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 2026-09-01 |
| Last Updated | 2026-10-20 9:45 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 | 31.8209672778 |
| 1990-02-01 | 32.4423660143 |
| 1990-03-01 | 32.5722303740 |
| 1990-04-01 | 32.2077280560 |
| 1990-05-01 | 32.8149004894 |
| 1990-06-01 | 33.3218196432 |
| 1990-07-01 | 33.7010989319 |
| 1990-08-01 | 33.9552672660 |
| 1990-09-01 | 34.3947476900 |
| 1990-10-01 | 34.2951072998 |
| 1990-11-01 | 33.8999115842 |
| 1990-12-01 | 34.4880024328 |
| 1991-01-01 | 35.2232676394 |
| 1991-02-01 | 34.9329506300 |
| 1991-03-01 | 34.8487455946 |
| 1991-04-01 | 35.0164388292 |
| 1991-05-01 | 35.3180979354 |
| 1991-06-01 | 35.3117418318 |
| 1991-07-01 | 36.2078172400 |
| 1991-08-01 | 36.6247329098 |
| 1991-09-01 | 36.7199395836 |
| 1991-10-01 | 37.0585271293 |
| 1991-11-01 | 37.7148408979 |
| 1991-12-01 | 37.6131933548 |
| 1992-01-01 | 37.4558242204 |
| 1992-02-01 | 37.5274074906 |
| 1992-03-01 | 38.6860866339 |
| 1992-04-01 | 39.4146075401 |
| 1992-05-01 | 39.5404861979 |
| 1992-06-01 | 40.3197934327 |
| 1992-07-01 | 40.2407303791 |
| 1992-08-01 | 40.0610602032 |
| 1992-09-01 | 39.8127901150 |
| 1992-10-01 | 40.2338090684 |
| 1992-11-01 | 40.1060254192 |
| 1992-12-01 | 40.4945059421 |
| 1993-01-01 | 41.5687801746 |
| 1993-02-01 | 41.8603403007 |
| 1993-03-01 | 42.1682512633 |
| 1993-04-01 | 43.9507266009 |
| 1993-05-01 | 44.2120288430 |
| 1993-06-01 | 43.9977667355 |
| 1993-07-01 | 43.7179361067 |
| 1993-08-01 | 44.1803576272 |
| 1993-09-01 | 44.7360224758 |
| 1993-10-01 | 47.7061578622 |
| 1993-11-01 | 47.2350933179 |
| 1993-12-01 | 48.0327171778 |
| 1994-01-01 | 48.2085316246 |
| 1994-02-01 | 48.3767949948 |
| 1994-03-01 | 48.6568550934 |
| 1994-04-01 | 48.3089351291 |
| 1994-05-01 | 48.3353562070 |
| 1994-06-01 | 48.8342360751 |
| 1994-07-01 | 49.3031636376 |
| 1994-08-01 | 49.6652941518 |
| 1994-09-01 | 50.4322751545 |
| 1994-10-01 | 50.2652313696 |
| 1994-11-01 | 50.6231355225 |
| 1994-12-01 | 50.7033369006 |
| 1995-01-01 | 49.6920079372 |
| 1995-02-01 | 50.2749171777 |
| 1995-03-01 | 50.4794052047 |
| 1995-04-01 | 51.0530151825 |
| 1995-05-01 | 50.9748217856 |
| 1995-06-01 | 50.9565021377 |
| 1995-07-01 | 51.5853106380 |
| 1995-08-01 | 52.2159718279 |
| 1995-09-01 | 52.0723218207 |
| 1995-10-01 | 50.9099503021 |
| 1995-11-01 | 51.0236764620 |
| 1995-12-01 | 50.8754497287 |
| 1996-01-01 | 51.5936379076 |
| 1996-02-01 | 52.0770982687 |
| 1996-03-01 | 51.4809701044 |
| 1996-04-01 | 50.9681231353 |
| 1996-05-01 | 51.8692471067 |
| 1996-06-01 | 52.3618974320 |
| 1996-07-01 | 52.9052749357 |
| 1996-08-01 | 53.5244642153 |
| 1996-09-01 | 54.1593716170 |
| 1996-10-01 | 56.1177861155 |
| 1996-11-01 | 55.9441956961 |
| 1996-12-01 | 56.7189118947 |
| 1997-01-01 | 57.7943869130 |
| 1997-02-01 | 57.1946920534 |
| 1997-03-01 | 58.2747963061 |
| 1997-04-01 | 59.0128449751 |
| 1997-05-01 | 59.6969618802 |
| 1997-06-01 | 59.0088824266 |
| 1997-07-01 | 59.4098838112 |
| 1997-08-01 | 59.2515368635 |
| 1997-09-01 | 59.8601958124 |
| 1997-10-01 | 59.7118244524 |
| 1997-11-01 | 59.7851666711 |
| 1997-12-01 | 60.8162590766 |
| 1998-01-01 | 59.0743884525 |
| 1998-02-01 | 59.3008329101 |
| 1998-03-01 | 59.6398903568 |
| 1998-04-01 | 58.7019429698 |
| 1998-05-01 | 58.6176303644 |
| 1998-06-01 | 59.2364971919 |
| 1998-07-01 | 57.0578553114 |
| 1998-08-01 | 57.6744161302 |
| 1998-09-01 | 57.5923181900 |
| 1998-10-01 | 58.6419972097 |
| 1998-11-01 | 58.8562861086 |
| 1998-12-01 | 58.8374409985 |
| 1999-01-01 | 60.1426054945 |
| 1999-02-01 | 61.4870501596 |
| 1999-03-01 | 61.9491323927 |
| 1999-04-01 | 62.1388138108 |
| 1999-05-01 | 62.0524716969 |
| 1999-06-01 | 62.6671296480 |
| 1999-07-01 | 63.0596660056 |
| 1999-08-01 | 63.3212067265 |
| 1999-09-01 | 63.3086160625 |
| 1999-10-01 | 64.6328189165 |
| 1999-11-01 | 66.3004466537 |
| 1999-12-01 | 67.4473223112 |
| 2000-01-01 | 68.1618817772 |
| 2000-02-01 | 68.6692045273 |
| 2000-03-01 | 68.5781674696 |
| 2000-04-01 | 67.7342827929 |
| 2000-05-01 | 67.4312510356 |
| 2000-06-01 | 68.6143813694 |
| 2000-07-01 | 71.4569237666 |
| 2000-08-01 | 70.4197969150 |
| 2000-09-01 | 70.1506671808 |
| 2000-10-01 | 67.3059527154 |
| 2000-11-01 | 67.1374233088 |
| 2000-12-01 | 66.8284143760 |
| 2001-01-01 | 65.6169951355 |
| 2001-02-01 | 64.7260432791 |
| 2001-03-01 | 64.5457308852 |
| 2001-04-01 | 65.3318346119 |
| 2001-05-01 | 65.2340153770 |
| 2001-06-01 | 65.4746338215 |
| 2001-07-01 | 63.7163856058 |
| 2001-08-01 | 63.5027970148 |
| 2001-09-01 | 63.3463906689 |
| 2001-10-01 | 62.3352397943 |
| 2001-11-01 | 61.5601765151 |
| 2001-12-01 | 60.7946100208 |
| 2002-01-01 | 62.6123935605 |
| 2002-02-01 | 62.8883984133 |
| 2002-03-01 | 63.2631424473 |
| 2002-04-01 | 64.2831238619 |
| 2002-05-01 | 64.5183609643 |
| 2002-06-01 | 64.9522658919 |
| 2002-07-01 | 65.1340192728 |
| 2002-08-01 | 64.5057263447 |
| 2002-09-01 | 64.3284721297 |
| 2002-10-01 | 64.0481273005 |
| 2002-11-01 | 64.3055338620 |
| 2002-12-01 | 63.8344063849 |
| 2003-01-01 | 59.4640976517 |
| 2003-02-01 | 59.2334987186 |
| 2003-03-01 | 58.6419523705 |
| 2003-04-01 | 58.4735714413 |
| 2003-05-01 | 58.9100645083 |
| 2003-06-01 | 58.6623449092 |
| 2003-07-01 | 59.7883813698 |
| 2003-08-01 | 60.0405867915 |
| 2003-09-01 | 59.7846299619 |
| 2003-10-01 | 61.6705635473 |
| 2003-11-01 | 62.7704100165 |
| 2003-12-01 | 62.9535602655 |
| 2004-01-01 | 61.8122117222 |
| 2004-02-01 | 62.4302792354 |
| 2004-03-01 | 62.0579066935 |
| 2004-04-01 | 63.3353784189 |
| 2004-05-01 | 63.6776642923 |
| 2004-06-01 | 63.6432126224 |
| 2004-07-01 | 63.3455301835 |
| 2004-08-01 | 63.4155778844 |
| 2004-09-01 | 63.1631523843 |
| 2004-10-01 | 63.4814071898 |
| 2004-11-01 | 63.2119706333 |
| 2004-12-01 | 62.7889418031 |
| 2005-01-01 | 62.9193723812 |
| 2005-02-01 | 62.2734219223 |
| 2005-03-01 | 63.2386798669 |
| 2005-04-01 | 64.1236458345 |
| 2005-05-01 | 63.9330100321 |
| 2005-06-01 | 64.1546176801 |
| 2005-07-01 | 67.3220063013 |
| 2005-08-01 | 66.9478176717 |
| 2005-09-01 | 67.4724165611 |
| 2005-10-01 | 66.6549246234 |
| 2005-11-01 | 66.4157060641 |
| 2005-12-01 | 66.1621531935 |
| 2006-01-01 | 66.0478333248 |
| 2006-02-01 | 65.8695279465 |
| 2006-03-01 | 64.9852222204 |
| 2006-04-01 | 66.1921251046 |
| 2006-05-01 | 66.6827866070 |
| 2006-06-01 | 68.0257980119 |
| 2006-07-01 | 68.2272336776 |
| 2006-08-01 | 68.4176347706 |
| 2006-09-01 | 68.5385298659 |
| 2006-10-01 | 68.0610941144 |
| 2006-11-01 | 68.5038169058 |
| 2006-12-01 | 69.4236000364 |
| 2007-01-01 | 69.6005352376 |
| 2007-02-01 | 69.7941064016 |
| 2007-03-01 | 70.6658024340 |
| 2007-04-01 | 69.0676698710 |
| 2007-05-01 | 69.5925946240 |
| 2007-06-01 | 70.8422070088 |
| 2007-07-01 | 71.0635190968 |
| 2007-08-01 | 71.5251815182 |
| 2007-09-01 | 71.3766889312 |
| 2007-10-01 | 71.3066039754 |
| 2007-11-01 | 71.8055393445 |
| 2007-12-01 | 72.9114715066 |
| 2008-01-01 | 74.7218573068 |
| 2008-02-01 | 73.2526701746 |
| 2008-03-01 | 73.1427397105 |
| 2008-04-01 | 72.2655852261 |
| 2008-05-01 | 72.1235153107 |
| 2008-06-01 | 70.4332811645 |
| 2008-07-01 | 70.2669624538 |
| 2008-08-01 | 69.7436952337 |
| 2008-09-01 | 68.8845483460 |
| 2008-10-01 | 70.2869382771 |
| 2008-11-01 | 69.2818654863 |
| 2008-12-01 | 69.5576586301 |
| 2009-01-01 | 66.6467265761 |
| 2009-02-01 | 65.6696743988 |
| 2009-03-01 | 65.8539153867 |
| 2009-04-01 | 65.4993758306 |
| 2009-05-01 | 66.3471622547 |
| 2009-06-01 | 63.0065103463 |
| 2009-07-01 | 59.5220640940 |
| 2009-08-01 | 60.0093541829 |
| 2009-09-01 | 62.8325624345 |
| 2009-10-01 | 63.5033019628 |
| 2009-11-01 | 65.1195311046 |
| 2009-12-01 | 66.7994491775 |
| 2010-01-01 | 65.3108240149 |
| 2010-02-01 | 66.4304183710 |
| 2010-03-01 | 65.2315621740 |
| 2010-04-01 | 66.0665812457 |
| 2010-05-01 | 67.1729768201 |
| 2010-06-01 | 68.3185050972 |
| 2010-07-01 | 68.7041615079 |
| 2010-08-01 | 69.2922998507 |
| 2010-09-01 | 71.2364878550 |
| 2010-10-01 | 70.7160289820 |
| 2010-11-01 | 71.3766280196 |
| 2010-12-01 | 71.5353969360 |
| 2011-01-01 | 71.3663253248 |
| 2011-02-01 | 71.6908552374 |
| 2011-03-01 | 72.8044278860 |
| 2011-04-01 | 73.6382193020 |
| 2011-05-01 | 74.2059395163 |
| 2011-06-01 | 73.9659972417 |
| 2011-07-01 | 77.3553500416 |
| 2011-08-01 | 76.2399425372 |
| 2011-09-01 | 77.0992987189 |
| 2011-10-01 | 77.5305334394 |
| 2011-11-01 | 77.3020912624 |
| 2011-12-01 | 77.5586365114 |
| 2012-01-01 | 80.1118107493 |
| 2012-02-01 | 79.5065520332 |
| 2012-03-01 | 78.8252929573 |
| 2012-04-01 | 80.1273595912 |
| 2012-05-01 | 79.5859558104 |
| 2012-06-01 | 79.3088382563 |
| 2012-07-01 | 78.5720708344 |
| 2012-08-01 | 79.1815998951 |
| 2012-09-01 | 80.2144018451 |
| 2012-10-01 | 80.8778278532 |
| 2012-11-01 | 80.5728157408 |
| 2012-12-01 | 80.3068024593 |
| 2013-01-01 | 82.1568323751 |
| 2013-02-01 | 81.8978445297 |
| 2013-03-01 | 82.1956102318 |
| 2013-04-01 | 80.5133653363 |
| 2013-05-01 | 80.9322960891 |
| 2013-06-01 | 80.2847491188 |
| 2013-07-01 | 80.0558091996 |
| 2013-08-01 | 81.0697608153 |
| 2013-09-01 | 81.1224033164 |
| 2013-10-01 | 80.8598742620 |
| 2013-11-01 | 81.3422453873 |
| 2013-12-01 | 82.1012136444 |
| 2014-01-01 | 81.8241834371 |
| 2014-02-01 | 81.7329907128 |
| 2014-03-01 | 81.1393152940 |
| 2014-04-01 | 83.7263246327 |
| 2014-05-01 | 84.5807647391 |
| 2014-06-01 | 85.2387449695 |
| 2014-07-01 | 81.4218295588 |
| 2014-08-01 | 82.1404421075 |
| 2014-09-01 | 80.5040453286 |
| 2014-10-01 | 81.2153005101 |
| 2014-11-01 | 81.2690720005 |
| 2014-12-01 | 81.9709104168 |
| 2015-01-01 | 81.1362879416 |
| 2015-02-01 | 81.0302649445 |
| 2015-03-01 | 80.6702846019 |
| 2015-04-01 | 81.3637752890 |
| 2015-05-01 | 81.5485672373 |
| 2015-06-01 | 82.2648218405 |
| 2015-07-01 | 82.6855352002 |
| 2015-08-01 | 82.1237356507 |
| 2015-09-01 | 81.5361177914 |
| 2015-10-01 | 82.9999114127 |
| 2015-11-01 | 82.9966702936 |
| 2015-12-01 | 83.1786116529 |
| 2016-01-01 | 83.6228571565 |
| 2016-02-01 | 83.2098175745 |
| 2016-03-01 | 83.3301965816 |
| 2016-04-01 | 82.5131613038 |
| 2016-05-01 | 81.4160841905 |
| 2016-06-01 | 83.2349618744 |
| 2016-07-01 | 84.5992475046 |
| 2016-08-01 | 84.7933186963 |
| 2016-09-01 | 85.1837156733 |
| 2016-10-01 | 84.1912135377 |
| 2016-11-01 | 83.8368167810 |
| 2016-12-01 | 83.9782749819 |
| 2017-01-01 | 84.2635326588 |
| 2017-02-01 | 83.9437786859 |
| 2017-03-01 | 84.1037778321 |
| 2017-04-01 | 82.9963716368 |
| 2017-05-01 | 83.0916523225 |
| 2017-06-01 | 82.7979532590 |
| 2017-07-01 | 82.8831742933 |
| 2017-08-01 | 82.6518022996 |
| 2017-09-01 | 82.9292202369 |
| 2017-10-01 | 83.5268142492 |
| 2017-11-01 | 83.4898274094 |
| 2017-12-01 | 83.9921591868 |
| 2018-01-01 | 83.9427503123 |
| 2018-02-01 | 84.1936214027 |
| 2018-03-01 | 84.9650314919 |
| 2018-04-01 | 85.0568328868 |
| 2018-05-01 | 84.5376185105 |
| 2018-06-01 | 85.3763454048 |
| 2018-07-01 | 83.5910329649 |
| 2018-08-01 | 83.9741431394 |
| 2018-09-01 | 83.5997295431 |
| 2018-10-01 | 83.8244801650 |
| 2018-11-01 | 84.4350297482 |
| 2018-12-01 | 83.1719042647 |
| 2019-01-01 | 83.7729507811 |
| 2019-02-01 | 84.6038626400 |
| 2019-03-01 | 84.9722486803 |
| 2019-04-01 | 84.0806933256 |
| 2019-05-01 | 84.3302090735 |
| 2019-06-01 | 83.7367912890 |
| 2019-07-01 | 82.3555676477 |
| 2019-08-01 | 82.2182133450 |
| 2019-09-01 | 81.6041008303 |
| 2019-10-01 | 81.4055216775 |
| 2019-11-01 | 82.2658011141 |
| 2019-12-01 | 82.7662477645 |
| 2020-01-01 | 83.0252773773 |
| 2020-02-01 | 83.4134401965 |
| 2020-03-01 | 83.3739377470 |
| 2020-04-01 | 62.5516115921 |
| 2020-05-01 | 64.9708316915 |
| 2020-06-01 | 67.2397986564 |
| 2020-07-01 | 70.9800356039 |
| 2020-08-01 | 72.3965811787 |
| 2020-09-01 | 72.1706882249 |
| 2020-10-01 | 73.9829260206 |
| 2020-11-01 | 73.9456782718 |
| 2020-12-01 | 74.6593804177 |
| 2021-01-01 | 74.8397227793 |
| 2021-02-01 | 74.6851739025 |
| 2021-03-01 | 75.7823621861 |
| 2021-04-01 | 74.6844033944 |
| 2021-05-01 | 74.9482010135 |
| 2021-06-01 | 76.2625339013 |
| 2021-07-01 | 76.9817127503 |
| 2021-08-01 | 76.6720573691 |
| 2021-09-01 | 75.0506254727 |
| 2021-10-01 | 77.7041345118 |
| 2021-11-01 | 78.6927402903 |
| 2021-12-01 | 80.0340484876 |
| 2022-01-01 | 77.5251402606 |
| 2022-02-01 | 79.9340891563 |
| 2022-03-01 | 79.0493409825 |
| 2022-04-01 | 81.5938085455 |
| 2022-05-01 | 80.9363753412 |
| 2022-06-01 | 81.7791979233 |
| 2022-07-01 | 81.8029919017 |
| 2022-08-01 | 80.7235523788 |
| 2022-09-01 | 81.5025064374 |
| 2022-10-01 | 79.3134790031 |
| 2022-11-01 | 81.9207107982 |
| 2022-12-01 | 82.4326734115 |
| 2023-01-01 | 82.4401969218 |
| 2023-02-01 | 83.1635234954 |
| 2023-03-01 | 82.3848417610 |
| 2023-04-01 | 83.1221464219 |
| 2023-05-01 | 83.2236453165 |
| 2023-06-01 | 81.8368833919 |
| 2023-07-01 | 81.4390027647 |
| 2023-08-01 | 82.0887507513 |
| 2023-09-01 | 82.6454222814 |
| 2023-10-01 | 81.5270362770 |
| 2023-11-01 | 81.0126739376 |
| 2023-12-01 | 81.3596883076 |
| 2024-01-01 | 82.3903430054 |
| 2024-02-01 | 81.4496065441 |
| 2024-03-01 | 80.8568859646 |
| 2024-04-01 | 81.2588522985 |
| 2024-05-01 | 82.0914567168 |
| 2024-06-01 | 80.3309582455 |
| 2024-07-01 | 80.0031508419 |
| 2024-08-01 | 79.9552549626 |
| 2024-09-01 | 80.5093807007 |
| 2024-10-01 | 80.4664565098 |
| 2024-11-01 | 80.3675256459 |
| 2024-12-01 | 79.6429302057 |
| 2025-01-01 | 79.3978898587 |
| 2025-02-01 | 79.1695065152 |
| 2025-03-01 | 79.3010410404 |
| 2025-04-01 | 78.9158892606 |
| 2025-05-01 | 79.0194742830 |
| 2025-06-01 | 78.1165256099 |
| 2025-07-01 | 77.9122788807 |
| 2025-08-01 | 77.9008089331 |
| 2025-09-01 | 78.6426371622 |
| 2025-10-01 | 78.5992843927 |
| 2025-11-01 | 78.2201457251 |
| 2025-12-01 | 77.7667049687 |
| 2026-01-01 | 77.5398204844 |
| 2026-02-01 | 77.3895291044 |
| 2026-03-01 | 78.6139429395 |
| 2026-04-01 | 77.4746932019 |
| 2026-05-01 | 77.5506656882 |
| 2026-06-01 | 77.6914423104 |
| 2026-07-01 | 78.4138443867 |
| 2026-08-01 | 77.6364754444 |
| 2026-09-01 | 75.9082902790 |