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 2026-08-01 |
| Last Updated | 2026-09-18 12:13 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 | 7.7851622955 |
| 1990-02-01 | 8.0468210948 |
| 1990-03-01 | 8.4130572871 |
| 1990-04-01 | 8.6240330331 |
| 1990-05-01 | 8.7671257544 |
| 1990-06-01 | 8.8842028792 |
| 1990-07-01 | 8.9838195880 |
| 1990-08-01 | 8.9608350090 |
| 1990-09-01 | 9.1171857483 |
| 1990-10-01 | 8.9521170923 |
| 1990-11-01 | 8.9109902286 |
| 1990-12-01 | 8.7687289525 |
| 1991-01-01 | 9.0615138151 |
| 1991-02-01 | 9.0457410780 |
| 1991-03-01 | 9.2240809860 |
| 1991-04-01 | 9.2145636268 |
| 1991-05-01 | 9.1694231678 |
| 1991-06-01 | 9.3969613289 |
| 1991-07-01 | 9.4777015920 |
| 1991-08-01 | 9.5674138359 |
| 1991-09-01 | 9.8422776511 |
| 1991-10-01 | 10.4458935876 |
| 1991-11-01 | 10.1931054436 |
| 1991-12-01 | 10.1549917427 |
| 1992-01-01 | 10.1387124084 |
| 1992-02-01 | 10.3438252754 |
| 1992-03-01 | 10.1533255373 |
| 1992-04-01 | 10.3096571639 |
| 1992-05-01 | 10.4775841007 |
| 1992-06-01 | 10.4066096993 |
| 1992-07-01 | 10.2673206728 |
| 1992-08-01 | 10.3533548674 |
| 1992-09-01 | 10.0782113719 |
| 1992-10-01 | 9.5436625131 |
| 1992-11-01 | 9.4810826860 |
| 1992-12-01 | 9.8258639307 |
| 1993-01-01 | 9.8380708133 |
| 1993-02-01 | 9.6459200961 |
| 1993-03-01 | 9.7026432611 |
| 1993-04-01 | 9.2936510281 |
| 1993-05-01 | 9.3752197382 |
| 1993-06-01 | 9.3022327951 |
| 1993-07-01 | 9.3594843949 |
| 1993-08-01 | 9.3201254817 |
| 1993-09-01 | 9.5018262262 |
| 1993-10-01 | 10.1506738749 |
| 1993-11-01 | 10.1833758450 |
| 1993-12-01 | 10.3081659439 |
| 1994-01-01 | 10.6565907112 |
| 1994-02-01 | 10.6615373935 |
| 1994-03-01 | 10.5276962657 |
| 1994-04-01 | 11.0815826040 |
| 1994-05-01 | 10.9598971524 |
| 1994-06-01 | 10.8725009692 |
| 1994-07-01 | 11.4584004395 |
| 1994-08-01 | 11.1939700766 |
| 1994-09-01 | 11.2139646499 |
| 1994-10-01 | 11.3567997505 |
| 1994-11-01 | 11.4965485314 |
| 1994-12-01 | 11.4289264656 |
| 1995-01-01 | 11.0872970638 |
| 1995-02-01 | 11.1729152664 |
| 1995-03-01 | 11.1329505826 |
| 1995-04-01 | 11.1487388327 |
| 1995-05-01 | 11.1321602561 |
| 1995-06-01 | 11.2343844818 |
| 1995-07-01 | 11.2814311686 |
| 1995-08-01 | 11.3827934832 |
| 1995-09-01 | 11.6061844666 |
| 1995-10-01 | 10.7614019623 |
| 1995-11-01 | 10.8042529365 |
| 1995-12-01 | 10.9813953851 |
| 1996-01-01 | 10.9202227474 |
| 1996-02-01 | 10.9914316828 |
| 1996-03-01 | 11.0043037220 |
| 1996-04-01 | 11.1103726923 |
| 1996-05-01 | 11.1914318892 |
| 1996-06-01 | 11.3820835513 |
| 1996-07-01 | 11.4302131032 |
| 1996-08-01 | 11.5930092228 |
| 1996-09-01 | 11.7986341166 |
| 1996-10-01 | 11.8744096476 |
| 1996-11-01 | 12.0244494891 |
| 1996-12-01 | 12.0509391978 |
| 1997-01-01 | 12.0290116978 |
| 1997-02-01 | 12.0756541634 |
| 1997-03-01 | 11.7577220416 |
| 1997-04-01 | 12.2718485334 |
| 1997-05-01 | 12.4510957467 |
| 1997-06-01 | 12.4449082200 |
| 1997-07-01 | 12.4015912579 |
| 1997-08-01 | 12.3208423076 |
| 1997-09-01 | 12.2864091603 |
| 1997-10-01 | 11.6923102040 |
| 1997-11-01 | 12.1332305342 |
| 1997-12-01 | 12.2054523995 |
| 1998-01-01 | 12.5210337319 |
| 1998-02-01 | 12.7712370168 |
| 1998-03-01 | 12.8134060335 |
| 1998-04-01 | 12.7345543505 |
| 1998-05-01 | 12.7957358133 |
| 1998-06-01 | 12.9120297373 |
| 1998-07-01 | 12.9692183102 |
| 1998-08-01 | 13.1698264775 |
| 1998-09-01 | 13.2855170176 |
| 1998-10-01 | 13.6138972711 |
| 1998-11-01 | 13.5509692446 |
| 1998-12-01 | 13.6485889409 |
| 1999-01-01 | 12.7873303392 |
| 1999-02-01 | 12.9409646808 |
| 1999-03-01 | 12.9894064148 |
| 1999-04-01 | 12.9963010081 |
| 1999-05-01 | 12.8646939699 |
| 1999-06-01 | 12.7122711957 |
| 1999-07-01 | 12.5127978326 |
| 1999-08-01 | 12.5218610240 |
| 1999-09-01 | 12.4966224573 |
| 1999-10-01 | 12.6033382105 |
| 1999-11-01 | 12.7370010158 |
| 1999-12-01 | 12.9473424353 |
| 2000-01-01 | 13.5840402475 |
| 2000-02-01 | 13.4463168989 |
| 2000-03-01 | 13.5150305601 |
| 2000-04-01 | 13.2522629807 |
| 2000-05-01 | 13.2318530684 |
| 2000-06-01 | 13.3001477352 |
| 2000-07-01 | 13.4338445673 |
| 2000-08-01 | 13.4598585217 |
| 2000-09-01 | 13.5271066075 |
| 2000-10-01 | 13.1796161744 |
| 2000-11-01 | 13.2330454089 |
| 2000-12-01 | 13.0227595533 |
| 2001-01-01 | 12.8797300417 |
| 2001-02-01 | 12.4444815163 |
| 2001-03-01 | 12.2732024166 |
| 2001-04-01 | 12.6264246043 |
| 2001-05-01 | 12.6269354425 |
| 2001-06-01 | 12.5913820278 |
| 2001-07-01 | 12.1326412515 |
| 2001-08-01 | 11.9720968122 |
| 2001-09-01 | 11.9546413623 |
| 2001-10-01 | 11.6468934532 |
| 2001-11-01 | 11.6095048734 |
| 2001-12-01 | 11.6696016233 |
| 2002-01-01 | 11.9073717112 |
| 2002-02-01 | 12.0640829237 |
| 2002-03-01 | 12.0640917604 |
| 2002-04-01 | 12.1006593305 |
| 2002-05-01 | 12.1914814067 |
| 2002-06-01 | 12.2691725669 |
| 2002-07-01 | 12.6461091995 |
| 2002-08-01 | 12.5956573113 |
| 2002-09-01 | 12.5758769605 |
| 2002-10-01 | 12.9279228265 |
| 2002-11-01 | 12.6971028741 |
| 2002-12-01 | 12.7082433545 |
| 2003-01-01 | 12.4171779606 |
| 2003-02-01 | 12.3581233430 |
| 2003-03-01 | 12.3208518724 |
| 2003-04-01 | 12.2959226675 |
| 2003-05-01 | 12.0687151278 |
| 2003-06-01 | 12.0855558721 |
| 2003-07-01 | 11.8748159499 |
| 2003-08-01 | 11.8301810254 |
| 2003-09-01 | 11.6852453300 |
| 2003-10-01 | 12.0067216153 |
| 2003-11-01 | 11.9608076787 |
| 2003-12-01 | 11.8313524843 |
| 2004-01-01 | 12.2407177811 |
| 2004-02-01 | 11.8461239511 |
| 2004-03-01 | 11.7505198413 |
| 2004-04-01 | 12.1973984908 |
| 2004-05-01 | 12.2333444466 |
| 2004-06-01 | 12.6093254952 |
| 2004-07-01 | 13.0282104470 |
| 2004-08-01 | 12.8844277613 |
| 2004-09-01 | 12.6045078257 |
| 2004-10-01 | 12.2047592847 |
| 2004-11-01 | 12.4113836265 |
| 2004-12-01 | 12.4590238450 |
| 2005-01-01 | 12.2289960400 |
| 2005-02-01 | 12.5175494568 |
| 2005-03-01 | 12.3521615199 |
| 2005-04-01 | 13.1266692542 |
| 2005-05-01 | 12.9245272423 |
| 2005-06-01 | 12.2540520373 |
| 2005-07-01 | 12.5576356085 |
| 2005-08-01 | 12.6228814240 |
| 2005-09-01 | 13.0152577873 |
| 2005-10-01 | 12.9160833000 |
| 2005-11-01 | 12.9544662346 |
| 2005-12-01 | 13.1988832350 |
| 2006-01-01 | 13.2274441700 |
| 2006-02-01 | 13.0907806705 |
| 2006-03-01 | 13.3443530537 |
| 2006-04-01 | 13.0600499439 |
| 2006-05-01 | 13.0262271436 |
| 2006-06-01 | 12.7951380799 |
| 2006-07-01 | 12.8696889946 |
| 2006-08-01 | 12.7530008530 |
| 2006-09-01 | 13.3105480330 |
| 2006-10-01 | 13.3313188003 |
| 2006-11-01 | 13.4144109374 |
| 2006-12-01 | 13.3576817234 |
| 2007-01-01 | 13.3114958929 |
| 2007-02-01 | 13.4795092530 |
| 2007-03-01 | 13.8265154518 |
| 2007-04-01 | 13.0895075867 |
| 2007-05-01 | 13.0689500392 |
| 2007-06-01 | 12.9469553933 |
| 2007-07-01 | 12.7442171464 |
| 2007-08-01 | 12.6488390215 |
| 2007-09-01 | 12.2920664585 |
| 2007-10-01 | 12.4293788374 |
| 2007-11-01 | 12.6029222527 |
| 2007-12-01 | 12.5422010644 |
| 2008-01-01 | 12.9089149925 |
| 2008-02-01 | 12.5735021626 |
| 2008-03-01 | 12.4997790373 |
| 2008-04-01 | 12.3034303472 |
| 2008-05-01 | 12.9398365812 |
| 2008-06-01 | 12.6833973159 |
| 2008-07-01 | 12.6053873769 |
| 2008-08-01 | 12.3302282113 |
| 2008-09-01 | 12.0835095247 |
| 2008-10-01 | 12.1175116663 |
| 2008-11-01 | 11.8987014479 |
| 2008-12-01 | 11.6501233295 |
| 2009-01-01 | 11.4961649966 |
| 2009-02-01 | 11.2812377661 |
| 2009-03-01 | 11.2861530955 |
| 2009-04-01 | 11.1987119343 |
| 2009-05-01 | 11.0063297511 |
| 2009-06-01 | 11.2090750246 |
| 2009-07-01 | 11.8562157074 |
| 2009-08-01 | 11.8031088088 |
| 2009-09-01 | 11.5735178938 |
| 2009-10-01 | 11.4176741909 |
| 2009-11-01 | 11.4206122842 |
| 2009-12-01 | 11.4763004697 |
| 2010-01-01 | 11.2878833779 |
| 2010-02-01 | 11.3647815615 |
| 2010-03-01 | 11.3588374352 |
| 2010-04-01 | 11.5846775830 |
| 2010-05-01 | 11.5506832635 |
| 2010-06-01 | 11.7283893630 |
| 2010-07-01 | 11.8356511536 |
| 2010-08-01 | 12.1064984558 |
| 2010-09-01 | 12.1585089691 |
| 2010-10-01 | 12.0206763159 |
| 2010-11-01 | 11.9440229836 |
| 2010-12-01 | 11.7914732906 |
| 2011-01-01 | 12.3848556884 |
| 2011-02-01 | 12.3468755173 |
| 2011-03-01 | 12.5342241361 |
| 2011-04-01 | 12.3630582333 |
| 2011-05-01 | 12.2490435379 |
| 2011-06-01 | 12.3375998417 |
| 2011-07-01 | 12.4429649412 |
| 2011-08-01 | 12.4293944853 |
| 2011-09-01 | 12.5653591441 |
| 2011-10-01 | 12.8200226513 |
| 2011-11-01 | 12.9724274250 |
| 2011-12-01 | 12.8014278722 |
| 2012-01-01 | 12.8930933784 |
| 2012-02-01 | 12.9089550899 |
| 2012-03-01 | 12.9069779826 |
| 2012-04-01 | 12.9350624689 |
| 2012-05-01 | 12.9212646368 |
| 2012-06-01 | 12.7205649719 |
| 2012-07-01 | 12.7704932957 |
| 2012-08-01 | 12.5806736866 |
| 2012-09-01 | 12.5231846239 |
| 2012-10-01 | 12.3142311320 |
| 2012-11-01 | 12.3726215874 |
| 2012-12-01 | 12.3862688466 |
| 2013-01-01 | 12.6209492583 |
| 2013-02-01 | 12.6686220712 |
| 2013-03-01 | 12.7989762227 |
| 2013-04-01 | 12.4980972337 |
| 2013-05-01 | 12.5646059895 |
| 2013-06-01 | 12.3848249601 |
| 2013-07-01 | 12.7125428876 |
| 2013-08-01 | 12.8398732384 |
| 2013-09-01 | 13.0976459322 |
| 2013-10-01 | 13.1166325164 |
| 2013-11-01 | 13.1748431874 |
| 2013-12-01 | 13.2702018795 |
| 2014-01-01 | 13.2459660920 |
| 2014-02-01 | 13.1120155136 |
| 2014-03-01 | 13.1667238418 |
| 2014-04-01 | 13.2710312965 |
| 2014-05-01 | 13.5168740960 |
| 2014-06-01 | 13.5474849799 |
| 2014-07-01 | 13.8794628347 |
| 2014-08-01 | 13.7157424728 |
| 2014-09-01 | 13.4680677791 |
| 2014-10-01 | 13.7113109472 |
| 2014-11-01 | 13.5593692615 |
| 2014-12-01 | 13.5414580021 |
| 2015-01-01 | 13.3620391794 |
| 2015-02-01 | 13.4627558327 |
| 2015-03-01 | 13.4263164447 |
| 2015-04-01 | 13.7593758916 |
| 2015-05-01 | 13.6893024226 |
| 2015-06-01 | 13.8042241403 |
| 2015-07-01 | 13.8520305467 |
| 2015-08-01 | 13.7959816108 |
| 2015-09-01 | 13.7245799695 |
| 2015-10-01 | 13.9024633187 |
| 2015-11-01 | 14.0445385170 |
| 2015-12-01 | 14.3252957232 |
| 2016-01-01 | 14.1490664642 |
| 2016-02-01 | 14.5162739687 |
| 2016-03-01 | 14.5703121840 |
| 2016-04-01 | 14.7558111939 |
| 2016-05-01 | 14.6794863478 |
| 2016-06-01 | 13.8654846969 |
| 2016-07-01 | 14.7368381189 |
| 2016-08-01 | 14.8943178418 |
| 2016-09-01 | 14.9728970133 |
| 2016-10-01 | 14.5902013296 |
| 2016-11-01 | 14.6961934155 |
| 2016-12-01 | 14.6132570602 |
| 2017-01-01 | 15.1147729530 |
| 2017-02-01 | 14.6771339059 |
| 2017-03-01 | 14.6268956120 |
| 2017-04-01 | 14.2647879021 |
| 2017-05-01 | 14.3882451260 |
| 2017-06-01 | 14.1318137432 |
| 2017-07-01 | 14.1104663994 |
| 2017-08-01 | 14.1886479191 |
| 2017-09-01 | 14.0951573937 |
| 2017-10-01 | 14.4847595612 |
| 2017-11-01 | 14.8418587074 |
| 2017-12-01 | 14.6177635066 |
| 2018-01-01 | 14.7709383302 |
| 2018-02-01 | 14.7304929288 |
| 2018-03-01 | 14.8876395533 |
| 2018-04-01 | 14.7849908710 |
| 2018-05-01 | 14.8034596584 |
| 2018-06-01 | 15.1111459016 |
| 2018-07-01 | 15.1813463023 |
| 2018-08-01 | 14.9813829417 |
| 2018-09-01 | 15.1033595020 |
| 2018-10-01 | 15.1682933005 |
| 2018-11-01 | 15.0739070877 |
| 2018-12-01 | 15.1113195260 |
| 2019-01-01 | 15.1467844480 |
| 2019-02-01 | 14.8032563955 |
| 2019-03-01 | 14.9794698373 |
| 2019-04-01 | 15.0920223186 |
| 2019-05-01 | 15.1200107922 |
| 2019-06-01 | 14.9830316291 |
| 2019-07-01 | 14.7259566521 |
| 2019-08-01 | 14.9711429171 |
| 2019-09-01 | 14.8948476510 |
| 2019-10-01 | 14.7485027589 |
| 2019-11-01 | 14.9238859457 |
| 2019-12-01 | 14.8041087983 |
| 2020-01-01 | 14.9573510939 |
| 2020-02-01 | 14.9889947366 |
| 2020-03-01 | 14.9803526418 |
| 2020-04-01 | 10.5671340536 |
| 2020-05-01 | 10.9112311320 |
| 2020-06-01 | 11.4524221171 |
| 2020-07-01 | 12.6840762852 |
| 2020-08-01 | 12.8519188863 |
| 2020-09-01 | 12.8789352220 |
| 2020-10-01 | 13.1405077579 |
| 2020-11-01 | 13.2878069925 |
| 2020-12-01 | 13.3949773153 |
| 2021-01-01 | 13.4793123998 |
| 2021-02-01 | 13.6872873600 |
| 2021-03-01 | 13.6835409090 |
| 2021-04-01 | 13.5161332358 |
| 2021-05-01 | 13.4865657573 |
| 2021-06-01 | 13.4247978708 |
| 2021-07-01 | 13.9489587319 |
| 2021-08-01 | 13.9176367284 |
| 2021-09-01 | 13.7514919588 |
| 2021-10-01 | 14.3480224575 |
| 2021-11-01 | 14.4834841692 |
| 2021-12-01 | 14.5981689731 |
| 2022-01-01 | 14.4887186203 |
| 2022-02-01 | 14.6847136754 |
| 2022-03-01 | 14.6642279334 |
| 2022-04-01 | 14.9648910381 |
| 2022-05-01 | 14.9449868898 |
| 2022-06-01 | 14.9049410454 |
| 2022-07-01 | 14.9326365273 |
| 2022-08-01 | 14.6756467351 |
| 2022-09-01 | 14.8304453227 |
| 2022-10-01 | 14.6489627930 |
| 2022-11-01 | 14.5924178404 |
| 2022-12-01 | 14.9071199197 |
| 2023-01-01 | 14.4766500307 |
| 2023-02-01 | 14.6001635948 |
| 2023-03-01 | 14.8462436078 |
| 2023-04-01 | 14.6122175838 |
| 2023-05-01 | 14.6940740253 |
| 2023-06-01 | 14.7806140855 |
| 2023-07-01 | 14.6024572395 |
| 2023-08-01 | 14.7302398765 |
| 2023-09-01 | 14.8210372342 |
| 2023-10-01 | 14.8555528157 |
| 2023-11-01 | 14.9164496646 |
| 2023-12-01 | 14.9160265202 |
| 2024-01-01 | 15.0481207625 |
| 2024-02-01 | 14.9165199825 |
| 2024-03-01 | 15.0239481028 |
| 2024-04-01 | 15.0758440701 |
| 2024-05-01 | 15.0460607886 |
| 2024-06-01 | 14.9551682812 |
| 2024-07-01 | 14.9699753160 |
| 2024-08-01 | 15.1660755830 |
| 2024-09-01 | 15.1212549786 |
| 2024-10-01 | 15.0616481777 |
| 2024-11-01 | 15.1340545670 |
| 2024-12-01 | 15.1286579253 |
| 2025-01-01 | 15.2096950860 |
| 2025-02-01 | 15.1341797909 |
| 2025-03-01 | 15.0114958591 |
| 2025-04-01 | 15.0535021002 |
| 2025-05-01 | 15.0093239104 |
| 2025-06-01 | 15.0406450909 |
| 2025-07-01 | 14.8085254270 |
| 2025-08-01 | 14.9815987802 |
| 2025-09-01 | 15.0341813614 |
| 2025-10-01 | 15.0705777839 |
| 2025-11-01 | 14.9466187710 |
| 2025-12-01 | 14.9358246000 |
| 2026-01-01 | 14.9793954674 |
| 2026-02-01 | 14.9340388130 |
| 2026-03-01 | 15.0001875707 |
| 2026-04-01 | 14.9505769431 |
| 2026-05-01 | 14.9995753515 |
| 2026-06-01 | 15.1336456205 |
| 2026-07-01 | 14.8230201487 |
| 2026-08-01 | 14.6912227713 |