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 2024-12-01 |
| Last Updated | 2025-01-29 4:51 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 | 2.0989173011388500 |
| 1990-02-01 | 2.1125570161353897 |
| 1990-03-01 | 2.1497333795967100 |
| 1990-04-01 | 2.1900170908069900 |
| 1990-05-01 | 2.1950432643283000 |
| 1990-06-01 | 2.2353321586031400 |
| 1990-07-01 | 2.2087353511240404 |
| 1990-08-01 | 2.3309153685521400 |
| 1990-09-01 | 2.3384510225768302 |
| 1990-10-01 | 2.3216333160986404 |
| 1990-11-01 | 2.3264211488294800 |
| 1990-12-01 | 2.1904547780764196 |
| 1991-01-01 | 2.4979727690113400 |
| 1991-02-01 | 2.5110884789683796 |
| 1991-03-01 | 2.3578747859442300 |
| 1991-04-01 | 2.1921308468947602 |
| 1991-05-01 | 2.2953852820378797 |
| 1991-06-01 | 2.3344763540689500 |
| 1991-07-01 | 2.3018130819701900 |
| 1991-08-01 | 2.3289279527393100 |
| 1991-09-01 | 2.3368406102440695 |
| 1991-10-01 | 2.3223697034445600 |
| 1991-11-01 | 2.3269945484816700 |
| 1991-12-01 | 2.2956453078825496 |
| 1992-01-01 | 2.2954504956854400 |
| 1992-02-01 | 2.3072522235357003 |
| 1992-03-01 | 2.3680312747833900 |
| 1992-04-01 | 2.2929153171381000 |
| 1992-05-01 | 2.2956049885957700 |
| 1992-06-01 | 2.2375962643291500 |
| 1992-07-01 | 2.2887844720870096 |
| 1992-08-01 | 2.2253685353211900 |
| 1992-09-01 | 2.2396331922329398 |
| 1992-10-01 | 2.4212247785168500 |
| 1992-11-01 | 2.3266981115092500 |
| 1992-12-01 | 2.4048569977996200 |
| 1993-01-01 | 2.3919895117004100 |
| 1993-02-01 | 2.3012618105327998 |
| 1993-03-01 | 2.3820005680930600 |
| 1993-04-01 | 2.4935557382308900 |
| 1993-05-01 | 2.5913229850985400 |
| 1993-06-01 | 2.6431117903382004 |
| 1993-07-01 | 2.5796123110665100 |
| 1993-08-01 | 2.5162467307095700 |
| 1993-09-01 | 2.5396013834211804 |
| 1993-10-01 | 2.5193352780930600 |
| 1993-11-01 | 2.5293415029642000 |
| 1993-12-01 | 2.5182194149428700 |
| 1994-01-01 | 2.4826947608193400 |
| 1994-02-01 | 2.4999457128529800 |
| 1994-03-01 | 2.5069487393411300 |
| 1994-04-01 | 2.4896748063942300 |
| 1994-05-01 | 2.4772423321643600 |
| 1994-06-01 | 2.4440778351250296 |
| 1994-07-01 | 2.6799031667566400 |
| 1994-08-01 | 2.7021055405770404 |
| 1994-09-01 | 2.7366147173475297 |
| 1994-10-01 | 2.7212725088680000 |
| 1994-11-01 | 2.7319808890496700 |
| 1994-12-01 | 2.7323570958100496 |
| 1995-01-01 | 2.7725303720440300 |
| 1995-02-01 | 2.8054501931058200 |
| 1995-03-01 | 2.8277379504715100 |
| 1995-04-01 | 2.7847829083558304 |
| 1995-05-01 | 2.6618630989465300 |
| 1995-06-01 | 2.6389810260270297 |
| 1995-07-01 | 2.6952902252323800 |
| 1995-08-01 | 2.6875209639157003 |
| 1995-09-01 | 2.6287789071769305 |
| 1995-10-01 | 2.7209296707126702 |
| 1995-11-01 | 2.7386296014877500 |
| 1995-12-01 | 2.7382009560348100 |
| 1996-01-01 | 2.7626276275160500 |
| 1996-02-01 | 2.8182981910677403 |
| 1996-03-01 | 2.7412526653957600 |
| 1996-04-01 | 2.7723041885834600 |
| 1996-05-01 | 2.8518235138035200 |
| 1996-06-01 | 2.8321042989309104 |
| 1996-07-01 | 2.8180770925914800 |
| 1996-08-01 | 2.8815506467623100 |
| 1996-09-01 | 2.9294268339569802 |
| 1996-10-01 | 2.9181699155037900 |
| 1996-11-01 | 2.9375511704519700 |
| 1996-12-01 | 2.9304991857437597 |
| 1997-01-01 | 3.0589544748312400 |
| 1997-02-01 | 3.0291399539127400 |
| 1997-03-01 | 3.0434431502008100 |
| 1997-04-01 | 3.1654516817981406 |
| 1997-05-01 | 3.2455006478838100 |
| 1997-06-01 | 3.2239642479324297 |
| 1997-07-01 | 3.2433614434049200 |
| 1997-08-01 | 3.2887530929506297 |
| 1997-09-01 | 3.2352942561273097 |
| 1997-10-01 | 3.1131418586653500 |
| 1997-11-01 | 3.1316719896928800 |
| 1997-12-01 | 3.1093032838986496 |
| 1998-01-01 | 3.1601546710719703 |
| 1998-02-01 | 3.1363608709991800 |
| 1998-03-01 | 3.2409742570860396 |
| 1998-04-01 | 3.2601737146379800 |
| 1998-05-01 | 3.3456640174037600 |
| 1998-06-01 | 3.4150707907744000 |
| 1998-07-01 | 3.3626137751029903 |
| 1998-08-01 | 3.4039093171812600 |
| 1998-09-01 | 3.5516879245411300 |
| 1998-10-01 | 3.5094500545499105 |
| 1998-11-01 | 3.4185761978491400 |
| 1998-12-01 | 3.4871467076725900 |
| 1999-01-01 | 3.2625816651774400 |
| 1999-02-01 | 3.3298879984318300 |
| 1999-03-01 | 3.3252226934660400 |
| 1999-04-01 | 3.3716299685638798 |
| 1999-05-01 | 3.2587874933539300 |
| 1999-06-01 | 3.3098054884580500 |
| 1999-07-01 | 3.3743815444641103 |
| 1999-08-01 | 3.2160296060490700 |
| 1999-09-01 | 3.3657964352556604 |
| 1999-10-01 | 3.6008643115597003 |
| 1999-11-01 | 3.7095035427729500 |
| 1999-12-01 | 3.7695613675782402 |
| 2000-01-01 | 3.7668021446709705 |
| 2000-02-01 | 3.8134378817278796 |
| 2000-03-01 | 3.8052277085447800 |
| 2000-04-01 | 3.7902621241517096 |
| 2000-05-01 | 3.7823894770271100 |
| 2000-06-01 | 3.7156082263802300 |
| 2000-07-01 | 3.6777564291105300 |
| 2000-08-01 | 3.6155256044658800 |
| 2000-09-01 | 3.5720023890366900 |
| 2000-10-01 | 3.4954132885755200 |
| 2000-11-01 | 3.4969996544475400 |
| 2000-12-01 | 3.4623785042604100 |
| 2001-01-01 | 3.3695754024219000 |
| 2001-02-01 | 3.3917840147405203 |
| 2001-03-01 | 3.3908903075837005 |
| 2001-04-01 | 3.4222846467482000 |
| 2001-05-01 | 3.4079340599473400 |
| 2001-06-01 | 3.4276797730576100 |
| 2001-07-01 | 3.1755176751775700 |
| 2001-08-01 | 3.3006639781144600 |
| 2001-09-01 | 3.2550786207704503 |
| 2001-10-01 | 3.3917793302922004 |
| 2001-11-01 | 3.3862446615650500 |
| 2001-12-01 | 3.3635063635683700 |
| 2002-01-01 | 3.4754530315185805 |
| 2002-02-01 | 3.4839972486499500 |
| 2002-03-01 | 3.4909582027099100 |
| 2002-04-01 | 3.3488625396149700 |
| 2002-05-01 | 3.4298028193184704 |
| 2002-06-01 | 3.4389732148046100 |
| 2002-07-01 | 3.4706563288896697 |
| 2002-08-01 | 3.4751768595064300 |
| 2002-09-01 | 3.4225526298391100 |
| 2002-10-01 | 3.4913819382322995 |
| 2002-11-01 | 3.3806647387960100 |
| 2002-12-01 | 3.3728777169785698 |
| 2003-01-01 | 3.6822991898120403 |
| 2003-02-01 | 3.5848375282360500 |
| 2003-03-01 | 3.5945132325179903 |
| 2003-04-01 | 3.5661485514452900 |
| 2003-05-01 | 3.6472129638157798 |
| 2003-06-01 | 3.6489829220289804 |
| 2003-07-01 | 3.6680683066425400 |
| 2003-08-01 | 3.7526001027109600 |
| 2003-09-01 | 3.7928430831601103 |
| 2003-10-01 | 3.6822907860634304 |
| 2003-11-01 | 3.7821404561655200 |
| 2003-12-01 | 3.7733563990006806 |
| 2004-01-01 | 3.7946766693611003 |
| 2004-02-01 | 3.7960119339988796 |
| 2004-03-01 | 3.8055022037874298 |
| 2004-04-01 | 4.2613979782635000 |
| 2004-05-01 | 4.2525389449571800 |
| 2004-06-01 | 4.1509053100314500 |
| 2004-07-01 | 4.3763711112472300 |
| 2004-08-01 | 4.3455335955273595 |
| 2004-09-01 | 4.3751267941710000 |
| 2004-10-01 | 4.2780185370832005 |
| 2004-11-01 | 4.2833279462543500 |
| 2004-12-01 | 4.1692594169536900 |
| 2005-01-01 | 4.1002107481810500 |
| 2005-02-01 | 4.0051838258808194 |
| 2005-03-01 | 4.0121301011727400 |
| 2005-04-01 | 4.0418572389015000 |
| 2005-05-01 | 4.0453278894714600 |
| 2005-06-01 | 3.9509218108888500 |
| 2005-07-01 | 4.2887709029978300 |
| 2005-08-01 | 4.1629526704514400 |
| 2005-09-01 | 4.1827563732855895 |
| 2005-10-01 | 4.0759633223056300 |
| 2005-11-01 | 3.9763329582170800 |
| 2005-12-01 | 3.9607518397405896 |
| 2006-01-01 | 3.8991254032417500 |
| 2006-02-01 | 3.9133814733568104 |
| 2006-03-01 | 4.0122387123094300 |
| 2006-04-01 | 3.6075969406630097 |
| 2006-05-01 | 3.6222111101315897 |
| 2006-06-01 | 3.5453865733039396 |
| 2006-07-01 | 3.5145246049237900 |
| 2006-08-01 | 3.5071751908143800 |
| 2006-09-01 | 3.4090665306686496 |
| 2006-10-01 | 3.5740658063585100 |
| 2006-11-01 | 3.4678284910680800 |
| 2006-12-01 | 3.5557400576761800 |
| 2007-01-01 | 3.4819901093420498 |
| 2007-02-01 | 3.5077641919183997 |
| 2007-03-01 | 3.4998201939009700 |
| 2007-04-01 | 3.5761798331881600 |
| 2007-05-01 | 3.5940088451199705 |
| 2007-06-01 | 3.6454124366263394 |
| 2007-07-01 | 3.5405227762400400 |
| 2007-08-01 | 3.5654953628615997 |
| 2007-09-01 | 3.5522269665834800 |
| 2007-10-01 | 3.4705960631392996 |
| 2007-11-01 | 3.4528767696320800 |
| 2007-12-01 | 3.4544332041843804 |
| 2008-01-01 | 3.4558471919651400 |
| 2008-02-01 | 3.3918636491502006 |
| 2008-03-01 | 3.3817444483265198 |
| 2008-04-01 | 3.3503535635294104 |
| 2008-05-01 | 3.3636446049381100 |
| 2008-06-01 | 3.3529243880584705 |
| 2008-07-01 | 3.4777955413818700 |
| 2008-08-01 | 3.3245294461957800 |
| 2008-09-01 | 3.2806160093991000 |
| 2008-10-01 | 3.2687608942521202 |
| 2008-11-01 | 3.3363730672096500 |
| 2008-12-01 | 3.2591860006475000 |
| 2009-01-01 | 3.2251553788893700 |
| 2009-02-01 | 3.1688413444857000 |
| 2009-03-01 | 3.1605859107709400 |
| 2009-04-01 | 3.1369230853481000 |
| 2009-05-01 | 3.0434297784304203 |
| 2009-06-01 | 2.9718670898342205 |
| 2009-07-01 | 2.9061799280267200 |
| 2009-08-01 | 2.8763699390518798 |
| 2009-09-01 | 2.7986260186487100 |
| 2009-10-01 | 3.0631996325843000 |
| 2009-11-01 | 3.0166127008152700 |
| 2009-12-01 | 3.0651530726117100 |
| 2010-01-01 | 2.5968147168451700 |
| 2010-02-01 | 2.7475608899461400 |
| 2010-03-01 | 2.4408721177512100 |
| 2010-04-01 | 2.4331661024027400 |
| 2010-05-01 | 2.7313476951457503 |
| 2010-06-01 | 2.7969591148108797 |
| 2010-07-01 | 2.8376197281078300 |
| 2010-08-01 | 2.8144239250799500 |
| 2010-09-01 | 2.7994635078434800 |
| 2010-10-01 | 2.7481656841435296 |
| 2010-11-01 | 2.9046799436791200 |
| 2010-12-01 | 2.8650634461577700 |
| 2011-01-01 | 2.9804612326840605 |
| 2011-02-01 | 3.0297137834456700 |
| 2011-03-01 | 3.0224513220918197 |
| 2011-04-01 | 3.0416278696027500 |
| 2011-05-01 | 3.0275593885427700 |
| 2011-06-01 | 2.9151306498483103 |
| 2011-07-01 | 2.9594302502025402 |
| 2011-08-01 | 3.0369054456559197 |
| 2011-09-01 | 3.0999565755568703 |
| 2011-10-01 | 3.0336393296848500 |
| 2011-11-01 | 3.0023332052498000 |
| 2011-12-01 | 2.9648265952549400 |
| 2012-01-01 | 2.9697489367749195 |
| 2012-02-01 | 3.0155910202045500 |
| 2012-03-01 | 3.0046464082833700 |
| 2012-04-01 | 3.0485325908675702 |
| 2012-05-01 | 3.0208346708971000 |
| 2012-06-01 | 3.0283959590690400 |
| 2012-07-01 | 3.0828196232355500 |
| 2012-08-01 | 3.0516831517684900 |
| 2012-09-01 | 3.0927054257626300 |
| 2012-10-01 | 3.1236830338771200 |
| 2012-11-01 | 3.1079340694717700 |
| 2012-12-01 | 3.1676079861383300 |
| 2013-01-01 | 3.1659970247073300 |
| 2013-02-01 | 3.1061697405679305 |
| 2013-03-01 | 3.0894780629280300 |
| 2013-04-01 | 3.0505239463037404 |
| 2013-05-01 | 3.1173830854995600 |
| 2013-06-01 | 3.1281985144725400 |
| 2013-07-01 | 3.1878221595011300 |
| 2013-08-01 | 3.2620124317539800 |
| 2013-09-01 | 3.2967467627015097 |
| 2013-10-01 | 3.5233907497857200 |
| 2013-11-01 | 3.5187956773206497 |
| 2013-12-01 | 3.4720536567613705 |
| 2014-01-01 | 3.3669459409356297 |
| 2014-02-01 | 3.4027411093005400 |
| 2014-03-01 | 3.4758685954038100 |
| 2014-04-01 | 3.4417843394679600 |
| 2014-05-01 | 3.5103857818315800 |
| 2014-06-01 | 3.6181089812231497 |
| 2014-07-01 | 3.5834907992439997 |
| 2014-08-01 | 3.6714365413870900 |
| 2014-09-01 | 3.7063304919813300 |
| 2014-10-01 | 3.7315244249367800 |
| 2014-11-01 | 3.7338821296281800 |
| 2014-12-01 | 3.5795704234578600 |
| 2015-01-01 | 3.8753164315294804 |
| 2015-02-01 | 3.9977669555938400 |
| 2015-03-01 | 3.8652974578484000 |
| 2015-04-01 | 3.8310111915436695 |
| 2015-05-01 | 3.8065414299280698 |
| 2015-06-01 | 3.5912990556720700 |
| 2015-07-01 | 3.4679052615555000 |
| 2015-08-01 | 3.4765379504750300 |
| 2015-09-01 | 3.5243400587770500 |
| 2015-10-01 | 3.4462121528097500 |
| 2015-11-01 | 3.4511257740783705 |
| 2015-12-01 | 3.3950175928750004 |
| 2016-01-01 | 3.4847268268404600 |
| 2016-02-01 | 3.4864836347321804 |
| 2016-03-01 | 3.4596369377953100 |
| 2016-04-01 | 3.5162100950514197 |
| 2016-05-01 | 3.4017618291760403 |
| 2016-06-01 | 3.5723399467667205 |
| 2016-07-01 | 3.6504398355936600 |
| 2016-08-01 | 3.6722254163122600 |
| 2016-09-01 | 3.6357942738665200 |
| 2016-10-01 | 3.7646547014029900 |
| 2016-11-01 | 3.7657974392879097 |
| 2016-12-01 | 3.8092734068080802 |
| 2017-01-01 | 3.6976340939044600 |
| 2017-02-01 | 3.6700414589196604 |
| 2017-03-01 | 3.7603414743555800 |
| 2017-04-01 | 3.8126179676482006 |
| 2017-05-01 | 3.8085753423361900 |
| 2017-06-01 | 3.8542661132338303 |
| 2017-07-01 | 3.8305896752140898 |
| 2017-08-01 | 3.7550674474165695 |
| 2017-09-01 | 3.7448454906087300 |
| 2017-10-01 | 3.6750574436976100 |
| 2017-11-01 | 3.6772411667015800 |
| 2017-12-01 | 3.7160346453868103 |
| 2018-01-01 | 3.8114162557479503 |
| 2018-02-01 | 3.8583633247528300 |
| 2018-03-01 | 3.8658634394430900 |
| 2018-04-01 | 3.8218799690479100 |
| 2018-05-01 | 3.8158270149384000 |
| 2018-06-01 | 3.8436111930253700 |
| 2018-07-01 | 3.6154727758174503 |
| 2018-08-01 | 3.6271374298874597 |
| 2018-09-01 | 3.6467869071840697 |
| 2018-10-01 | 3.6835872405677996 |
| 2018-11-01 | 3.6865517906007303 |
| 2018-12-01 | 3.6197500025832303 |
| 2019-01-01 | 3.6203713781577904 |
| 2019-02-01 | 3.6467475892971803 |
| 2019-03-01 | 3.5684717043581600 |
| 2019-04-01 | 3.6421851641150700 |
| 2019-05-01 | 3.5266389297305696 |
| 2019-06-01 | 3.4345454154456605 |
| 2019-07-01 | 3.5121823393587404 |
| 2019-08-01 | 3.5031283252066900 |
| 2019-09-01 | 3.4450509767372400 |
| 2019-10-01 | 3.3809620090526400 |
| 2019-11-01 | 3.3896345755118595 |
| 2019-12-01 | 3.4201096765915400 |
| 2020-01-01 | 3.3252347613453197 |
| 2020-02-01 | 3.3381039020555403 |
| 2020-03-01 | 3.3738450569040603 |
| 2020-04-01 | 2.4614439673270900 |
| 2020-05-01 | 2.5323493034866300 |
| 2020-06-01 | 2.7361756743251900 |
| 2020-07-01 | 3.0129530340205700 |
| 2020-08-01 | 2.9867480850002700 |
| 2020-09-01 | 3.0372793674341400 |
| 2020-10-01 | 3.0800658471481497 |
| 2020-11-01 | 3.0899645377408200 |
| 2020-12-01 | 3.1146734418105604 |
| 2021-01-01 | 3.3270369668093402 |
| 2021-02-01 | 3.2333753961697900 |
| 2021-03-01 | 3.1764720048871000 |
| 2021-04-01 | 3.2758294641743304 |
| 2021-05-01 | 3.3381390477996400 |
| 2021-06-01 | 3.3398831053261100 |
| 2021-07-01 | 3.3175515606628103 |
| 2021-08-01 | 3.3840144026817502 |
| 2021-09-01 | 3.3316924171919300 |
| 2021-10-01 | 3.3710440431862905 |
| 2021-11-01 | 3.3824347617068600 |
| 2021-12-01 | 3.4063850709651806 |
| 2022-01-01 | 3.5305537115163600 |
| 2022-02-01 | 3.5379670313241900 |
| 2022-03-01 | 3.6784076625603500 |
| 2022-04-01 | 3.5818410555043196 |
| 2022-05-01 | 3.5398704239487704 |
| 2022-06-01 | 3.5444948310649504 |
| 2022-07-01 | 3.5187124843393600 |
| 2022-08-01 | 3.4878658309339200 |
| 2022-09-01 | 3.5282925212494396 |
| 2022-10-01 | 3.5682336648995300 |
| 2022-11-01 | 3.5769180572538800 |
| 2022-12-01 | 3.5997965309046203 |
| 2023-01-01 | 3.5307984551104905 |
| 2023-02-01 | 3.5427577026658100 |
| 2023-03-01 | 3.4750943906885500 |
| 2023-04-01 | 3.4793463590626300 |
| 2023-05-01 | 3.5401646287904800 |
| 2023-06-01 | 3.6498856897990697 |
| 2023-07-01 | 3.6223349825720300 |
| 2023-08-01 | 3.6023207461507303 |
| 2023-09-01 | 3.6276264078218197 |
| 2023-10-01 | 3.5622752758711402 |
| 2023-11-01 | 3.5660715873436297 |
| 2023-12-01 | 3.5934001742096298 |
| 2024-01-01 | 3.5312647602892900 |
| 2024-02-01 | 3.4466578962191896 |
| 2024-03-01 | 3.5760162219036900 |
| 2024-04-01 | 3.5758294157304000 |
| 2024-05-01 | 3.5415226806782800 |
| 2024-06-01 | 3.4569834899229503 |
| 2024-07-01 | 3.4201169035622800 |
| 2024-08-01 | 3.4103813555516900 |
| 2024-09-01 | 3.4265131584907698 |
| 2024-10-01 | 3.4626339320457404 |
| 2024-11-01 | 3.4591254476549103 |
| 2024-12-01 | 3.3851934861988500 |
