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 2024-08-01 |
| Last Updated | 2024-09-21 4:33 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 | 2.0989172995050200 |
| 1990-02-01 | 2.1125570118544297 |
| 1990-03-01 | 2.1497333696667700 |
| 1990-04-01 | 2.1900170932469400 |
| 1990-05-01 | 2.1950432673216500 |
| 1990-06-01 | 2.2353321694120000 |
| 1990-07-01 | 2.2087353543654800 |
| 1990-08-01 | 2.3309153708395600 |
| 1990-09-01 | 2.3384510234941600 |
| 1990-10-01 | 2.3216333156245197 |
| 1990-11-01 | 2.3264211464637900 |
| 1990-12-01 | 2.1904547741406297 |
| 1991-01-01 | 2.4979727661040100 |
| 1991-02-01 | 2.5110884738958100 |
| 1991-03-01 | 2.3578747745252797 |
| 1991-04-01 | 2.1921308510510600 |
| 1991-05-01 | 2.2953852872331700 |
| 1991-06-01 | 2.3344763693412700 |
| 1991-07-01 | 2.3018130842763300 |
| 1991-08-01 | 2.3289279549602697 |
| 1991-09-01 | 2.3368406102595900 |
| 1991-10-01 | 2.3223697018062900 |
| 1991-11-01 | 2.3269945438847900 |
| 1991-12-01 | 2.2956453008769904 |
| 1992-01-01 | 2.2954504900070000 |
| 1992-02-01 | 2.3072522158278500 |
| 1992-03-01 | 2.3680312587237800 |
| 1992-04-01 | 2.2929153176670200 |
| 1992-05-01 | 2.2956050376214100 |
| 1992-06-01 | 2.2375962749390097 |
| 1992-07-01 | 2.2887844643160498 |
| 1992-08-01 | 2.2253685297428400 |
| 1992-09-01 | 2.2396331856937500 |
| 1992-10-01 | 2.4212247722073800 |
| 1992-11-01 | 2.3266981046707405 |
| 1992-12-01 | 2.4048569907619100 |
| 1993-01-01 | 2.3919895064892800 |
| 1993-02-01 | 2.3012618042517503 |
| 1993-03-01 | 2.3820005520622800 |
| 1993-04-01 | 2.4935557335751000 |
| 1993-05-01 | 2.5913230736759400 |
| 1993-06-01 | 2.6431117880700300 |
| 1993-07-01 | 2.5796122896381300 |
| 1993-08-01 | 2.5162467184350500 |
| 1993-09-01 | 2.5396013778224904 |
| 1993-10-01 | 2.5193352812526600 |
| 1993-11-01 | 2.5293415114855800 |
| 1993-12-01 | 2.5182194219701497 |
| 1994-01-01 | 2.4826947579560700 |
| 1994-02-01 | 2.4999456953028800 |
| 1994-03-01 | 2.5069486862331702 |
| 1994-04-01 | 2.4896747437788400 |
| 1994-05-01 | 2.4772424218883300 |
| 1994-06-01 | 2.4440778262661200 |
| 1994-07-01 | 2.6799032005265500 |
| 1994-08-01 | 2.7021054145956804 |
| 1994-09-01 | 2.7366148453319900 |
| 1994-10-01 | 2.7212726314791000 |
| 1994-11-01 | 2.7319809734407800 |
| 1994-12-01 | 2.7323571207181097 |
| 1995-01-01 | 2.7725303310784400 |
| 1995-02-01 | 2.8054500955870600 |
| 1995-03-01 | 2.8277377627271700 |
| 1995-04-01 | 2.7847826749589400 |
| 1995-05-01 | 2.6618630478801400 |
| 1995-06-01 | 2.6389809644089600 |
| 1995-07-01 | 2.6952903552145000 |
| 1995-08-01 | 2.6875208462767204 |
| 1995-09-01 | 2.6287796329559400 |
| 1995-10-01 | 2.7209300577564903 |
| 1995-11-01 | 2.7386298502428503 |
| 1995-12-01 | 2.7382009892376202 |
| 1996-01-01 | 2.7626268793893200 |
| 1996-02-01 | 2.8182979040945600 |
| 1996-03-01 | 2.7412522303863995 |
| 1996-04-01 | 2.7723037328754003 |
| 1996-05-01 | 2.8518233916077698 |
| 1996-06-01 | 2.8321042325258100 |
| 1996-07-01 | 2.8180771723366900 |
| 1996-08-01 | 2.8815505537872403 |
| 1996-09-01 | 2.9294310810543798 |
| 1996-10-01 | 2.9181695132469400 |
| 1996-11-01 | 2.9375504140371205 |
| 1996-12-01 | 2.9304981992448700 |
| 1997-01-01 | 3.0589523650739596 |
| 1997-02-01 | 3.0291393176972004 |
| 1997-03-01 | 3.0434429223065798 |
| 1997-04-01 | 3.1654519040817797 |
| 1997-05-01 | 3.2455013270301300 |
| 1997-06-01 | 3.2239647989680600 |
| 1997-07-01 | 3.2433616194236900 |
| 1997-08-01 | 3.2887529497256804 |
| 1997-09-01 | 3.2353014800333900 |
| 1997-10-01 | 3.1131399367356800 |
| 1997-11-01 | 3.1316695298464900 |
| 1997-12-01 | 3.1093006294615900 |
| 1998-01-01 | 3.1601507350679200 |
| 1998-02-01 | 3.1363597847534400 |
| 1998-03-01 | 3.2409742486136300 |
| 1998-04-01 | 3.2601742670230496 |
| 1998-05-01 | 3.3456644228781496 |
| 1998-06-01 | 3.4150792871480400 |
| 1998-07-01 | 3.3626160789098596 |
| 1998-08-01 | 3.4039084872139704 |
| 1998-09-01 | 3.5516960736547203 |
| 1998-10-01 | 3.5094468025802900 |
| 1998-11-01 | 3.4185704007627400 |
| 1998-12-01 | 3.4871390921866700 |
| 1999-01-01 | 3.2625708519845005 |
| 1999-02-01 | 3.3298787778281800 |
| 1999-03-01 | 3.3252146732396297 |
| 1999-04-01 | 3.3716640655369100 |
| 1999-05-01 | 3.2587834561112200 |
| 1999-06-01 | 3.3098205778575998 |
| 1999-07-01 | 3.3743867939957200 |
| 1999-08-01 | 3.2160287285925400 |
| 1999-09-01 | 3.3658003568312800 |
| 1999-10-01 | 3.6008553073051000 |
| 1999-11-01 | 3.7095046476628397 |
| 1999-12-01 | 3.7695462197705494 |
| 2000-01-01 | 3.7667772465056100 |
| 2000-02-01 | 3.8134127558228000 |
| 2000-03-01 | 3.8052083843212400 |
| 2000-04-01 | 3.7903309062531902 |
| 2000-05-01 | 3.7823856985660400 |
| 2000-06-01 | 3.7156361580415100 |
| 2000-07-01 | 3.6777704794076100 |
| 2000-08-01 | 3.6155296660593903 |
| 2000-09-01 | 3.5720071371695696 |
| 2000-10-01 | 3.4954029319386803 |
| 2000-11-01 | 3.4970085416446097 |
| 2000-12-01 | 3.4623524344617200 |
| 2001-01-01 | 3.3695244700053000 |
| 2001-02-01 | 3.3917140536465000 |
| 2001-03-01 | 3.3908092632123800 |
| 2001-04-01 | 3.4224437841480695 |
| 2001-05-01 | 3.4079654060650200 |
| 2001-06-01 | 3.4277122326871900 |
| 2001-07-01 | 3.1755458567848502 |
| 2001-08-01 | 3.3006748466207600 |
| 2001-09-01 | 3.2550794509285700 |
| 2001-10-01 | 3.3917628413724397 |
| 2001-11-01 | 3.3862585240743304 |
| 2001-12-01 | 3.3634671293238800 |
| 2002-01-01 | 3.4753757519706405 |
| 2002-02-01 | 3.4838856578752100 |
| 2002-03-01 | 3.4908224647728700 |
| 2002-04-01 | 3.3490819104000400 |
| 2002-05-01 | 3.4298802691304000 |
| 2002-06-01 | 3.4390123927249103 |
| 2002-07-01 | 3.4707033787434503 |
| 2002-08-01 | 3.4751997253283800 |
| 2002-09-01 | 3.4225491047052206 |
| 2002-10-01 | 3.4913647604000400 |
| 2002-11-01 | 3.3806724243827300 |
| 2002-12-01 | 3.3728258756603100 |
| 2003-01-01 | 3.6822002438303594 |
| 2003-02-01 | 3.5846898995254700 |
| 2003-03-01 | 3.5943171784873000 |
| 2003-04-01 | 3.5664377699604200 |
| 2003-05-01 | 3.6473343395265000 |
| 2003-06-01 | 3.6490172866172800 |
| 2003-07-01 | 3.6681285162527900 |
| 2003-08-01 | 3.7526325102630000 |
| 2003-09-01 | 3.7928330411520600 |
| 2003-10-01 | 3.6822595923690997 |
| 2003-11-01 | 3.7821438475207100 |
| 2003-12-01 | 3.7732996700432797 |
| 2004-01-01 | 3.7945744653025497 |
| 2004-02-01 | 3.7958654079074900 |
| 2004-03-01 | 3.8053050945964904 |
| 2004-04-01 | 4.2616690431537200 |
| 2004-05-01 | 4.2526749297557500 |
| 2004-06-01 | 4.1509374656620800 |
| 2004-07-01 | 4.3764365133012900 |
| 2004-08-01 | 4.3455736629288800 |
| 2004-09-01 | 4.3751185894326800 |
| 2004-10-01 | 4.2779830512975800 |
| 2004-11-01 | 4.2833222551561700 |
| 2004-12-01 | 4.1692070022038505 |
| 2005-01-01 | 4.1001191514673500 |
| 2005-02-01 | 4.0050507098431090 |
| 2005-03-01 | 4.0119357716374000 |
| 2005-04-01 | 4.0421044768975500 |
| 2005-05-01 | 4.0454650658433400 |
| 2005-06-01 | 3.9509426821535496 |
| 2005-07-01 | 4.2888364153857900 |
| 2005-08-01 | 4.1629884593529400 |
| 2005-09-01 | 4.1827468749856400 |
| 2005-10-01 | 4.0759194573779400 |
| 2005-11-01 | 3.9763200304764106 |
| 2005-12-01 | 3.9607108147860100 |
| 2006-01-01 | 3.8990605712229196 |
| 2006-02-01 | 3.9132929402920897 |
| 2006-03-01 | 4.0121055376053800 |
| 2006-04-01 | 3.6077529210630600 |
| 2006-05-01 | 3.6223119329870600 |
| 2006-06-01 | 3.5454014882862400 |
| 2006-07-01 | 3.5145828511164700 |
| 2006-08-01 | 3.5072040475825400 |
| 2006-09-01 | 3.4090581009911700 |
| 2006-10-01 | 3.5740243010713000 |
| 2006-11-01 | 3.4678169113912100 |
| 2006-12-01 | 3.5557211753684300 |
| 2007-01-01 | 3.4819443566436203 |
| 2007-02-01 | 3.5077158804124506 |
| 2007-03-01 | 3.4997390008068100 |
| 2007-04-01 | 3.5762722297003500 |
| 2007-05-01 | 3.5940608744439500 |
| 2007-06-01 | 3.6454189947431703 |
| 2007-07-01 | 3.5405698724900900 |
| 2007-08-01 | 3.5655135316217703 |
| 2007-09-01 | 3.5522222917865300 |
| 2007-10-01 | 3.4705492119580095 |
| 2007-11-01 | 3.4528796778791800 |
| 2007-12-01 | 3.4544372263559904 |
| 2008-01-01 | 3.4558165006900400 |
| 2008-02-01 | 3.3918500082538600 |
| 2008-03-01 | 3.3817207323922793 |
| 2008-04-01 | 3.3503732498903704 |
| 2008-05-01 | 3.3636517295156700 |
| 2008-06-01 | 3.3529281467095093 |
| 2008-07-01 | 3.4778287840137800 |
| 2008-08-01 | 3.3245413450202400 |
| 2008-09-01 | 3.2806205553073000 |
| 2008-10-01 | 3.2687222792818202 |
| 2008-11-01 | 3.3363903302946003 |
| 2008-12-01 | 3.2592086418659800 |
| 2009-01-01 | 3.2251265609668500 |
| 2009-02-01 | 3.1688331887403800 |
| 2009-03-01 | 3.1605691786507100 |
| 2009-04-01 | 3.1369253250702704 |
| 2009-05-01 | 3.0434257709489800 |
| 2009-06-01 | 2.9718670236645400 |
| 2009-07-01 | 2.9062061221657203 |
| 2009-08-01 | 2.8763758273193996 |
| 2009-09-01 | 2.7986349771016097 |
| 2009-10-01 | 3.0631680732990896 |
| 2009-11-01 | 3.0166335179166000 |
| 2009-12-01 | 3.0651810077055600 |
| 2010-01-01 | 2.5967894830676600 |
| 2010-02-01 | 2.7475547397452700 |
| 2010-03-01 | 2.4408631476952003 |
| 2010-04-01 | 2.4331566777955300 |
| 2010-05-01 | 2.7313415825331497 |
| 2010-06-01 | 2.7969572398857900 |
| 2010-07-01 | 2.8376366779800803 |
| 2010-08-01 | 2.8144289664113200 |
| 2010-09-01 | 2.7994724685261000 |
| 2010-10-01 | 2.7481437022288300 |
| 2010-11-01 | 2.9047012630764900 |
| 2010-12-01 | 2.8650935831000500 |
| 2011-01-01 | 2.9804356292652403 |
| 2011-02-01 | 3.0297075941460000 |
| 2011-03-01 | 3.0224425480289800 |
| 2011-04-01 | 3.0416188893297003 |
| 2011-05-01 | 3.0275539524287405 |
| 2011-06-01 | 2.9151296926522900 |
| 2011-07-01 | 2.9594399438359797 |
| 2011-08-01 | 3.0369101463748300 |
| 2011-09-01 | 3.0999643288295298 |
| 2011-10-01 | 3.0336216221705000 |
| 2011-11-01 | 3.0023501297484400 |
| 2011-12-01 | 2.9648533230540495 |
| 2012-01-01 | 2.9697316417072304 |
| 2012-02-01 | 3.0155865022015400 |
| 2012-03-01 | 3.0046397091288597 |
| 2012-04-01 | 3.0485256653953000 |
| 2012-05-01 | 3.0208277935089902 |
| 2012-06-01 | 3.0283951198006602 |
| 2012-07-01 | 3.0828233906173996 |
| 2012-08-01 | 3.0516858501240898 |
| 2012-09-01 | 3.0927101922605402 |
| 2012-10-01 | 3.1236727315169100 |
| 2012-11-01 | 3.1079457202299100 |
| 2012-12-01 | 3.1676298826533200 |
| 2013-01-01 | 3.1659881710686500 |
| 2013-02-01 | 3.1061673290460896 |
| 2013-03-01 | 3.0894743613116495 |
| 2013-04-01 | 3.0505204718865400 |
| 2013-05-01 | 3.1173656727041500 |
| 2013-06-01 | 3.1281990591083800 |
| 2013-07-01 | 3.1878289558548700 |
| 2013-08-01 | 3.2620139224889906 |
| 2013-09-01 | 3.2967460444936300 |
| 2013-10-01 | 3.5233885067890096 |
| 2013-11-01 | 3.5188014609371000 |
| 2013-12-01 | 3.4720695272337800 |
| 2014-01-01 | 3.3669454217149300 |
| 2014-02-01 | 3.4027437628216600 |
| 2014-03-01 | 3.4758656909264400 |
| 2014-04-01 | 3.4417818973634304 |
| 2014-05-01 | 3.5103558565874200 |
| 2014-06-01 | 3.6181093952086196 |
| 2014-07-01 | 3.5834999858336403 |
| 2014-08-01 | 3.6714373945200300 |
| 2014-09-01 | 3.7063258626903200 |
| 2014-10-01 | 3.7315274529374700 |
| 2014-11-01 | 3.7338914731645696 |
| 2014-12-01 | 3.5795920504541896 |
| 2015-01-01 | 3.8753226346013396 |
| 2015-02-01 | 3.9977764243638100 |
| 2015-03-01 | 3.8652915763870097 |
| 2015-04-01 | 3.8309986213230496 |
| 2015-05-01 | 3.8064848391441397 |
| 2015-06-01 | 3.5912805335998397 |
| 2015-07-01 | 3.4679553218703400 |
| 2015-08-01 | 3.4765264238477798 |
| 2015-09-01 | 3.5243262723738398 |
| 2015-10-01 | 3.4462170411980600 |
| 2015-11-01 | 3.4511448346270800 |
| 2015-12-01 | 3.3950550171158600 |
| 2016-01-01 | 3.4847561171438803 |
| 2016-02-01 | 3.4865163357395200 |
| 2016-03-01 | 3.4596422311329000 |
| 2016-04-01 | 3.5161447299427700 |
| 2016-05-01 | 3.4016988944652500 |
| 2016-06-01 | 3.5722329560909000 |
| 2016-07-01 | 3.6505388882617797 |
| 2016-08-01 | 3.6722086579271700 |
| 2016-09-01 | 3.6357790854351300 |
| 2016-10-01 | 3.7646602790617400 |
| 2016-11-01 | 3.7658296153392596 |
| 2016-12-01 | 3.8093354988546095 |
| 2017-01-01 | 3.6977033269726096 |
| 2017-02-01 | 3.6701270972479300 |
| 2017-03-01 | 3.7604106993987996 |
| 2017-04-01 | 3.8125702433620400 |
| 2017-05-01 | 3.8082376810662800 |
| 2017-06-01 | 3.8541437635640700 |
| 2017-07-01 | 3.8307118735188900 |
| 2017-08-01 | 3.7550813965668400 |
| 2017-09-01 | 3.7448452258662300 |
| 2017-10-01 | 3.6750679193597300 |
| 2017-11-01 | 3.6772763750231800 |
| 2017-12-01 | 3.7161037744770700 |
| 2018-01-01 | 3.8115678650422300 |
| 2018-02-01 | 3.8584849642461700 |
| 2018-03-01 | 3.8660651155682700 |
| 2018-04-01 | 3.8218320447367100 |
| 2018-05-01 | 3.8152075305715605 |
| 2018-06-01 | 3.8434568041694800 |
| 2018-07-01 | 3.6155471010419400 |
| 2018-08-01 | 3.6271749032365697 |
| 2018-09-01 | 3.6468030073771502 |
| 2018-10-01 | 3.6836116110099700 |
| 2018-11-01 | 3.6866193679272700 |
| 2018-12-01 | 3.6198775902710496 |
| 2019-01-01 | 3.6206626773405600 |
| 2019-02-01 | 3.6469399181791100 |
| 2019-03-01 | 3.5689328281384300 |
| 2019-04-01 | 3.6420663584353400 |
| 2019-05-01 | 3.5255081051891803 |
| 2019-06-01 | 3.4341706803734500 |
| 2019-07-01 | 3.5120072208740300 |
| 2019-08-01 | 3.5031375969360603 |
| 2019-09-01 | 3.4452134155662100 |
| 2019-10-01 | 3.3812766174864000 |
| 2019-11-01 | 3.3900606614271100 |
| 2019-12-01 | 3.4205804912617300 |
| 2020-01-01 | 3.3258249546131200 |
| 2020-02-01 | 3.3383401158476300 |
| 2020-03-01 | 3.3744639189820900 |
| 2020-04-01 | 2.4608577004060600 |
| 2020-05-01 | 2.5305387128769903 |
| 2020-06-01 | 2.7346593008364506 |
| 2020-07-01 | 3.0122687847251800 |
| 2020-08-01 | 2.9867804411186600 |
| 2020-09-01 | 3.0379748297851700 |
| 2020-10-01 | 3.0812550189836494 |
| 2020-11-01 | 3.0913625874388600 |
| 2020-12-01 | 3.1159792145844705 |
| 2021-01-01 | 3.3281674624380897 |
| 2021-02-01 | 3.2336464046359104 |
| 2021-03-01 | 3.1772031409470500 |
| 2021-04-01 | 3.2746238638873000 |
| 2021-05-01 | 3.3350435135348600 |
| 2021-06-01 | 3.3363037127854900 |
| 2021-07-01 | 3.3148279110992904 |
| 2021-08-01 | 3.3817662127350800 |
| 2021-09-01 | 3.3333399062912297 |
| 2021-10-01 | 3.3773638570564100 |
| 2021-11-01 | 3.3889677484624200 |
| 2021-12-01 | 3.4067886042060698 |
| 2022-01-01 | 3.5311020432719200 |
| 2022-02-01 | 3.5375955993794400 |
| 2022-03-01 | 3.6785090063575296 |
| 2022-04-01 | 3.5794938339731197 |
| 2022-05-01 | 3.5353447260645300 |
| 2022-06-01 | 3.5383059998026605 |
| 2022-07-01 | 3.5135374841583995 |
| 2022-08-01 | 3.4837403780122300 |
| 2022-09-01 | 3.5311648713303000 |
| 2022-10-01 | 3.5797210436967797 |
| 2022-11-01 | 3.5896720463920800 |
| 2022-12-01 | 3.6001868315126300 |
| 2023-01-01 | 3.5302588247507596 |
| 2023-02-01 | 3.5414884583314197 |
| 2023-03-01 | 3.4743539663766403 |
| 2023-04-01 | 3.4757793070816900 |
| 2023-05-01 | 3.5340367452138100 |
| 2023-06-01 | 3.6411091340242003 |
| 2023-07-01 | 3.6142512429229106 |
| 2023-08-01 | 3.5956551916291897 |
| 2023-09-01 | 3.6318116972080805 |
| 2023-10-01 | 3.5794393659733200 |
| 2023-11-01 | 3.5862479502755695 |
| 2023-12-01 | 3.5940778845557600 |
| 2024-01-01 | 3.5289611569210804 |
| 2024-02-01 | 3.4441292688139100 |
| 2024-03-01 | 3.5739560073270398 |
| 2024-04-01 | 3.5708598782729304 |
| 2024-05-01 | 3.5341255044426900 |
| 2024-06-01 | 3.4462574266183297 |
| 2024-07-01 | 3.4104624447602006 |
| 2024-08-01 | 3.4032901039899600 |
