Table Data - All Employees: Education and Health Services: Private Education and Health Services in Muskegon, MI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Muskegon, MI (MSA) |
|---|---|
| Series ID | MUSK726EDUH |
| 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 4:37 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 | 6.1190792714939300 |
| 1990-02-01 | 6.0994480553365300 |
| 1990-03-01 | 6.1199790942156190 |
| 1990-04-01 | 6.1912626249234810 |
| 1990-05-01 | 6.0584445536318700 |
| 1990-06-01 | 6.2368112157544410 |
| 1990-07-01 | 6.2615304418408100 |
| 1990-08-01 | 6.2620965295233610 |
| 1990-09-01 | 6.2853687024830990 |
| 1990-10-01 | 6.2866274333487400 |
| 1990-11-01 | 6.4861744913334300 |
| 1990-12-01 | 6.3961119803126500 |
| 1991-01-01 | 6.3199749041694700 |
| 1991-02-01 | 6.2987822329133300 |
| 1991-03-01 | 6.3166634434914200 |
| 1991-04-01 | 6.3891109897388210 |
| 1991-05-01 | 6.3548877487234500 |
| 1991-06-01 | 6.4500092590423295 |
| 1991-07-01 | 6.4628139160640890 |
| 1991-08-01 | 6.4666154268260705 |
| 1991-09-01 | 6.4872656804626390 |
| 1991-10-01 | 6.3731021634909910 |
| 1991-11-01 | 6.3795713707521200 |
| 1991-12-01 | 6.4000352101799910 |
| 1992-01-01 | 6.5220737944029900 |
| 1992-02-01 | 6.5968422842507690 |
| 1992-03-01 | 6.6116083606742100 |
| 1992-04-01 | 6.4942081836768200 |
| 1992-05-01 | 6.6495328350114210 |
| 1992-06-01 | 6.6719076237700400 |
| 1992-07-01 | 6.5619060368339100 |
| 1992-08-01 | 6.6719089340354100 |
| 1992-09-01 | 6.6859734732215190 |
| 1992-10-01 | 6.7452049241287900 |
| 1992-11-01 | 6.7668395981314700 |
| 1992-12-01 | 6.9094669423872490 |
| 1993-01-01 | 6.9245099668638900 |
| 1993-02-01 | 6.9921351062149400 |
| 1993-03-01 | 7.0085101696064500 |
| 1993-04-01 | 6.9996228804216690 |
| 1993-05-01 | 7.0433129412208610 |
| 1993-06-01 | 6.9954626031333210 |
| 1993-07-01 | 7.0682485399552000 |
| 1993-08-01 | 6.9816537405311110 |
| 1993-09-01 | 7.0828184707709690 |
| 1993-10-01 | 7.2114943165772400 |
| 1993-11-01 | 7.2501297962698600 |
| 1993-12-01 | 7.3167466190043000 |
| 1994-01-01 | 7.1364311054422400 |
| 1994-02-01 | 7.0968619279930305 |
| 1994-03-01 | 7.2090135376612100 |
| 1994-04-01 | 7.3123339723175500 |
| 1994-05-01 | 7.3336302554095100 |
| 1994-06-01 | 7.3108993268433400 |
| 1994-07-01 | 7.4724773069227300 |
| 1994-08-01 | 7.4999885191941500 |
| 1994-09-01 | 7.4786089032052300 |
| 1994-10-01 | 7.4793713162077500 |
| 1994-11-01 | 7.4257867443990895 |
| 1994-12-01 | 7.4196078804178290 |
| 1995-01-01 | 7.5576987322497200 |
| 1995-02-01 | 7.5132325873677700 |
| 1995-03-01 | 7.5175493630141100 |
| 1995-04-01 | 7.5227645067355295 |
| 1995-05-01 | 7.5203970187781000 |
| 1995-06-01 | 7.5017846749120000 |
| 1995-07-01 | 7.5650365964115800 |
| 1995-08-01 | 7.5999063806995600 |
| 1995-09-01 | 7.6668305815182400 |
| 1995-10-01 | 7.7690904337734406 |
| 1995-11-01 | 7.8103610867743400 |
| 1995-12-01 | 7.8159479771307800 |
| 1996-01-01 | 7.9868878501030010 |
| 1996-02-01 | 7.9395938397864600 |
| 1996-03-01 | 7.8329201505211400 |
| 1996-04-01 | 7.8266420769663300 |
| 1996-05-01 | 7.7978894731319400 |
| 1996-06-01 | 7.7682011747500400 |
| 1996-07-01 | 7.9677672400989605 |
| 1996-08-01 | 7.8982018317424900 |
| 1996-09-01 | 8.0611180028090700 |
| 1996-10-01 | 7.9763785665699990 |
| 1996-11-01 | 8.0056902730720000 |
| 1996-12-01 | 8.0069815514277300 |
| 1997-01-01 | 8.0198774881051400 |
| 1997-02-01 | 8.0695111547806100 |
| 1997-03-01 | 8.1566352604754900 |
| 1997-04-01 | 8.0299728271878300 |
| 1997-05-01 | 8.0726597561710400 |
| 1997-06-01 | 8.0136924452614100 |
| 1997-07-01 | 7.8585920675670100 |
| 1997-08-01 | 7.8751308132714600 |
| 1997-09-01 | 7.8515567862866700 |
| 1997-10-01 | 7.9090726319300595 |
| 1997-11-01 | 7.9230880716430500 |
| 1997-12-01 | 7.8974489731269500 |
| 1998-01-01 | 7.8442636364785100 |
| 1998-02-01 | 7.7943426513715000 |
| 1998-03-01 | 7.8750340244432000 |
| 1998-04-01 | 7.9363386348276790 |
| 1998-05-01 | 7.9501653486363800 |
| 1998-06-01 | 7.9626279940119600 |
| 1998-07-01 | 8.1598624001240800 |
| 1998-08-01 | 7.9481408784150100 |
| 1998-09-01 | 7.9573935415011800 |
| 1998-10-01 | 7.8405078011361600 |
| 1998-11-01 | 7.8364323705091700 |
| 1998-12-01 | 7.8867152690150800 |
| 1999-01-01 | 7.8634337739127810 |
| 1999-02-01 | 7.9175044218589810 |
| 1999-03-01 | 7.8934530993166400 |
| 1999-04-01 | 8.1314994103050100 |
| 1999-05-01 | 8.0366891069361510 |
| 1999-06-01 | 8.1278324582961200 |
| 1999-07-01 | 8.0384332280680600 |
| 1999-08-01 | 7.9122025319888200 |
| 1999-09-01 | 8.0628495282400600 |
| 1999-10-01 | 8.1724009349127200 |
| 1999-11-01 | 8.1538897558468400 |
| 1999-12-01 | 8.1872936251355490 |
| 2000-01-01 | 7.9705272399377900 |
| 2000-02-01 | 8.1274272805718300 |
| 2000-03-01 | 8.1057175886007000 |
| 2000-04-01 | 8.1235432716758000 |
| 2000-05-01 | 8.1287934131093700 |
| 2000-06-01 | 8.2237785553631200 |
| 2000-07-01 | 8.1129191690925700 |
| 2000-08-01 | 8.1844459005220900 |
| 2000-09-01 | 8.1781521965200200 |
| 2000-10-01 | 8.0901755170938200 |
| 2000-11-01 | 8.0667625467676790 |
| 2000-12-01 | 8.1914784751608900 |
| 2001-01-01 | 8.3793375950138000 |
| 2001-02-01 | 8.3199479029099700 |
| 2001-03-01 | 8.4153344030936300 |
| 2001-04-01 | 8.3132847575443500 |
| 2001-05-01 | 8.4299128102947300 |
| 2001-06-01 | 8.4447329850045300 |
| 2001-07-01 | 8.4835932587079000 |
| 2001-08-01 | 8.5646995746862000 |
| 2001-09-01 | 8.5852214486504700 |
| 2001-10-01 | 8.5993360286408700 |
| 2001-11-01 | 8.6696146426227100 |
| 2001-12-01 | 8.7079467378100600 |
| 2002-01-01 | 8.6858848353800500 |
| 2002-02-01 | 8.7036865541340710 |
| 2002-03-01 | 8.7091443442078400 |
| 2002-04-01 | 8.8084139758394710 |
| 2002-05-01 | 8.7305686233455510 |
| 2002-06-01 | 8.9818408780363210 |
| 2002-07-01 | 8.8637997322580890 |
| 2002-08-01 | 8.8517575061736710 |
| 2002-09-01 | 8.8939789649946980 |
| 2002-10-01 | 8.9882495133774100 |
| 2002-11-01 | 9.0537970815050190 |
| 2002-12-01 | 9.1210093288724500 |
| 2003-01-01 | 9.4040377709868820 |
| 2003-02-01 | 9.2901412143905700 |
| 2003-03-01 | 9.4067878200794190 |
| 2003-04-01 | 9.7008080875783700 |
| 2003-05-01 | 9.7280877911831000 |
| 2003-06-01 | 9.7227451038246300 |
| 2003-07-01 | 9.9552985238446400 |
| 2003-08-01 | 9.9479954137283820 |
| 2003-09-01 | 9.8968026950126690 |
| 2003-10-01 | 9.9617719087814610 |
| 2003-11-01 | 9.9277374827255100 |
| 2003-12-01 | 10.0322356930781000 |
| 2004-01-01 | 10.0220390973056990 |
| 2004-02-01 | 10.1892480942818010 |
| 2004-03-01 | 10.3081248697005000 |
| 2004-04-01 | 10.1048294837969000 |
| 2004-05-01 | 10.1360524417671980 |
| 2004-06-01 | 10.0589207117847000 |
| 2004-07-01 | 10.1501689758580990 |
| 2004-08-01 | 10.1382970784763000 |
| 2004-09-01 | 10.3001469370281000 |
| 2004-10-01 | 10.2207450641180980 |
| 2004-11-01 | 10.2991182513135000 |
| 2004-12-01 | 10.2327690183521000 |
| 2005-01-01 | 10.3351403924136000 |
| 2005-02-01 | 10.4931037382242000 |
| 2005-03-01 | 10.4122989398358020 |
| 2005-04-01 | 10.2202671046599000 |
| 2005-05-01 | 10.3582956909318000 |
| 2005-06-01 | 10.3796759355210000 |
| 2005-07-01 | 10.2552630512861000 |
| 2005-08-01 | 10.3343734527316990 |
| 2005-09-01 | 10.2834968316093000 |
| 2005-10-01 | 10.3827090671965990 |
| 2005-11-01 | 10.4804744328583000 |
| 2005-12-01 | 10.4286698017882000 |
| 2006-01-01 | 10.4362805201345990 |
| 2006-02-01 | 10.3038397909390990 |
| 2006-03-01 | 10.5098872908262000 |
| 2006-04-01 | 10.6397894800037000 |
| 2006-05-01 | 10.6799931909261990 |
| 2006-06-01 | 10.7859626359033010 |
| 2006-07-01 | 10.8731040091834000 |
| 2006-08-01 | 10.9359128342070980 |
| 2006-09-01 | 11.0819473572188000 |
| 2006-10-01 | 10.9462696403614000 |
| 2006-11-01 | 10.8591740934843020 |
| 2006-12-01 | 10.9104624868160020 |
| 2007-01-01 | 10.6430158471496000 |
| 2007-02-01 | 10.7053755359693010 |
| 2007-03-01 | 10.8044272871846980 |
| 2007-04-01 | 10.8608890060325010 |
| 2007-05-01 | 10.9111586623021020 |
| 2007-06-01 | 10.8822849767589000 |
| 2007-07-01 | 10.9863871188824010 |
| 2007-08-01 | 11.0435363828769000 |
| 2007-09-01 | 10.9725462522763000 |
| 2007-10-01 | 11.1253051044826990 |
| 2007-11-01 | 11.1530378006123010 |
| 2007-12-01 | 11.0761616157182000 |
| 2008-01-01 | 11.2546355526661000 |
| 2008-02-01 | 11.2042184303051000 |
| 2008-03-01 | 11.1927492289690990 |
| 2008-04-01 | 11.1796590585494000 |
| 2008-05-01 | 11.1381018970147000 |
| 2008-06-01 | 11.1765257741140990 |
| 2008-07-01 | 11.2012635655824990 |
| 2008-08-01 | 11.1508055272974020 |
| 2008-09-01 | 11.2787419941785000 |
| 2008-10-01 | 11.2184924252843000 |
| 2008-11-01 | 11.1530996379003000 |
| 2008-12-01 | 11.0335132604793000 |
| 2009-01-01 | 11.2672225651941000 |
| 2009-02-01 | 11.2874449946888990 |
| 2009-03-01 | 11.2726954608949000 |
| 2009-04-01 | 11.5054028907149010 |
| 2009-05-01 | 11.3662943101473000 |
| 2009-06-01 | 11.5683909776381000 |
| 2009-07-01 | 11.2142793920550990 |
| 2009-08-01 | 11.2630520148892000 |
| 2009-09-01 | 11.2703584723266000 |
| 2009-10-01 | 11.2242044386446000 |
| 2009-11-01 | 11.2526951674941000 |
| 2009-12-01 | 11.1876436409606970 |
| 2010-01-01 | 11.0831032107803010 |
| 2010-02-01 | 11.1810673197697000 |
| 2010-03-01 | 11.1577624065200000 |
| 2010-04-01 | 11.0235253732905000 |
| 2010-05-01 | 11.0812578134731990 |
| 2010-06-01 | 11.0387916709093000 |
| 2010-07-01 | 11.1366725986668020 |
| 2010-08-01 | 11.1769505650967000 |
| 2010-09-01 | 11.0664662478702000 |
| 2010-10-01 | 11.2292312613083000 |
| 2010-11-01 | 11.2383309835048000 |
| 2010-12-01 | 11.3433703754960980 |
| 2011-01-01 | 11.4188371865780000 |
| 2011-02-01 | 11.3889569516576010 |
| 2011-03-01 | 11.3550996251899000 |
| 2011-04-01 | 11.1387333989506000 |
| 2011-05-01 | 11.1820424948856000 |
| 2011-06-01 | 11.2095594671511000 |
| 2011-07-01 | 11.1446301208300000 |
| 2011-08-01 | 11.1828813503994020 |
| 2011-09-01 | 11.1653118230275990 |
| 2011-10-01 | 11.1368112631214000 |
| 2011-11-01 | 11.1379760510525990 |
| 2011-12-01 | 11.2210696683643000 |
| 2012-01-01 | 11.1271091494473000 |
| 2012-02-01 | 11.2045523309630980 |
| 2012-03-01 | 11.2664552091616980 |
| 2012-04-01 | 11.2471095016460000 |
| 2012-05-01 | 11.2712715069545000 |
| 2012-06-01 | 11.3705295527429020 |
| 2012-07-01 | 11.4564921112005000 |
| 2012-08-01 | 11.4882389599834020 |
| 2012-09-01 | 11.5726732015994000 |
| 2012-10-01 | 11.5384856555135010 |
| 2012-11-01 | 11.6285711815416000 |
| 2012-12-01 | 11.6084385916579010 |
| 2013-01-01 | 11.5401986775141000 |
| 2013-02-01 | 11.5169619778830000 |
| 2013-03-01 | 11.5800008341240000 |
| 2013-04-01 | 11.6562422977044000 |
| 2013-05-01 | 11.6590453863033010 |
| 2013-06-01 | 11.6328899891281980 |
| 2013-07-01 | 11.4474176897764990 |
| 2013-08-01 | 11.4905688714855000 |
| 2013-09-01 | 11.5812161866211980 |
| 2013-10-01 | 11.6461016693195010 |
| 2013-11-01 | 11.6394552390422000 |
| 2013-12-01 | 11.6280585348195000 |
| 2014-01-01 | 11.5197606310528990 |
| 2014-02-01 | 11.5154478635285000 |
| 2014-03-01 | 11.5947527296402000 |
| 2014-04-01 | 11.7613971763245000 |
| 2014-05-01 | 11.8505884607671000 |
| 2014-06-01 | 11.7965585634641000 |
| 2014-07-01 | 11.9477413219879000 |
| 2014-08-01 | 11.8980581033916000 |
| 2014-09-01 | 11.7870966354617000 |
| 2014-10-01 | 11.4636263589764000 |
| 2014-11-01 | 11.6477024948215000 |
| 2014-12-01 | 11.6490304433979990 |
| 2015-01-01 | 11.7990435086432000 |
| 2015-02-01 | 11.8098093165369010 |
| 2015-03-01 | 11.9064092563069010 |
| 2015-04-01 | 11.4681087096743000 |
| 2015-05-01 | 11.5606525144114000 |
| 2015-06-01 | 11.5873001031427000 |
| 2015-07-01 | 11.4122276018791010 |
| 2015-08-01 | 11.4776719087961000 |
| 2015-09-01 | 11.2896084032048000 |
| 2015-10-01 | 11.4838054740272000 |
| 2015-11-01 | 11.5615759415799000 |
| 2015-12-01 | 11.5741607672210000 |
| 2016-01-01 | 11.4551060475500020 |
| 2016-02-01 | 11.4995388748375010 |
| 2016-03-01 | 11.5148305341415000 |
| 2016-04-01 | 11.4858178472953010 |
| 2016-05-01 | 11.4937252929640990 |
| 2016-06-01 | 11.4895085033629980 |
| 2016-07-01 | 11.4774646153984000 |
| 2016-08-01 | 11.4405738744859010 |
| 2016-09-01 | 11.4841712630751990 |
| 2016-10-01 | 11.7085793561457000 |
| 2016-11-01 | 11.6681475354641990 |
| 2016-12-01 | 11.6810416079536990 |
| 2017-01-01 | 12.0319047606267000 |
| 2017-02-01 | 12.0019709414113000 |
| 2017-03-01 | 12.0294556324539990 |
| 2017-04-01 | 12.0040930332074000 |
| 2017-05-01 | 12.0460453034245000 |
| 2017-06-01 | 12.2073857224982000 |
| 2017-07-01 | 11.9283021292901990 |
| 2017-08-01 | 11.8842995380150980 |
| 2017-09-01 | 12.0770152909873010 |
| 2017-10-01 | 11.8244249517149000 |
| 2017-11-01 | 11.8650474840821990 |
| 2017-12-01 | 11.8912064717881980 |
| 2018-01-01 | 11.9074780655369000 |
| 2018-02-01 | 11.9193801298809010 |
| 2018-03-01 | 11.9432727084320000 |
| 2018-04-01 | 12.0173522274072000 |
| 2018-05-01 | 11.9934448015944000 |
| 2018-06-01 | 12.0437588254409000 |
| 2018-07-01 | 12.2741524095228000 |
| 2018-08-01 | 12.1201308281661980 |
| 2018-09-01 | 12.0615051343708990 |
| 2018-10-01 | 12.0341953978829000 |
| 2018-11-01 | 12.0553729987449000 |
| 2018-12-01 | 11.9971585403661000 |
| 2019-01-01 | 11.7998198693238000 |
| 2019-02-01 | 11.7440747024687000 |
| 2019-03-01 | 11.7660846660603000 |
| 2019-04-01 | 11.7203583131396000 |
| 2019-05-01 | 11.7216976359126000 |
| 2019-06-01 | 11.7892108934242000 |
| 2019-07-01 | 11.8134233816248010 |
| 2019-08-01 | 11.7560215070653000 |
| 2019-09-01 | 11.6529569977414020 |
| 2019-10-01 | 11.5435519906758000 |
| 2019-11-01 | 11.4596346618794000 |
| 2019-12-01 | 11.5193645295260000 |
| 2020-01-01 | 11.6019612892223000 |
| 2020-02-01 | 11.5582884917188000 |
| 2020-03-01 | 11.4770951752677000 |
| 2020-04-01 | 9.5077931932458810 |
| 2020-05-01 | 9.3049472760544010 |
| 2020-06-01 | 10.0166371075881990 |
| 2020-07-01 | 10.2782279133781990 |
| 2020-08-01 | 10.4215750905471990 |
| 2020-09-01 | 10.7518323958600000 |
| 2020-10-01 | 10.7591386104471990 |
| 2020-11-01 | 10.6749888231538000 |
| 2020-12-01 | 10.6379639233233010 |
| 2021-01-01 | 10.7073215507759000 |
| 2021-02-01 | 10.6581833053514000 |
| 2021-03-01 | 10.7817814979055000 |
| 2021-04-01 | 10.7245038537209000 |
| 2021-05-01 | 10.7093271058450000 |
| 2021-06-01 | 10.6308715624061000 |
| 2021-07-01 | 10.9389582423717000 |
| 2021-08-01 | 10.6876852029646000 |
| 2021-09-01 | 10.6597455595660000 |
| 2021-10-01 | 10.7657075779240000 |
| 2021-11-01 | 10.7838201556911990 |
| 2021-12-01 | 10.7550644415317000 |
| 2022-01-01 | 10.7221633242840000 |
| 2022-02-01 | 10.7603107806158020 |
| 2022-03-01 | 10.6780221510369000 |
| 2022-04-01 | 10.7264203466055000 |
| 2022-05-01 | 10.7858415860009000 |
| 2022-06-01 | 10.7290600794251000 |
| 2022-07-01 | 10.8218536732497000 |
| 2022-08-01 | 10.7754377324001000 |
| 2022-09-01 | 10.7709762016027000 |
| 2022-10-01 | 10.6761474433748000 |
| 2022-11-01 | 10.5988120281095010 |
| 2022-12-01 | 10.6637218328041000 |
| 2023-01-01 | 10.9400504160512000 |
| 2023-02-01 | 10.8591242616454000 |
| 2023-03-01 | 10.8815370763853000 |
| 2023-04-01 | 10.8244534063546000 |
| 2023-05-01 | 10.8593445549352000 |
| 2023-06-01 | 10.9190470914486000 |
| 2023-07-01 | 10.9110503921441020 |
| 2023-08-01 | 10.9712042753464000 |
| 2023-09-01 | 10.8774450988079000 |
| 2023-10-01 | 10.8861465120510000 |
| 2023-11-01 | 10.9073984998240000 |
| 2023-12-01 | 10.9681567456528000 |
| 2024-01-01 | 10.8512756893977000 |
| 2024-02-01 | 10.8589389764355000 |
| 2024-03-01 | 10.8789472098441010 |
| 2024-04-01 | 10.9257557453049990 |
| 2024-05-01 | 10.9432134999948000 |
| 2024-06-01 | 10.9042644797062000 |
| 2024-07-01 | 10.8063922653281000 |
| 2024-08-01 | 10.7748685999929000 |
