Table Data - All Employees: Professional and Business Services in Muskegon, MI (MSA)
| Title | All Employees: Professional and Business Services in Muskegon, MI (MSA) |
|---|---|
| Series ID | MUSK726PBSV |
| 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 2024-10-01 |
| Last Updated | 2024-11-20 4:28 AM CST |
| 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 | 2.0989173005630800 |
| 1990-02-01 | 2.1125570146276200 |
| 1990-03-01 | 2.1497333760988700 |
| 1990-04-01 | 2.1900170916663000 |
| 1990-05-01 | 2.1950432653828300 |
| 1990-06-01 | 2.2353321624108800 |
| 1990-07-01 | 2.2087353522661900 |
| 1990-08-01 | 2.3309153693581900 |
| 1990-09-01 | 2.3384510229001000 |
| 1990-10-01 | 2.3216333159315900 |
| 1990-11-01 | 2.3264211479958600 |
| 1990-12-01 | 2.1904547766895700 |
| 1991-01-01 | 2.4979727679868797 |
| 1991-02-01 | 2.5110884771816404 |
| 1991-03-01 | 2.3578747819217600 |
| 1991-04-01 | 2.1921308483583997 |
| 1991-05-01 | 2.2953852838676300 |
| 1991-06-01 | 2.3344763594485096 |
| 1991-07-01 | 2.3018130827847405 |
| 1991-08-01 | 2.3289279535216100 |
| 1991-09-01 | 2.3368406102498100 |
| 1991-10-01 | 2.3223697028681003 |
| 1991-11-01 | 2.3269945468630500 |
| 1991-12-01 | 2.2956453054150696 |
| 1992-01-01 | 2.2954504936846800 |
| 1992-02-01 | 2.3072522208189503 |
| 1992-03-01 | 2.3680312691231697 |
| 1992-04-01 | 2.2929153173206100 |
| 1992-05-01 | 2.2956050058635600 |
| 1992-06-01 | 2.2375962680661500 |
| 1992-07-01 | 2.2887844693560800 |
| 1992-08-01 | 2.2253685333594500 |
| 1992-09-01 | 2.2396331899338500 |
| 1992-10-01 | 2.4212247762991500 |
| 1992-11-01 | 2.3266981091045000 |
| 1992-12-01 | 2.4048569953225400 |
| 1993-01-01 | 2.3919895098631100 |
| 1993-02-01 | 2.3012618083123000 |
| 1993-03-01 | 2.3820005624307700 |
| 1993-04-01 | 2.4935557365722800 |
| 1993-05-01 | 2.5913230162885896 |
| 1993-06-01 | 2.6431117895374103 |
| 1993-07-01 | 2.5796123035365600 |
| 1993-08-01 | 2.5162467264066600 |
| 1993-09-01 | 2.5396013814732800 |
| 1993-10-01 | 2.5193352792269503 |
| 1993-11-01 | 2.5293415059782600 |
| 1993-12-01 | 2.5182194174199000 |
| 1994-01-01 | 2.4826947598025297 |
| 1994-02-01 | 2.4999457066453000 |
| 1994-03-01 | 2.5069487205896097 |
| 1994-04-01 | 2.4896747842877900 |
| 1994-05-01 | 2.4772423637270600 |
| 1994-06-01 | 2.4440778319740600 |
| 1994-07-01 | 2.6799031786488200 |
| 1994-08-01 | 2.7021054964319102 |
| 1994-09-01 | 2.7366147624469600 |
| 1994-10-01 | 2.7212725520730197 |
| 1994-11-01 | 2.7319809187806200 |
| 1994-12-01 | 2.7323571045727197 |
| 1995-01-01 | 2.7725303575893700 |
| 1995-02-01 | 2.8054501587125200 |
| 1995-03-01 | 2.8277378842686500 |
| 1995-04-01 | 2.7847828260568500 |
| 1995-05-01 | 2.6618630808781805 |
| 1995-06-01 | 2.6389810042338904 |
| 1995-07-01 | 2.6952902709258500 |
| 1995-08-01 | 2.6875209228144596 |
| 1995-09-01 | 2.6287791632445296 |
| 1995-10-01 | 2.7209298069460397 |
| 1995-11-01 | 2.7386296890338100 |
| 1995-12-01 | 2.7382009676883300 |
| 1996-01-01 | 2.7626273639821500 |
| 1996-02-01 | 2.8182980899448995 |
| 1996-03-01 | 2.7412525120788400 |
| 1996-04-01 | 2.7723040279262200 |
| 1996-05-01 | 2.8518234705785300 |
| 1996-06-01 | 2.8321042753225600 |
| 1996-07-01 | 2.8180771204681400 |
| 1996-08-01 | 2.8815506147819900 |
| 1996-09-01 | 2.9294283302744500 |
| 1996-10-01 | 2.9181697737923800 |
| 1996-11-01 | 2.9375509040566303 |
| 1996-12-01 | 2.9304988383112800 |
| 1997-01-01 | 3.0589537316686500 |
| 1997-02-01 | 3.0291397296268500 |
| 1997-03-01 | 3.0434430695747405 |
| 1997-04-01 | 3.1654517596642404 |
| 1997-05-01 | 3.2455008867987596 |
| 1997-06-01 | 3.2239644419723600 |
| 1997-07-01 | 3.2433615055778904 |
| 1997-08-01 | 3.2887530439689700 |
| 1997-09-01 | 3.2352968011208100 |
| 1997-10-01 | 3.1131411816089600 |
| 1997-11-01 | 3.1316711229433800 |
| 1997-12-01 | 3.1093023484887600 |
| 1998-01-01 | 3.1601532841686897 |
| 1998-02-01 | 3.1363604878167900 |
| 1998-03-01 | 3.2409742536089700 |
| 1998-04-01 | 3.2601739090120203 |
| 1998-05-01 | 3.3456641608042600 |
| 1998-06-01 | 3.4150737821572204 |
| 1998-07-01 | 3.3626145882812204 |
| 1998-08-01 | 3.4039090276496102 |
| 1998-09-01 | 3.5516907966395497 |
| 1998-10-01 | 3.5094489079972100 |
| 1998-11-01 | 3.4185741541445203 |
| 1998-12-01 | 3.4871440234352202 |
| 1999-01-01 | 3.2625778552874400 |
| 1999-02-01 | 3.3298847505084300 |
| 1999-03-01 | 3.3252198692897896 |
| 1999-04-01 | 3.3716419732472795 |
| 1999-05-01 | 3.2587860741099304 |
| 1999-06-01 | 3.3098108023911696 |
| 1999-07-01 | 3.3743833983758300 |
| 1999-08-01 | 3.2160293033410903 |
| 1999-09-01 | 3.3657978248807600 |
| 1999-10-01 | 3.6008611448156698 |
| 1999-11-01 | 3.7095039068490694 |
| 1999-12-01 | 3.7695560267524600 |
| 2000-01-01 | 3.7667933750199802 |
| 2000-02-01 | 3.8134290367134200 |
| 2000-03-01 | 3.8052209066720897 |
| 2000-04-01 | 3.7902863423634600 |
| 2000-05-01 | 3.7823881516125204 |
| 2000-06-01 | 3.7156180638313300 |
| 2000-07-01 | 3.6777613859285400 |
| 2000-08-01 | 3.6155270447806096 |
| 2000-09-01 | 3.5720040750914200 |
| 2000-10-01 | 3.4954096499612700 |
| 2000-11-01 | 3.4970027347259403 |
| 2000-12-01 | 3.4623693115934800 |
| 2001-01-01 | 3.3695574642997097 |
| 2001-02-01 | 3.3917593856344803 |
| 2001-03-01 | 3.3908617762705600 |
| 2001-04-01 | 3.4223406827104500 |
| 2001-05-01 | 3.4079451071659300 |
| 2001-06-01 | 3.4276912103945603 |
| 2001-07-01 | 3.1755276120175000 |
| 2001-08-01 | 3.3006678182171300 |
| 2001-09-01 | 3.2550789296810496 |
| 2001-10-01 | 3.3917735346179905 |
| 2001-11-01 | 3.3862494676426400 |
| 2001-12-01 | 3.3634925281880297 |
| 2002-01-01 | 3.4754258145680397 |
| 2002-02-01 | 3.4839579652393800 |
| 2002-03-01 | 3.4909104176741600 |
| 2002-04-01 | 3.3489397903275298 |
| 2002-05-01 | 3.4298301047164000 |
| 2002-06-01 | 3.4389870305005700 |
| 2002-07-01 | 3.4706729152688505 |
| 2002-08-01 | 3.4751849186140900 |
| 2002-09-01 | 3.4225514061272597 |
| 2002-10-01 | 3.4913758893477100 |
| 2002-11-01 | 3.3806673589238705 |
| 2002-12-01 | 3.3728594328732204 |
| 2003-01-01 | 3.6822643356732203 |
| 2003-02-01 | 3.5847855480242600 |
| 2003-03-01 | 3.5944442275918100 |
| 2003-04-01 | 3.5662504208206403 |
| 2003-05-01 | 3.6472557134401398 |
| 2003-06-01 | 3.6489950535503700 |
| 2003-07-01 | 3.6680895335252006 |
| 2003-08-01 | 3.7526115229571800 |
| 2003-09-01 | 3.7928395761078900 |
| 2003-10-01 | 3.6822797271065597 |
| 2003-11-01 | 3.7821415667104303 |
| 2003-12-01 | 3.7733363940712006 |
| 2004-01-01 | 3.7946406661099000 |
| 2004-02-01 | 3.7959603409491303 |
| 2004-03-01 | 3.8054328568206900 |
| 2004-04-01 | 4.2614934962741600 |
| 2004-05-01 | 4.2525868526830400 |
| 2004-06-01 | 4.1509166902445696 |
| 2004-07-01 | 4.3763941772274500 |
| 2004-08-01 | 4.3455476955078500 |
| 2004-09-01 | 4.3751239019174200 |
| 2004-10-01 | 4.2780058347944200 |
| 2004-11-01 | 4.2833258366407100 |
| 2004-12-01 | 4.1692409113598400 |
| 2005-01-01 | 4.1001784872976690 |
| 2005-02-01 | 4.0051369921565300 |
| 2005-03-01 | 4.0120618249028790 |
| 2005-04-01 | 4.0419444727868700 |
| 2005-05-01 | 4.0453762817162500 |
| 2005-06-01 | 3.9509292627152700 |
| 2005-07-01 | 4.2887940201757090 |
| 2005-08-01 | 4.1629652007833300 |
| 2005-09-01 | 4.1827529023695700 |
| 2005-10-01 | 4.0759474417051600 |
| 2005-11-01 | 3.9763281973537703 |
| 2005-12-01 | 3.9607372871790100 |
| 2006-01-01 | 3.8991025972246200 |
| 2006-02-01 | 3.9133504573563500 |
| 2006-03-01 | 4.0121921576645400 |
| 2006-04-01 | 3.6076522343429700 |
| 2006-05-01 | 3.6222468604440100 |
| 2006-06-01 | 3.5453920620785800 |
| 2006-07-01 | 3.5145452102590498 |
| 2006-08-01 | 3.5071851504050900 |
| 2006-09-01 | 3.4090631470352500 |
| 2006-10-01 | 3.5740508368681603 |
| 2006-11-01 | 3.4678234446796297 |
| 2006-12-01 | 3.5557322082624196 |
| 2007-01-01 | 3.4819751942840800 |
| 2007-02-01 | 3.5077475954015900 |
| 2007-03-01 | 3.4997923013705097 |
| 2007-04-01 | 3.5762130823626400 |
| 2007-05-01 | 3.5940276154358703 |
| 2007-06-01 | 3.6454150280134000 |
| 2007-07-01 | 3.5405393652723904 |
| 2007-08-01 | 3.5655012882045800 |
| 2007-09-01 | 3.5522244439093200 |
| 2007-10-01 | 3.4705796769889803 |
| 2007-11-01 | 3.4528759141286405 |
| 2007-12-01 | 3.4544322475988800 |
| 2008-01-01 | 3.4558387373824500 |
| 2008-02-01 | 3.3918595475602300 |
| 2008-03-01 | 3.3817371646392500 |
| 2008-04-01 | 3.3503615582790203 |
| 2008-05-01 | 3.3636477753457200 |
| 2008-06-01 | 3.3529260606194900 |
| 2008-07-01 | 3.4778071228093000 |
| 2008-08-01 | 3.3245328898998396 |
| 2008-09-01 | 3.2806162719518297 |
| 2008-10-01 | 3.2687479984906602 |
| 2008-11-01 | 3.3363764029688903 |
| 2008-12-01 | 3.2591904552606600 |
| 2009-01-01 | 3.2251487319961600 |
| 2009-02-01 | 3.1688394101379500 |
| 2009-03-01 | 3.1605813667957503 |
| 2009-04-01 | 3.1369251860986798 |
| 2009-05-01 | 3.0434291378920700 |
| 2009-06-01 | 2.9718673606836896 |
| 2009-07-01 | 2.9061888383717500 |
| 2009-08-01 | 2.8763710657552797 |
| 2009-09-01 | 2.7986275927878500 |
| 2009-10-01 | 3.0631896698428500 |
| 2009-11-01 | 3.0166171758985400 |
| 2009-12-01 | 3.0651591627356100 |
| 2010-01-01 | 2.5968093375052300 |
| 2010-02-01 | 2.7475596927985400 |
| 2010-03-01 | 2.4408703082720200 |
| 2010-04-01 | 2.4331640918891400 |
| 2010-05-01 | 2.7313463165799200 |
| 2010-06-01 | 2.7969587582472997 |
| 2010-07-01 | 2.8376253478631300 |
| 2010-08-01 | 2.8144247769139397 |
| 2010-09-01 | 2.7994651215187996 |
| 2010-10-01 | 2.7481592551611502 |
| 2010-11-01 | 2.9046850672638100 |
| 2010-12-01 | 2.8650702077592896 |
| 2011-01-01 | 2.9804556151004795 |
| 2011-02-01 | 3.0297123565105295 |
| 2011-03-01 | 3.0224492983764000 |
| 2011-04-01 | 3.0416257568721900 |
| 2011-05-01 | 3.0275580685544100 |
| 2011-06-01 | 2.9151305103538800 |
| 2011-07-01 | 2.9594333356332005 |
| 2011-08-01 | 3.0369064030856205 |
| 2011-09-01 | 3.0999581557554000 |
| 2011-10-01 | 3.0336344133949000 |
| 2011-11-01 | 3.0023380706828000 |
| 2011-12-01 | 2.9648330501014100 |
| 2012-01-01 | 2.9697450986424303 |
| 2012-02-01 | 3.0155893387856203 |
| 2012-03-01 | 3.0046445496023000 |
| 2012-04-01 | 3.0485305306382697 |
| 2012-05-01 | 3.0208322689310200 |
| 2012-06-01 | 3.0283953873385900 |
| 2012-07-01 | 3.0828227398523502 |
| 2012-08-01 | 3.0516835202255900 |
| 2012-09-01 | 3.0927064201149800 |
| 2012-10-01 | 3.1236803486395700 |
| 2012-11-01 | 3.1079385021476300 |
| 2012-12-01 | 3.1676137604597203 |
| 2013-01-01 | 3.1659947051819100 |
| 2013-02-01 | 3.1061675846274706 |
| 2013-03-01 | 3.0894764922240094 |
| 2013-04-01 | 3.0505225989654400 |
| 2013-05-01 | 3.1173745316238200 |
| 2013-06-01 | 3.1281987804175198 |
| 2013-07-01 | 3.1878294247601895 |
| 2013-08-01 | 3.2620133915087903 |
| 2013-09-01 | 3.2967471713395797 |
| 2013-10-01 | 3.5233911913674505 |
| 2013-11-01 | 3.5187995077891500 |
| 2013-12-01 | 3.4720580994032204 |
| 2014-01-01 | 3.3669441694674600 |
| 2014-02-01 | 3.4027363958890100 |
| 2014-03-01 | 3.4758651547113800 |
| 2014-04-01 | 3.4417822793071498 |
| 2014-05-01 | 3.5103710271282798 |
| 2014-06-01 | 3.6181113758921700 |
| 2014-07-01 | 3.5835044324090295 |
| 2014-08-01 | 3.6714405182129504 |
| 2014-09-01 | 3.7063322286642797 |
| 2014-10-01 | 3.7315280095464800 |
| 2014-11-01 | 3.7338879970648800 |
| 2014-12-01 | 3.5795758243489600 |
| 2015-01-01 | 3.8753127391452300 |
| 2015-02-01 | 3.9977566176338400 |
| 2015-03-01 | 3.8652864611799598 |
| 2015-04-01 | 3.8310000224971500 |
| 2015-05-01 | 3.8065110293247004 |
| 2015-06-01 | 3.5913053394448000 |
| 2015-07-01 | 3.4679591163615697 |
| 2015-08-01 | 3.4765380579536100 |
| 2015-09-01 | 3.5243392917435497 |
| 2015-10-01 | 3.4462178823493903 |
| 2015-11-01 | 3.4511358732824600 |
| 2015-12-01 | 3.3950258614924800 |
| 2016-01-01 | 3.4847249077651803 |
| 2016-02-01 | 3.4864729526099905 |
| 2016-03-01 | 3.4596232948553600 |
| 2016-04-01 | 3.5161241909214400 |
| 2016-05-01 | 3.4017239776854105 |
| 2016-06-01 | 3.5723846294162405 |
| 2016-07-01 | 3.6505344483333500 |
| 2016-08-01 | 3.6722232562855200 |
| 2016-09-01 | 3.6357963950358100 |
| 2016-10-01 | 3.7646664253711900 |
| 2016-11-01 | 3.7658141077227905 |
| 2016-12-01 | 3.8092856626422900 |
| 2017-01-01 | 3.6976327249655700 |
| 2017-02-01 | 3.6700287612349802 |
| 2017-03-01 | 3.7603253882950898 |
| 2017-04-01 | 3.8124596542118300 |
| 2017-05-01 | 3.8084779387758796 |
| 2017-06-01 | 3.8543553925662404 |
| 2017-07-01 | 3.8307486215742200 |
| 2017-08-01 | 3.7550609064874400 |
| 2017-09-01 | 3.7448477966135300 |
| 2017-10-01 | 3.6750784173550404 |
| 2017-11-01 | 3.6772751090956497 |
| 2017-12-01 | 3.7160793268944103 |
| 2018-01-01 | 3.8114162974606205 |
| 2018-02-01 | 3.8584029055616300 |
| 2018-03-01 | 3.8657535337463400 |
| 2018-04-01 | 3.8216733819133800 |
| 2018-05-01 | 3.8156791919894700 |
| 2018-06-01 | 3.8437215966282796 |
| 2018-07-01 | 3.6156344140864998 |
| 2018-08-01 | 3.6271184950313400 |
| 2018-09-01 | 3.6467971243846900 |
| 2018-10-01 | 3.6836401023732996 |
| 2018-11-01 | 3.6866402545390695 |
| 2018-12-01 | 3.6198848527474303 |
| 2019-01-01 | 3.6204353784049700 |
| 2019-02-01 | 3.6468812422530603 |
| 2019-03-01 | 3.5680944438725400 |
| 2019-04-01 | 3.6419344917861200 |
| 2019-05-01 | 3.5263363663854900 |
| 2019-06-01 | 3.4345571526931695 |
| 2019-07-01 | 3.5123394849980496 |
| 2019-08-01 | 3.5031935528890896 |
| 2019-09-01 | 3.4452323051496700 |
| 2019-10-01 | 3.3812092199065797 |
| 2019-11-01 | 3.3898711331083500 |
| 2019-12-01 | 3.4203558702124100 |
| 2020-01-01 | 3.3253086772843905 |
| 2020-02-01 | 3.3381947659428900 |
| 2020-03-01 | 3.3731896381155300 |
| 2020-04-01 | 2.4611172464945700 |
| 2020-05-01 | 2.5320614990189400 |
| 2020-06-01 | 2.7345084268775297 |
| 2020-07-01 | 3.0134982455087000 |
| 2020-08-01 | 2.9874654176188202 |
| 2020-09-01 | 3.0381995934888100 |
| 2020-10-01 | 3.0809551206895300 |
| 2020-11-01 | 3.0906020126426000 |
| 2020-12-01 | 3.1150167763019200 |
| 2021-01-01 | 3.3269114079733100 |
| 2021-02-01 | 3.2331140796430500 |
| 2021-03-01 | 3.1752047128344203 |
| 2021-04-01 | 3.2749934964920597 |
| 2021-05-01 | 3.3373266685412800 |
| 2021-06-01 | 3.3360907767995500 |
| 2021-07-01 | 3.3183762902921403 |
| 2021-08-01 | 3.3856626382483400 |
| 2021-09-01 | 3.3342199880197800 |
| 2021-10-01 | 3.3742858781528504 |
| 2021-11-01 | 3.3861974777279500 |
| 2021-12-01 | 3.4044277665270095 |
| 2022-01-01 | 3.5288366475062400 |
| 2022-02-01 | 3.5366652970115298 |
| 2022-03-01 | 3.6763231919274997 |
| 2022-04-01 | 3.5802124377550600 |
| 2022-05-01 | 3.5383387111592900 |
| 2022-06-01 | 3.5382819932640803 |
| 2022-07-01 | 3.5195312796000400 |
| 2022-08-01 | 3.4905591205134600 |
| 2022-09-01 | 3.5331497337790494 |
| 2022-10-01 | 3.5752651577566500 |
| 2022-11-01 | 3.5843835598579500 |
| 2022-12-01 | 3.5961125711095696 |
| 2023-01-01 | 3.5268345913106502 |
| 2023-02-01 | 3.5399288856101503 |
| 2023-03-01 | 3.4717695803938105 |
| 2023-04-01 | 3.4765094461337500 |
| 2023-05-01 | 3.5374278416498100 |
| 2023-06-01 | 3.6420870112420296 |
| 2023-07-01 | 3.6226397709604900 |
| 2023-08-01 | 3.6056545231119800 |
| 2023-09-01 | 3.6347273973270804 |
| 2023-10-01 | 3.5734693157140396 |
| 2023-11-01 | 3.5782155769528200 |
| 2023-12-01 | 3.5883500253067700 |
| 2024-01-01 | 3.5245829585937100 |
| 2024-02-01 | 3.4420367736215500 |
| 2024-03-01 | 3.5715924575946896 |
| 2024-04-01 | 3.5718512474557800 |
| 2024-05-01 | 3.5378924982051200 |
| 2024-06-01 | 3.4475761259898903 |
| 2024-07-01 | 3.4201828021609600 |
| 2024-08-01 | 3.4143757777891497 |
| 2024-09-01 | 3.4355216982311600 |
| 2024-10-01 | 3.4771404912917996 |
