |
| 2003-09-01 | 11.68524532919240 |
| 2003-10-01 | 12.00672161499470 |
| 2003-11-01 | 11.96080767921260 |
| 2003-12-01 | 11.83135248560820 |
| 2004-01-01 | 12.24071778273940 |
| 2004-02-01 | 11.84612395262240 |
| 2004-03-01 | 11.75051984246420 |
| 2004-04-01 | 12.19739848972220 |
| 2004-05-01 | 12.23334444642140 |
| 2004-06-01 | 12.60932549365900 |
| 2004-07-01 | 13.02821044453420 |
| 2004-08-01 | 12.88442775950250 |
| 2004-09-01 | 12.60450782200670 |
| 2004-10-01 | 12.20475928410740 |
| 2004-11-01 | 12.41138362731480 |
| 2004-12-01 | 12.45902384721640 |
| 2005-01-01 | 12.22899605315350 |
| 2005-02-01 | 12.51754945912250 |
| 2005-03-01 | 12.35216152145710 |
| 2005-04-01 | 13.12666925304970 |
| 2005-05-01 | 12.92452723098580 |
| 2005-06-01 | 12.25405203415350 |
| 2005-07-01 | 12.55763560470900 |
| 2005-08-01 | 12.62288142187640 |
| 2005-09-01 | 13.01525778162030 |
| 2005-10-01 | 12.91608330012730 |
| 2005-11-01 | 12.95446623710990 |
| 2005-12-01 | 13.19888323934380 |
| 2006-01-01 | 13.22744419588050 |
| 2006-02-01 | 13.09078067566740 |
| 2006-03-01 | 13.34435305869530 |
| 2006-04-01 | 13.06004994779730 |
| 2006-05-01 | 13.02622709775770 |
| 2006-06-01 | 12.79513808429930 |
| 2006-07-01 | 12.86968898534500 |
| 2006-08-01 | 12.75300085171110 |
| 2006-09-01 | 13.31054803076920 |
| 2006-10-01 | 13.33131880397820 |
| 2006-11-01 | 13.41441094145630 |
| 2006-12-01 | 13.35768172822210 |
| 2007-01-01 | 13.31149592996330 |
| 2007-02-01 | 13.47950926082770 |
| 2007-03-01 | 13.82651546129940 |
| 2007-04-01 | 13.08950759793280 |
| 2007-05-01 | 13.06894996146570 |
| 2007-06-01 | 12.94695540514490 |
| 2007-07-01 | 12.74421712410040 |
| 2007-08-01 | 12.64883900460380 |
| 2007-09-01 | 12.29206647831780 |
| 2007-10-01 | 12.42937882125310 |
| 2007-11-01 | 12.60292224459860 |
| 2007-12-01 | 12.54220109273110 |
| 2008-01-01 | 12.90891506192300 |
| 2008-02-01 | 12.57350221013340 |
| 2008-03-01 | 12.49977907405020 |
| 2008-04-01 | 12.30343035893910 |
| 2008-05-01 | 12.93983644730250 |
| 2008-06-01 | 12.68339728625550 |
| 2008-07-01 | 12.60538729502760 |
| 2008-08-01 | 12.33022815575870 |
| 2008-09-01 | 12.08350958044190 |
| 2008-10-01 | 12.11751168194020 |
| 2008-11-01 | 11.89870136888650 |
| 2008-12-01 | 11.65012347601730 |
| 2009-01-01 | 11.49616518408750 |
| 2009-02-01 | 11.28123790224950 |
| 2009-03-01 | 11.28615313949010 |
| 2009-04-01 | 11.19871186041630 |
| 2009-05-01 | 11.00632947004040 |
| 2009-06-01 | 11.20907484706520 |
| 2009-07-01 | 11.85621553648050 |
| 2009-08-01 | 11.80310875661520 |
| 2009-09-01 | 11.57351807277910 |
| 2009-10-01 | 11.41767432192900 |
| 2009-11-01 | 11.42061216302170 |
| 2009-12-01 | 11.47630074602550 |
| 2010-01-01 | 11.28788366845020 |
| 2010-02-01 | 11.36478174647170 |
| 2010-03-01 | 11.35883774551300 |
| 2010-04-01 | 11.58467760766570 |
| 2010-05-01 | 11.55068322685000 |
| 2010-06-01 | 11.72838668677120 |
| 2010-07-01 | 11.83565151610270 |
| 2010-08-01 | 12.10649897606660 |
| 2010-09-01 | 12.15850964888190 |
| 2010-10-01 | 12.02067680123700 |
| 2010-11-01 | 11.94402294424690 |
| 2010-12-01 | 11.79147374687080 |
| 2011-01-01 | 12.38485609927290 |
| 2011-02-01 | 12.34687576499030 |
| 2011-03-01 | 12.53422457691620 |
| 2011-04-01 | 12.36305792429450 |
| 2011-05-01 | 12.24904307172850 |
| 2011-06-01 | 12.33759368618090 |
| 2011-07-01 | 12.44296698315190 |
| 2011-08-01 | 12.42939459153690 |
| 2011-09-01 | 12.56536335614920 |
| 2011-10-01 | 12.82002295702290 |
| 2011-11-01 | 12.97242724261660 |
| 2011-12-01 | 12.80142829957170 |
| 2012-01-01 | 12.89309383878870 |
| 2012-02-01 | 12.90895534821990 |
| 2012-03-01 | 12.90697841101350 |
| 2012-04-01 | 12.93506151115740 |
| 2012-05-01 | 12.92126319977160 |
| 2012-06-01 | 12.72055472398920 |
| 2012-07-01 | 12.77049678879590 |
| 2012-08-01 | 12.58067372448750 |
| 2012-09-01 | 12.52319307916650 |
| 2012-10-01 | 12.31423237685190 |
| 2012-11-01 | 12.37262252747190 |
| 2012-12-01 | 12.38627083132780 |
| 2013-01-01 | 12.62094317130450 |
| 2013-02-01 | 12.66862412677960 |
| 2013-03-01 | 12.79897845576310 |
| 2013-04-01 | 12.49809812627220 |
| 2013-05-01 | 12.56460649539210 |
| 2013-06-01 | 12.38479741684980 |
| 2013-07-01 | 12.71255070766350 |
| 2013-08-01 | 12.83987542913750 |
| 2013-09-01 | 13.09766017745190 |
| 2013-10-01 | 13.11663777433980 |
| 2013-11-01 | 13.17484632159230 |
| 2013-12-01 | 13.27020581779430 |
| 2014-01-01 | 13.24594857890110 |
| 2014-02-01 | 13.11201888982560 |
| 2014-03-01 | 13.16672720124890 |
| 2014-04-01 | 13.27103358043800 |
| 2014-05-01 | 13.51687665327450 |
| 2014-06-01 | 13.54744093606650 |
| 2014-07-01 | 13.87947404679070 |
| 2014-08-01 | 13.71574838108860 |
| 2014-09-01 | 13.46809478519350 |
| 2014-10-01 | 13.71132140238420 |
| 2014-11-01 | 13.55937701491230 |
| 2014-12-01 | 13.54146175810990 |
| 2015-01-01 | 13.36200539353360 |
| 2015-02-01 | 13.46275369719320 |
| 2015-03-01 | 13.42631385228950 |
| 2015-04-01 | 13.75937506201040 |
| 2015-05-01 | 13.68930661456030 |
| 2015-06-01 | 13.80417073747390 |
| 2015-07-01 | 13.85205291444880 |
| 2015-08-01 | 13.79600049214510 |
| 2015-09-01 | 13.72462829379900 |
| 2015-10-01 | 13.90248421225220 |
| 2015-11-01 | 14.04455100408600 |
| 2015-12-01 | 14.32529265746830 |
| 2016-01-01 | 14.14901033895210 |
| 2016-02-01 | 14.51624906633340 |
| 2016-03-01 | 14.57028524712980 |
| 2016-04-01 | 14.75579279767620 |
| 2016-05-01 | 14.67948331594130 |
| 2016-06-01 | 13.86543796180690 |
| 2016-07-01 | 14.73693404355680 |
| 2016-08-01 | 14.89435345304570 |
| 2016-09-01 | 14.97296759825080 |
| 2016-10-01 | 14.59023427991160 |
| 2016-11-01 | 14.69621072093730 |
| 2016-12-01 | 14.61324075310290 |
| 2017-01-01 | 15.11468284073030 |
| 2017-02-01 | 14.67705597729570 |
| 2017-03-01 | 14.62679510936670 |
| 2017-04-01 | 14.26473712343070 |
| 2017-05-01 | 14.38823378408280 |
| 2017-06-01 | 14.13182097103580 |
| 2017-07-01 | 14.11070687906960 |
| 2017-08-01 | 14.18874131029130 |
| 2017-09-01 | 14.09524911900770 |
| 2017-10-01 | 14.48478428379980 |
| 2017-11-01 | 14.84184290936400 |
| 2017-12-01 | 14.61769429242410 |
| 2018-01-01 | 14.77078894805820 |
| 2018-02-01 | 14.73034408200720 |
| 2018-03-01 | 14.88745861634510 |
| 2018-04-01 | 14.78489839402010 |
| 2018-05-01 | 14.80341753131020 |
| 2018-06-01 | 15.11138830302530 |
| 2018-07-01 | 15.18181306274170 |
| 2018-08-01 | 14.98149727972390 |
| 2018-09-01 | 15.10340890057530 |
| 2018-10-01 | 15.16826001132280 |
| 2018-11-01 | 15.07379923980550 |
| 2018-12-01 | 15.11114493797640 |
| 2019-01-01 | 15.14655514074250 |
| 2019-02-01 | 14.80304890266530 |
| 2019-03-01 | 14.97925520633990 |
| 2019-04-01 | 15.09194661957890 |
| 2019-05-01 | 15.11999421070940 |
| 2019-06-01 | 14.98356089388910 |
| 2019-07-01 | 14.72666595517230 |
| 2019-08-01 | 14.97110120556260 |
| 2019-09-01 | 14.89497454671680 |
| 2019-10-01 | 14.74855547960110 |
| 2019-11-01 | 14.92385697507480 |
| 2019-12-01 | 14.80363813870110 |
| 2020-01-01 | 14.95610344622830 |
| 2020-02-01 | 14.98862981345550 |
| 2020-03-01 | 14.98122704604420 |
| 2020-04-01 | 10.56690749306350 |
| 2020-05-01 | 10.91118079299390 |
| 2020-06-01 | 11.45327468281150 |
| 2020-07-01 | 12.68510610333650 |
| 2020-08-01 | 12.85179855123150 |
| 2020-09-01 | 12.87918242850560 |
| 2020-10-01 | 13.14059363634630 |
| 2020-11-01 | 13.28767316356560 |
| 2020-12-01 | 13.39397330891250 |
| 2021-01-01 | 13.47678621539450 |
| 2021-02-01 | 13.68659854811210 |
| 2021-03-01 | 13.68553100437050 |
| 2021-04-01 | 13.51604177704670 |
| 2021-05-01 | 13.48697965716930 |
| 2021-06-01 | 13.42631065107970 |
| 2021-07-01 | 13.95054245943180 |
| 2021-08-01 | 13.91756222075040 |
| 2021-09-01 | 13.75167403210890 |
| 2021-10-01 | 14.34768786009680 |
| 2021-11-01 | 14.48273522483120 |
| 2021-12-01 | 14.59633122844410 |
| 2022-01-01 | 14.48469133710190 |
| 2022-02-01 | 14.68360188498500 |
| 2022-03-01 | 14.66748064594190 |
| 2022-04-01 | 14.96490721678780 |
| 2022-05-01 | 14.94532347744180 |
| 2022-06-01 | 14.90583940082880 |
| 2022-07-01 | 14.94304261557900 |
| 2022-08-01 | 14.67369839489940 |
| 2022-09-01 | 14.82848442357140 |
| 2022-10-01 | 14.64646937055690 |
| 2022-11-01 | 14.58961876867440 |
| 2022-12-01 | 14.90363618253230 |
| 2023-01-01 | 14.47133456798680 |
| 2023-02-01 | 14.59841542577790 |
| 2023-03-01 | 14.85010610586990 |
| 2023-04-01 | 14.61411009161870 |
| 2023-05-01 | 14.69774757556490 |
| 2023-06-01 | 14.77928335536610 |
| 2023-07-01 | 14.62939291825720 |
| 2023-08-01 | 14.72047058396470 |
| 2023-09-01 | 14.81437793940890 |
| 2023-10-01 | 14.84953707682200 |
| 2023-11-01 | 14.91107614639510 |
| 2023-12-01 | 14.91077202529030 |
| 2024-01-01 | 15.04175926518660 |
| 2024-02-01 | 14.91475186590460 |
| 2024-03-01 | 15.02908274886460 |
| 2024-04-01 | 15.08034345935550 |
| 2024-05-01 | 15.05387819347320 |
| 2024-06-01 | 14.95259625775970 |
| 2024-07-01 | 15.01497864006090 |
| 2024-08-01 | 15.14568710055010 |
| 2024-09-01 | 15.10880727009930 |
| 2024-10-01 | 15.05155393546400 |
| 2024-11-01 | 15.12583796822900 |
| 2024-12-01 | 15.12182143504290 |
| 2025-01-01 | 15.20331093851800 |
| 2025-02-01 | 15.13258959931180 |
| 2025-03-01 | 15.01694042874050 |
| 2025-04-01 | 15.06144880631530 |
| 2025-05-01 | 15.02293429437870 |
| 2025-06-01 | 15.03778394148680 |
| 2025-07-01 | 14.86769022199960 |
| 2025-08-01 | 14.94999353247210 |
| 2025-09-01 | 15.01659667343550 |
| 2025-10-01 | 15.05708397936120 |
| 2025-11-01 | 14.93628146001030 |
| 2025-12-01 | 14.92815292949560 |
| 2026-01-01 | 14.97370195609130 |
| 2026-02-01 | 14.93332158820030 |
| 2026-03-01 | 15.00616802378270 |
| 2026-04-01 | 14.96110148864220 |
| 2026-05-01 | 15.01653671440270 |
| 2026-06-01 | 15.13160104605800 |
| 2026-07-01 | 14.89298136279120 |