Table Data - All Employees: Professional and Business Services in Grand Rapids-Wyoming-Kentwood, MI (MSA)
| Title | All Employees: Professional and Business Services in Grand Rapids-Wyoming-Kentwood, MI (MSA) |
|---|---|
| Series ID | GRAN326PBSV |
| 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 12:12 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 | 31.8209671885 |
| 1990-02-01 | 32.4423654896 |
| 1990-03-01 | 32.5722302886 |
| 1990-04-01 | 32.2077279698 |
| 1990-05-01 | 32.8149006344 |
| 1990-06-01 | 33.3218195496 |
| 1990-07-01 | 33.7010992693 |
| 1990-08-01 | 33.9552678754 |
| 1990-09-01 | 34.3947481954 |
| 1990-10-01 | 34.2951072005 |
| 1990-11-01 | 33.8999110682 |
| 1990-12-01 | 34.4880023439 |
| 1991-01-01 | 35.2232674912 |
| 1991-02-01 | 34.9329500661 |
| 1991-03-01 | 34.8487454600 |
| 1991-04-01 | 35.0164387670 |
| 1991-05-01 | 35.3180981174 |
| 1991-06-01 | 35.3117416884 |
| 1991-07-01 | 36.2078176455 |
| 1991-08-01 | 36.6247336571 |
| 1991-09-01 | 36.7199401756 |
| 1991-10-01 | 37.0585269357 |
| 1991-11-01 | 37.7148403291 |
| 1991-12-01 | 37.6131931772 |
| 1992-01-01 | 37.4558239657 |
| 1992-02-01 | 37.5274068657 |
| 1992-03-01 | 38.6860864450 |
| 1992-04-01 | 39.4146075877 |
| 1992-05-01 | 39.5404864793 |
| 1992-06-01 | 40.3197932599 |
| 1992-07-01 | 40.2407308810 |
| 1992-08-01 | 40.0610610914 |
| 1992-09-01 | 39.8127909812 |
| 1992-10-01 | 40.2338086318 |
| 1992-11-01 | 40.1060248070 |
| 1992-12-01 | 40.4945056220 |
| 1993-01-01 | 41.5687798258 |
| 1993-02-01 | 41.8603390029 |
| 1993-03-01 | 42.1682508889 |
| 1993-04-01 | 43.9507275901 |
| 1993-05-01 | 44.2120291140 |
| 1993-06-01 | 43.9977666910 |
| 1993-07-01 | 43.7179368541 |
| 1993-08-01 | 44.1803587765 |
| 1993-09-01 | 44.7360237776 |
| 1993-10-01 | 47.7061563782 |
| 1993-11-01 | 47.2350926673 |
| 1993-12-01 | 48.0327165781 |
| 1994-01-01 | 48.2085309741 |
| 1994-02-01 | 48.3767927525 |
| 1994-03-01 | 48.6568543789 |
| 1994-04-01 | 48.3089373086 |
| 1994-05-01 | 48.3353567547 |
| 1994-06-01 | 48.8342365757 |
| 1994-07-01 | 49.3031650723 |
| 1994-08-01 | 49.6652957558 |
| 1994-09-01 | 50.4322768164 |
| 1994-10-01 | 50.2652284762 |
| 1994-11-01 | 50.6231348388 |
| 1994-12-01 | 50.7033353077 |
| 1995-01-01 | 49.6920067253 |
| 1995-02-01 | 50.2749136293 |
| 1995-03-01 | 50.4794051459 |
| 1995-04-01 | 51.0530183097 |
| 1995-05-01 | 50.9748219586 |
| 1995-06-01 | 50.9565047500 |
| 1995-07-01 | 51.5853160415 |
| 1995-08-01 | 52.2159719355 |
| 1995-09-01 | 52.0723222586 |
| 1995-10-01 | 50.9099458479 |
| 1995-11-01 | 51.0236754098 |
| 1995-12-01 | 50.8754468001 |
| 1996-01-01 | 51.5936356734 |
| 1996-02-01 | 52.0770935857 |
| 1996-03-01 | 51.4809707518 |
| 1996-04-01 | 50.9681265330 |
| 1996-05-01 | 51.8692477737 |
| 1996-06-01 | 52.3619035799 |
| 1996-07-01 | 52.9052864023 |
| 1996-08-01 | 53.5244651767 |
| 1996-09-01 | 54.1593656414 |
| 1996-10-01 | 56.1177811187 |
| 1996-11-01 | 55.9441923883 |
| 1996-12-01 | 56.7189044267 |
| 1997-01-01 | 57.7943818296 |
| 1997-02-01 | 57.1946854640 |
| 1997-03-01 | 58.2747975517 |
| 1997-04-01 | 59.0128484379 |
| 1997-05-01 | 59.6969767885 |
| 1997-06-01 | 59.0088942812 |
| 1997-07-01 | 59.4099064541 |
| 1997-08-01 | 59.2515400640 |
| 1997-09-01 | 59.8601777502 |
| 1997-10-01 | 59.7118091249 |
| 1997-11-01 | 59.7851485471 |
| 1997-12-01 | 60.8162393791 |
| 1998-01-01 | 59.0743811830 |
| 1998-02-01 | 59.3008336584 |
| 1998-03-01 | 59.6399027209 |
| 1998-04-01 | 58.7019558081 |
| 1998-05-01 | 58.6176684293 |
| 1998-06-01 | 59.2365151346 |
| 1998-07-01 | 57.0578864406 |
| 1998-08-01 | 57.6744197366 |
| 1998-09-01 | 57.5922824809 |
| 1998-10-01 | 58.6419672610 |
| 1998-11-01 | 58.8562296346 |
| 1998-12-01 | 58.8373744505 |
| 1999-01-01 | 60.1426193524 |
| 1999-02-01 | 61.4870834616 |
| 1999-03-01 | 61.9491763204 |
| 1999-04-01 | 62.1388509211 |
| 1999-05-01 | 62.0525456762 |
| 1999-06-01 | 62.6671617161 |
| 1999-07-01 | 63.0597099860 |
| 1999-08-01 | 63.3211997368 |
| 1999-09-01 | 63.3085521903 |
| 1999-10-01 | 64.6327518636 |
| 1999-11-01 | 66.3002963342 |
| 1999-12-01 | 67.4470975907 |
| 2000-01-01 | 68.1620317665 |
| 2000-02-01 | 68.6693310733 |
| 2000-03-01 | 68.5782687193 |
| 2000-04-01 | 67.7343591269 |
| 2000-05-01 | 67.4313600528 |
| 2000-06-01 | 68.6144235084 |
| 2000-07-01 | 71.4569619953 |
| 2000-08-01 | 70.4197593454 |
| 2000-09-01 | 70.1505726036 |
| 2000-10-01 | 67.3058310852 |
| 2000-11-01 | 67.1371815180 |
| 2000-12-01 | 66.8280227569 |
| 2001-01-01 | 65.6173571662 |
| 2001-02-01 | 64.7262490410 |
| 2001-03-01 | 64.5458373397 |
| 2001-04-01 | 65.3319536922 |
| 2001-05-01 | 65.2341452763 |
| 2001-06-01 | 65.4746689905 |
| 2001-07-01 | 63.7163940816 |
| 2001-08-01 | 63.5027320033 |
| 2001-09-01 | 63.3462901414 |
| 2001-10-01 | 62.3350748334 |
| 2001-11-01 | 61.5598958927 |
| 2001-12-01 | 60.7941435197 |
| 2002-01-01 | 62.6129342284 |
| 2002-02-01 | 62.8886783788 |
| 2002-03-01 | 63.2632432611 |
| 2002-04-01 | 64.2832738833 |
| 2002-05-01 | 64.5184898184 |
| 2002-06-01 | 64.9522639329 |
| 2002-07-01 | 65.1339939545 |
| 2002-08-01 | 64.5056353997 |
| 2002-09-01 | 64.3283711997 |
| 2002-10-01 | 64.0479312397 |
| 2002-11-01 | 64.3052393687 |
| 2002-12-01 | 63.8339052871 |
| 2003-01-01 | 59.4647040257 |
| 2003-02-01 | 59.2337838905 |
| 2003-03-01 | 58.6420224544 |
| 2003-04-01 | 58.4737144889 |
| 2003-05-01 | 58.9101630406 |
| 2003-06-01 | 58.6623095293 |
| 2003-07-01 | 59.7883372703 |
| 2003-08-01 | 60.0404960432 |
| 2003-09-01 | 59.7845486706 |
| 2003-10-01 | 61.6703826553 |
| 2003-11-01 | 62.7701624744 |
| 2003-12-01 | 62.9531232963 |
| 2004-01-01 | 61.8128317698 |
| 2004-02-01 | 62.4305671078 |
| 2004-03-01 | 62.0579624214 |
| 2004-04-01 | 63.3355054989 |
| 2004-05-01 | 63.6777326106 |
| 2004-06-01 | 63.6431358276 |
| 2004-07-01 | 63.3454690865 |
| 2004-08-01 | 63.4154914920 |
| 2004-09-01 | 63.1630934870 |
| 2004-10-01 | 63.4812567558 |
| 2004-11-01 | 63.2118071746 |
| 2004-12-01 | 62.7886490879 |
| 2005-01-01 | 62.9198820754 |
| 2005-02-01 | 62.2736285462 |
| 2005-03-01 | 63.2386952496 |
| 2005-04-01 | 64.1237350023 |
| 2005-05-01 | 63.9330468429 |
| 2005-06-01 | 64.1545276126 |
| 2005-07-01 | 67.3219449222 |
| 2005-08-01 | 66.9477560333 |
| 2005-09-01 | 67.4723776131 |
| 2005-10-01 | 66.6548222743 |
| 2005-11-01 | 66.4156237193 |
| 2005-12-01 | 66.1620138061 |
| 2006-01-01 | 66.0481502555 |
| 2006-02-01 | 65.8696606430 |
| 2006-03-01 | 64.9852276091 |
| 2006-04-01 | 66.1921711473 |
| 2006-05-01 | 66.6827982975 |
| 2006-06-01 | 68.0257019723 |
| 2006-07-01 | 68.2271896997 |
| 2006-08-01 | 68.4176038043 |
| 2006-09-01 | 68.5385129866 |
| 2006-10-01 | 68.0610480964 |
| 2006-11-01 | 68.5038005769 |
| 2006-12-01 | 69.4235842863 |
| 2007-01-01 | 69.6006569522 |
| 2007-02-01 | 69.7941615815 |
| 2007-03-01 | 70.6658123506 |
| 2007-04-01 | 69.0676833097 |
| 2007-05-01 | 69.5925894839 |
| 2007-06-01 | 70.8421412456 |
| 2007-07-01 | 71.0634985235 |
| 2007-08-01 | 71.5251746376 |
| 2007-09-01 | 71.3766812030 |
| 2007-10-01 | 71.3065984526 |
| 2007-11-01 | 71.8055425759 |
| 2007-12-01 | 72.9114819745 |
| 2008-01-01 | 74.7218765917 |
| 2008-02-01 | 73.2526947058 |
| 2008-03-01 | 73.1427654270 |
| 2008-04-01 | 72.2655783174 |
| 2008-05-01 | 72.1235046164 |
| 2008-06-01 | 70.4332490663 |
| 2008-07-01 | 70.2669543289 |
| 2008-08-01 | 69.7436946435 |
| 2008-09-01 | 68.8845475854 |
| 2008-10-01 | 70.2869431917 |
| 2008-11-01 | 69.2818709813 |
| 2008-12-01 | 69.5576616860 |
| 2009-01-01 | 66.6467324649 |
| 2009-02-01 | 65.6696763203 |
| 2009-03-01 | 65.8539253757 |
| 2009-04-01 | 65.4993722559 |
| 2009-05-01 | 66.3471559726 |
| 2009-06-01 | 63.0065059439 |
| 2009-07-01 | 59.5220603906 |
| 2009-08-01 | 60.0093542223 |
| 2009-09-01 | 62.8325587444 |
| 2009-10-01 | 63.5033054666 |
| 2009-11-01 | 65.1195331139 |
| 2009-12-01 | 66.7994484815 |
| 2010-01-01 | 65.3108263259 |
| 2010-02-01 | 66.4304205536 |
| 2010-03-01 | 65.2315642342 |
| 2010-04-01 | 66.0665822413 |
| 2010-05-01 | 67.1729755386 |
| 2010-06-01 | 68.3185040924 |
| 2010-07-01 | 68.7041586810 |
| 2010-08-01 | 69.2922999510 |
| 2010-09-01 | 71.2364839891 |
| 2010-10-01 | 70.7160302687 |
| 2010-11-01 | 71.3766291949 |
| 2010-12-01 | 71.5353961091 |
| 2011-01-01 | 71.3663254926 |
| 2011-02-01 | 71.6908562007 |
| 2011-03-01 | 72.8044318972 |
| 2011-04-01 | 73.6382206552 |
| 2011-05-01 | 74.2059372045 |
| 2011-06-01 | 73.9659976724 |
| 2011-07-01 | 77.3553492191 |
| 2011-08-01 | 76.2399428792 |
| 2011-09-01 | 77.0992953795 |
| 2011-10-01 | 77.5305333769 |
| 2011-11-01 | 77.3020911343 |
| 2011-12-01 | 77.5586351156 |
| 2012-01-01 | 80.1118082814 |
| 2012-02-01 | 79.5065520852 |
| 2012-03-01 | 78.8253007224 |
| 2012-04-01 | 80.1273629188 |
| 2012-05-01 | 79.5859527836 |
| 2012-06-01 | 79.3088396037 |
| 2012-07-01 | 78.5720714304 |
| 2012-08-01 | 79.1816001096 |
| 2012-09-01 | 80.2143968093 |
| 2012-10-01 | 80.8778276040 |
| 2012-11-01 | 80.5728141090 |
| 2012-12-01 | 80.3067991739 |
| 2013-01-01 | 82.1568279834 |
| 2013-02-01 | 81.8978439738 |
| 2013-03-01 | 82.1956209288 |
| 2013-04-01 | 80.5133677666 |
| 2013-05-01 | 80.9323123263 |
| 2013-06-01 | 80.2847450476 |
| 2013-07-01 | 80.0558043664 |
| 2013-08-01 | 81.0697489036 |
| 2013-09-01 | 81.1223823142 |
| 2013-10-01 | 80.8598718675 |
| 2013-11-01 | 81.3422551921 |
| 2013-12-01 | 82.1012287218 |
| 2014-01-01 | 81.8241907185 |
| 2014-02-01 | 81.7329878162 |
| 2014-03-01 | 81.1393265620 |
| 2014-04-01 | 83.7263089762 |
| 2014-05-01 | 84.5807959023 |
| 2014-06-01 | 85.2387323407 |
| 2014-07-01 | 81.4218185928 |
| 2014-08-01 | 82.1404102825 |
| 2014-09-01 | 80.5040039714 |
| 2014-10-01 | 81.2153067831 |
| 2014-11-01 | 81.2691231231 |
| 2014-12-01 | 81.9709704963 |
| 2015-01-01 | 81.1363025073 |
| 2015-02-01 | 81.0302224931 |
| 2015-03-01 | 80.6702557488 |
| 2015-04-01 | 81.3637095138 |
| 2015-05-01 | 81.5486042203 |
| 2015-06-01 | 82.2647697291 |
| 2015-07-01 | 82.6856982838 |
| 2015-08-01 | 82.1237140156 |
| 2015-09-01 | 81.5360724876 |
| 2015-10-01 | 82.9998403150 |
| 2015-11-01 | 82.9965493530 |
| 2015-12-01 | 83.1792221533 |
| 2016-01-01 | 83.6225946851 |
| 2016-02-01 | 83.2095539986 |
| 2016-03-01 | 83.3300705587 |
| 2016-04-01 | 82.5130626247 |
| 2016-05-01 | 81.4161825267 |
| 2016-06-01 | 83.2350260557 |
| 2016-07-01 | 84.5997507055 |
| 2016-08-01 | 84.7933849217 |
| 2016-09-01 | 85.1836669022 |
| 2016-10-01 | 84.1909619738 |
| 2016-11-01 | 83.8363454312 |
| 2016-12-01 | 83.9793488574 |
| 2017-01-01 | 84.2629446914 |
| 2017-02-01 | 83.9430984863 |
| 2017-03-01 | 84.1031498761 |
| 2017-04-01 | 82.9971518807 |
| 2017-05-01 | 83.0918909134 |
| 2017-06-01 | 82.7979771467 |
| 2017-07-01 | 82.8838885939 |
| 2017-08-01 | 82.6530941836 |
| 2017-09-01 | 82.9284945184 |
| 2017-10-01 | 83.5258863347 |
| 2017-11-01 | 83.4887499895 |
| 2017-12-01 | 83.9935524871 |
| 2018-01-01 | 83.9417637653 |
| 2018-02-01 | 84.1925721564 |
| 2018-03-01 | 84.9641825350 |
| 2018-04-01 | 85.0589243513 |
| 2018-05-01 | 84.5381352781 |
| 2018-06-01 | 85.3766018045 |
| 2018-07-01 | 83.5924395201 |
| 2018-08-01 | 83.9777261600 |
| 2018-09-01 | 83.5952435984 |
| 2018-10-01 | 83.8236275807 |
| 2018-11-01 | 84.4338520086 |
| 2018-12-01 | 83.1723086719 |
| 2019-01-01 | 83.7711888217 |
| 2019-02-01 | 84.6020459403 |
| 2019-03-01 | 84.9732710201 |
| 2019-04-01 | 84.0840804619 |
| 2019-05-01 | 84.3316124914 |
| 2019-06-01 | 83.7377917838 |
| 2019-07-01 | 82.3576460174 |
| 2019-08-01 | 82.2235835812 |
| 2019-09-01 | 81.5957182300 |
| 2019-10-01 | 81.4033113078 |
| 2019-11-01 | 82.2644758431 |
| 2019-12-01 | 82.7655013999 |
| 2020-01-01 | 83.0223065987 |
| 2020-02-01 | 83.4107988818 |
| 2020-03-01 | 83.3776753468 |
| 2020-04-01 | 62.5553812755 |
| 2020-05-01 | 64.9738379684 |
| 2020-06-01 | 67.2425327678 |
| 2020-07-01 | 70.9827548977 |
| 2020-08-01 | 72.4014643767 |
| 2020-09-01 | 72.1597536931 |
| 2020-10-01 | 73.9796578308 |
| 2020-11-01 | 73.9425357202 |
| 2020-12-01 | 74.6534011291 |
| 2021-01-01 | 74.8383288777 |
| 2021-02-01 | 74.6791609216 |
| 2021-03-01 | 75.7847594293 |
| 2021-04-01 | 74.6864175434 |
| 2021-05-01 | 74.9765155110 |
| 2021-06-01 | 76.2672872041 |
| 2021-07-01 | 76.9865993244 |
| 2021-08-01 | 76.6773064222 |
| 2021-09-01 | 75.0355079855 |
| 2021-10-01 | 77.6917340932 |
| 2021-11-01 | 78.6792708397 |
| 2021-12-01 | 80.0163925375 |
| 2022-01-01 | 77.5212404244 |
| 2022-02-01 | 79.9226790434 |
| 2022-03-01 | 79.0518536060 |
| 2022-04-01 | 81.5996634212 |
| 2022-05-01 | 81.0048338681 |
| 2022-06-01 | 81.7992270219 |
| 2022-07-01 | 81.8205159565 |
| 2022-08-01 | 80.7306357896 |
| 2022-09-01 | 81.4750444314 |
| 2022-10-01 | 79.2792637006 |
| 2022-11-01 | 81.8815344102 |
| 2022-12-01 | 82.3911167454 |
| 2023-01-01 | 82.4248344748 |
| 2023-02-01 | 83.1378937931 |
| 2023-03-01 | 82.4076521175 |
| 2023-04-01 | 83.1353887289 |
| 2023-05-01 | 83.3439249629 |
| 2023-06-01 | 81.8937613509 |
| 2023-07-01 | 81.4800560989 |
| 2023-08-01 | 82.1494855988 |
| 2023-09-01 | 82.5499645544 |
| 2023-10-01 | 81.4389004896 |
| 2023-11-01 | 80.9347542173 |
| 2023-12-01 | 81.2912185377 |
| 2024-01-01 | 82.3560531067 |
| 2024-02-01 | 81.4184784449 |
| 2024-03-01 | 80.9117744044 |
| 2024-04-01 | 81.2970038669 |
| 2024-05-01 | 82.2466853092 |
| 2024-06-01 | 80.4376893317 |
| 2024-07-01 | 80.0860893946 |
| 2024-08-01 | 80.0926332010 |
| 2024-09-01 | 80.3062582216 |
| 2024-10-01 | 80.3210791180 |
| 2024-11-01 | 80.2480744318 |
| 2024-12-01 | 79.5468292013 |
| 2025-01-01 | 79.3477289611 |
| 2025-02-01 | 79.1345276211 |
| 2025-03-01 | 79.3920308187 |
| 2025-04-01 | 78.9756437113 |
| 2025-05-01 | 79.2059767841 |
| 2025-06-01 | 78.2675234191 |
| 2025-07-01 | 78.0347375186 |
| 2025-08-01 | 78.1295636904 |
| 2025-09-01 | 78.3130870677 |
| 2025-10-01 | 78.4011875656 |
| 2025-11-01 | 78.0690134641 |
| 2025-12-01 | 77.6520823788 |
| 2026-01-01 | 77.4767352359 |
| 2026-02-01 | 77.3605703535 |
| 2026-03-01 | 78.7324594011 |
| 2026-04-01 | 77.5595963979 |
| 2026-05-01 | 77.7484989995 |
| 2026-06-01 | 77.8773761467 |
| 2026-07-01 | 78.5753624384 |
| 2026-08-01 | 78.2456128992 |