Table Data - All Employees: Education and Health Services: Private Educational Services in Grand Rapids-Wyoming, MI (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Grand Rapids-Wyoming, MI (MSA) |
|---|---|
| Series ID | SMU26243406561000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-10-01 |
| Last Updated | 2024-11-20 6:36 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 | 8.937117440288220 |
| 1990-02-01 | 8.939647560783321 |
| 1990-03-01 | 8.861424391731070 |
| 1990-04-01 | 8.884527479931100 |
| 1990-05-01 | 8.638948172431231 |
| 1990-06-01 | 8.573762786060690 |
| 1990-07-01 | 8.773544028548400 |
| 1990-08-01 | 8.902744890136410 |
| 1990-09-01 | 9.038257822286120 |
| 1990-10-01 | 8.875311757454080 |
| 1990-11-01 | 9.075186985174769 |
| 1990-12-01 | 9.218411556720660 |
| 1991-01-01 | 8.725138425576600 |
| 1991-02-01 | 8.763208438718380 |
| 1991-03-01 | 8.688722551984540 |
| 1991-04-01 | 8.520949675311240 |
| 1991-05-01 | 8.649618111362500 |
| 1991-06-01 | 8.446425056406220 |
| 1991-07-01 | 8.389232811126110 |
| 1991-08-01 | 8.265230034316330 |
| 1991-09-01 | 8.326322345491741 |
| 1991-10-01 | 8.516548705518890 |
| 1991-11-01 | 8.444537736883260 |
| 1991-12-01 | 8.545453025355140 |
| 1992-01-01 | 8.722491197317630 |
| 1992-02-01 | 8.789373592362710 |
| 1992-03-01 | 8.807923277212490 |
| 1992-04-01 | 8.919780189486971 |
| 1992-05-01 | 8.942825227432259 |
| 1992-06-01 | 8.522381780539071 |
| 1992-07-01 | 8.699526405206809 |
| 1992-08-01 | 8.694872691656360 |
| 1992-09-01 | 9.042089658835538 |
| 1992-10-01 | 8.714062892570570 |
| 1992-11-01 | 8.554278231723960 |
| 1992-12-01 | 8.546712799871090 |
| 1993-01-01 | 8.618603238677501 |
| 1993-02-01 | 8.532993451074379 |
| 1993-03-01 | 8.749611781013360 |
| 1993-04-01 | 8.659764926609050 |
| 1993-05-01 | 8.665342330949060 |
| 1993-06-01 | 8.800373760101180 |
| 1993-07-01 | 8.872830616706250 |
| 1993-08-01 | 8.732649505976610 |
| 1993-09-01 | 8.939667308164640 |
| 1993-10-01 | 9.217355302638710 |
| 1993-11-01 | 9.129822977710411 |
| 1993-12-01 | 9.123595190796150 |
| 1994-01-01 | 9.031669525122560 |
| 1994-02-01 | 9.036267462776210 |
| 1994-03-01 | 8.775588165599680 |
| 1994-04-01 | 8.864507302698730 |
| 1994-05-01 | 8.676060166573790 |
| 1994-06-01 | 8.848918746048600 |
| 1994-07-01 | 8.916803142134650 |
| 1994-08-01 | 9.002658455052721 |
| 1994-09-01 | 9.247043586290270 |
| 1994-10-01 | 9.010508281051930 |
| 1994-11-01 | 8.972222570392180 |
| 1994-12-01 | 9.138044302973200 |
| 1995-01-01 | 9.122223535885940 |
| 1995-02-01 | 9.157677001373890 |
| 1995-03-01 | 9.275242692901220 |
| 1995-04-01 | 9.344798067601321 |
| 1995-05-01 | 9.455434687572630 |
| 1995-06-01 | 9.444175694835180 |
| 1995-07-01 | 9.544972069301080 |
| 1995-08-01 | 9.630015364509800 |
| 1995-09-01 | 9.537053467862140 |
| 1995-10-01 | 9.561073744049750 |
| 1995-11-01 | 9.563270292527100 |
| 1995-12-01 | 9.443049930915480 |
| 1996-01-01 | 9.422089027156240 |
| 1996-02-01 | 9.666276538847669 |
| 1996-03-01 | 9.658571336305739 |
| 1996-04-01 | 9.632672266885420 |
| 1996-05-01 | 9.624311385167390 |
| 1996-06-01 | 9.919050436048758 |
| 1996-07-01 | 9.720097554998840 |
| 1996-08-01 | 9.702831421714091 |
| 1996-09-01 | 9.623330473205150 |
| 1996-10-01 | 9.545507093915190 |
| 1996-11-01 | 9.711762113951849 |
| 1996-12-01 | 9.747463355721750 |
| 1997-01-01 | 10.139297544383199 |
| 1997-02-01 | 9.802092023144901 |
| 1997-03-01 | 9.738786565756211 |
| 1997-04-01 | 10.007390060577200 |
| 1997-05-01 | 9.683301285478250 |
| 1997-06-01 | 9.633113803233721 |
| 1997-07-01 | 9.676725636549400 |
| 1997-08-01 | 9.788705148449440 |
| 1997-09-01 | 9.306654132889430 |
| 1997-10-01 | 9.806222581819481 |
| 1997-11-01 | 10.069794961295500 |
| 1997-12-01 | 9.952251107878189 |
| 1998-01-01 | 10.242779626180900 |
| 1998-02-01 | 9.956377750928850 |
| 1998-03-01 | 9.890200803833980 |
| 1998-04-01 | 9.880911000538859 |
| 1998-05-01 | 10.028561038387500 |
| 1998-06-01 | 9.768123942800711 |
| 1998-07-01 | 10.231754394526401 |
| 1998-08-01 | 10.111617974385698 |
| 1998-09-01 | 10.329013383681000 |
| 1998-10-01 | 10.360390365290900 |
| 1998-11-01 | 10.140392972888199 |
| 1998-12-01 | 9.768351413257882 |
| 1999-01-01 | 10.242064804026000 |
| 1999-02-01 | 10.389646732357400 |
| 1999-03-01 | 10.419499847132000 |
| 1999-04-01 | 10.296517181248100 |
| 1999-05-01 | 10.475340884029200 |
| 1999-06-01 | 10.449655469741000 |
| 1999-07-01 | 10.220151654057700 |
| 1999-08-01 | 10.081544166072801 |
| 1999-09-01 | 10.352687400112900 |
| 1999-10-01 | 10.336543480830901 |
| 1999-11-01 | 10.288527355271300 |
| 1999-12-01 | 10.657016379207100 |
| 2000-01-01 | 10.251479016439700 |
| 2000-02-01 | 10.512671577442400 |
| 2000-03-01 | 10.749443314311801 |
| 2000-04-01 | 10.681459903862300 |
| 2000-05-01 | 10.811013272677600 |
| 2000-06-01 | 10.922437760890698 |
| 2000-07-01 | 11.184467201359400 |
| 2000-08-01 | 11.376509860338400 |
| 2000-09-01 | 11.224741929841098 |
| 2000-10-01 | 11.270286507802400 |
| 2000-11-01 | 11.238260297729001 |
| 2000-12-01 | 11.342984460629498 |
| 2001-01-01 | 11.281434968923000 |
| 2001-02-01 | 11.063802011966601 |
| 2001-03-01 | 11.455358087829302 |
| 2001-04-01 | 11.627972168993402 |
| 2001-05-01 | 11.551454369428100 |
| 2001-06-01 | 11.955778324329200 |
| 2001-07-01 | 12.418717813463099 |
| 2001-08-01 | 12.264613846266402 |
| 2001-09-01 | 11.799370109403400 |
| 2001-10-01 | 11.791559073102100 |
| 2001-11-01 | 11.837756747937000 |
| 2001-12-01 | 12.009597206982901 |
| 2002-01-01 | 12.211367730687000 |
| 2002-02-01 | 12.269624162649100 |
| 2002-03-01 | 12.270596316112900 |
| 2002-04-01 | 12.555880547219500 |
| 2002-05-01 | 12.472734739876802 |
| 2002-06-01 | 13.545215450135900 |
| 2002-07-01 | 12.792934208299300 |
| 2002-08-01 | 12.880669372744300 |
| 2002-09-01 | 12.667731479798100 |
| 2002-10-01 | 12.373685257365699 |
| 2002-11-01 | 12.588655783973700 |
| 2002-12-01 | 12.166039269116900 |
| 2003-01-01 | 11.977202048324498 |
| 2003-02-01 | 13.471033806051200 |
| 2003-03-01 | 12.817858092696301 |
| 2003-04-01 | 12.859114934203100 |
| 2003-05-01 | 13.494189946812599 |
| 2003-06-01 | 12.997793581562400 |
| 2003-07-01 | 12.682004069255400 |
| 2003-08-01 | 12.699417340401599 |
| 2003-09-01 | 12.647939816366101 |
| 2003-10-01 | 13.494072812983100 |
| 2003-11-01 | 13.795716192132499 |
| 2003-12-01 | 14.055069157196500 |
| 2004-01-01 | 14.232113775875900 |
| 2004-02-01 | 14.406040926757500 |
| 2004-03-01 | 13.933912931854598 |
| 2004-04-01 | 13.632681261635100 |
| 2004-05-01 | 13.637035056264999 |
| 2004-06-01 | 14.155719770272999 |
| 2004-07-01 | 14.222696195032500 |
| 2004-08-01 | 14.184623672965401 |
| 2004-09-01 | 14.551139502587600 |
| 2004-10-01 | 14.777310616911800 |
| 2004-11-01 | 14.957582874979698 |
| 2004-12-01 | 14.866251084119899 |
| 2005-01-01 | 13.792021909344600 |
| 2005-02-01 | 14.117548427098200 |
| 2005-03-01 | 14.057358876573900 |
| 2005-04-01 | 14.268486138477400 |
| 2005-05-01 | 14.188780629676600 |
| 2005-06-01 | 13.068835275075300 |
| 2005-07-01 | 13.506881336913800 |
| 2005-08-01 | 13.511212512090700 |
| 2005-09-01 | 13.792027596117300 |
| 2005-10-01 | 13.560421687073400 |
| 2005-11-01 | 13.367581956708000 |
| 2005-12-01 | 13.412168298966000 |
| 2006-01-01 | 13.479957302849200 |
| 2006-02-01 | 13.291743286203400 |
| 2006-03-01 | 13.952807199193401 |
| 2006-04-01 | 13.817473470623000 |
| 2006-05-01 | 14.084180032197600 |
| 2006-06-01 | 12.793391880417198 |
| 2006-07-01 | 12.837622488691302 |
| 2006-08-01 | 13.317563252467101 |
| 2006-09-01 | 13.989462244167600 |
| 2006-10-01 | 13.720265454931800 |
| 2006-11-01 | 13.759394415163099 |
| 2006-12-01 | 13.792538078091400 |
| 2007-01-01 | 14.173965111000399 |
| 2007-02-01 | 14.281539063541802 |
| 2007-03-01 | 14.240696244397500 |
| 2007-04-01 | 14.219170112408600 |
| 2007-05-01 | 14.220135002376600 |
| 2007-06-01 | 13.992034013691500 |
| 2007-07-01 | 14.213336222169499 |
| 2007-08-01 | 14.485323085790100 |
| 2007-09-01 | 14.312899299876301 |
| 2007-10-01 | 14.191286998805301 |
| 2007-11-01 | 13.957425827206599 |
| 2007-12-01 | 14.218690981982300 |
| 2008-01-01 | 14.138001633214300 |
| 2008-02-01 | 14.283693860543000 |
| 2008-03-01 | 14.247724598596900 |
| 2008-04-01 | 14.477439996257699 |
| 2008-05-01 | 14.771730545301098 |
| 2008-06-01 | 15.079153941367400 |
| 2008-07-01 | 14.960241965195902 |
| 2008-08-01 | 14.755219707230400 |
| 2008-09-01 | 14.441768267895400 |
| 2008-10-01 | 14.747609482888400 |
| 2008-11-01 | 15.085405320440199 |
| 2008-12-01 | 14.931928657869500 |
| 2009-01-01 | 14.905942163961802 |
| 2009-02-01 | 15.021616391459599 |
| 2009-03-01 | 14.899782986507500 |
| 2009-04-01 | 15.346940554345200 |
| 2009-05-01 | 15.389321584618500 |
| 2009-06-01 | 15.286404197139900 |
| 2009-07-01 | 15.227394030545401 |
| 2009-08-01 | 15.276299327800000 |
| 2009-09-01 | 15.085193828087700 |
| 2009-10-01 | 15.194528912761399 |
| 2009-11-01 | 15.155949221985900 |
| 2009-12-01 | 15.148249267202198 |
| 2010-01-01 | 15.075686136964800 |
| 2010-02-01 | 14.898620839190100 |
| 2010-03-01 | 14.753214788499902 |
| 2010-04-01 | 14.286306763645400 |
| 2010-05-01 | 14.379433848667500 |
| 2010-06-01 | 14.769219450745000 |
| 2010-07-01 | 15.089013151316099 |
| 2010-08-01 | 15.006788828899401 |
| 2010-09-01 | 14.442973646801901 |
| 2010-10-01 | 14.303348882720000 |
| 2010-11-01 | 14.142600182257302 |
| 2010-12-01 | 14.012371353287401 |
| 2011-01-01 | 14.529795292844500 |
| 2011-02-01 | 14.027488706861900 |
| 2011-03-01 | 13.962885647194700 |
| 2011-04-01 | 13.861289359213500 |
| 2011-05-01 | 13.737455026381200 |
| 2011-06-01 | 13.684900937308600 |
| 2011-07-01 | 14.002700302525199 |
| 2011-08-01 | 13.996913643180699 |
| 2011-09-01 | 14.076505443677700 |
| 2011-10-01 | 14.003076184231300 |
| 2011-11-01 | 13.899781009887400 |
| 2011-12-01 | 13.722993187853500 |
| 2012-01-01 | 13.884983149303201 |
| 2012-02-01 | 14.013489216141698 |
| 2012-03-01 | 14.101524495503100 |
| 2012-04-01 | 14.257096649544401 |
| 2012-05-01 | 14.318936700029200 |
| 2012-06-01 | 14.207690218851600 |
| 2012-07-01 | 14.455070043497800 |
| 2012-08-01 | 14.390659781927700 |
| 2012-09-01 | 14.200194152059000 |
| 2012-10-01 | 14.488799312002802 |
| 2012-11-01 | 14.529451249792599 |
| 2012-12-01 | 14.376985154569200 |
| 2013-01-01 | 14.162996378435599 |
| 2013-02-01 | 14.009000552614500 |
| 2013-03-01 | 14.054982946838500 |
| 2013-04-01 | 13.388625009639899 |
| 2013-05-01 | 13.076308068706501 |
| 2013-06-01 | 13.477976100575600 |
| 2013-07-01 | 13.819378375123700 |
| 2013-08-01 | 14.117527565350402 |
| 2013-09-01 | 13.858500893889000 |
| 2013-10-01 | 13.763417967764400 |
| 2013-11-01 | 13.858937318489900 |
| 2013-12-01 | 13.864270592195500 |
| 2014-01-01 | 14.044948682490801 |
| 2014-02-01 | 14.119074000841000 |
| 2014-03-01 | 14.228798321626101 |
| 2014-04-01 | 14.104070925026901 |
| 2014-05-01 | 13.930931441795401 |
| 2014-06-01 | 14.326933170517199 |
| 2014-07-01 | 14.106279016712000 |
| 2014-08-01 | 14.198904639131500 |
| 2014-09-01 | 14.446087780352800 |
| 2014-10-01 | 14.387141005358400 |
| 2014-11-01 | 14.319259070768100 |
| 2014-12-01 | 14.707580006069500 |
| 2015-01-01 | 14.624812181994100 |
| 2015-02-01 | 14.710333451243802 |
| 2015-03-01 | 14.795150211984101 |
| 2015-04-01 | 14.992477649857500 |
| 2015-05-01 | 14.870686616945300 |
| 2015-06-01 | 15.137312095061200 |
| 2015-07-01 | 14.527008852861900 |
| 2015-08-01 | 13.836846350166800 |
| 2015-09-01 | 14.632570398729200 |
| 2015-10-01 | 14.607432546537800 |
| 2015-11-01 | 14.679496454839198 |
| 2015-12-01 | 14.689864528121900 |
| 2016-01-01 | 14.614087424183800 |
| 2016-02-01 | 14.551272671329999 |
| 2016-03-01 | 14.445163481674700 |
| 2016-04-01 | 14.116131842597700 |
| 2016-05-01 | 14.327647871961400 |
| 2016-06-01 | 14.429165073833198 |
| 2016-07-01 | 14.715107402031900 |
| 2016-08-01 | 14.374494878158300 |
| 2016-09-01 | 14.018863551323301 |
| 2016-10-01 | 13.826989481301900 |
| 2016-11-01 | 13.856833113743699 |
| 2016-12-01 | 13.840107457252000 |
| 2017-01-01 | 13.888314986611200 |
| 2017-02-01 | 13.893675717304802 |
| 2017-03-01 | 14.027172736967600 |
| 2017-04-01 | 14.318627485557300 |
| 2017-05-01 | 14.497267636838900 |
| 2017-06-01 | 14.524397248471300 |
| 2017-07-01 | 14.522922528161399 |
| 2017-08-01 | 14.316349433546100 |
| 2017-09-01 | 14.010747638039000 |
| 2017-10-01 | 14.350301617652600 |
| 2017-11-01 | 14.312491131392300 |
| 2017-12-01 | 14.423234641123400 |
| 2018-01-01 | 14.688526317824198 |
| 2018-02-01 | 14.678717095530100 |
| 2018-03-01 | 14.974785986594998 |
| 2018-04-01 | 14.617566297741199 |
| 2018-05-01 | 14.496386675116598 |
| 2018-06-01 | 14.585163710977099 |
| 2018-07-01 | 14.161795924517300 |
| 2018-08-01 | 14.011767819118301 |
| 2018-09-01 | 14.414015103483500 |
| 2018-10-01 | 14.280011301661599 |
| 2018-11-01 | 14.176878732865200 |
| 2018-12-01 | 14.260733788712098 |
| 2019-01-01 | 13.860680246034601 |
| 2019-02-01 | 13.716590196520801 |
| 2019-03-01 | 14.004177555324800 |
| 2019-04-01 | 14.160487933885697 |
| 2019-05-01 | 14.161934862817500 |
| 2019-06-01 | 14.029360642418700 |
| 2019-07-01 | 13.888616357176002 |
| 2019-08-01 | 14.145588126291802 |
| 2019-09-01 | 13.987001983547700 |
| 2019-10-01 | 14.119222860641699 |
| 2019-11-01 | 14.151075322952900 |
| 2019-12-01 | 13.977005154579501 |
| 2020-01-01 | 14.164774790321500 |
| 2020-02-01 | 14.122275577679600 |
| 2020-03-01 | 13.687690549320099 |
| 2020-04-01 | 12.328285027526200 |
| 2020-05-01 | 12.554761772551100 |
| 2020-06-01 | 12.507332523671900 |
| 2020-07-01 | 12.907698700539301 |
| 2020-08-01 | 13.060483495077401 |
| 2020-09-01 | 13.175739700603001 |
| 2020-10-01 | 13.228803312983400 |
| 2020-11-01 | 13.295021441567100 |
| 2020-12-01 | 12.643640103612200 |
| 2021-01-01 | 13.161361330978199 |
| 2021-02-01 | 13.265152685320698 |
| 2021-03-01 | 13.341929294622801 |
| 2021-04-01 | 13.401921130519700 |
| 2021-05-01 | 13.399884129338100 |
| 2021-06-01 | 13.173317545118302 |
| 2021-07-01 | 13.497676281348300 |
| 2021-08-01 | 13.539406316445401 |
| 2021-09-01 | 13.365229207461500 |
| 2021-10-01 | 13.604277958168800 |
| 2021-11-01 | 13.696270695933000 |
| 2021-12-01 | 13.226878716492600 |
| 2022-01-01 | 13.998964351712301 |
| 2022-02-01 | 13.960556000189900 |
| 2022-03-01 | 13.826886066532900 |
| 2022-04-01 | 14.164470603672699 |
| 2022-05-01 | 14.121495817731700 |
| 2022-06-01 | 14.331669749673400 |
| 2022-07-01 | 14.416491733156800 |
| 2022-08-01 | 14.605743355750699 |
| 2022-09-01 | 14.678175250588900 |
| 2022-10-01 | 14.667142374706900 |
| 2022-11-01 | 14.685050357214100 |
| 2022-12-01 | 15.067515298779199 |
| 2023-01-01 | 15.033187321073699 |
| 2023-02-01 | 14.930036499283900 |
| 2023-03-01 | 15.260572584096101 |
| 2023-04-01 | 15.210997051617100 |
| 2023-05-01 | 15.227623368577900 |
| 2023-06-01 | 15.671332793323300 |
| 2023-07-01 | 15.468489359825098 |
| 2023-08-01 | 15.489065762806700 |
| 2023-09-01 | 15.674071236534000 |
| 2023-10-01 | 15.744597285135500 |
| 2023-11-01 | 15.778976003749001 |
| 2023-12-01 | 15.836460221744199 |
| 2024-01-01 | 15.676501050970800 |
| 2024-02-01 | 16.006310253763200 |
| 2024-03-01 | 16.090294458279700 |
| 2024-04-01 | 16.056469208537000 |
| 2024-05-01 | 16.114759896648400 |
| 2024-06-01 | 16.161163669137498 |
| 2024-07-01 | 16.330180090207900 |
| 2024-08-01 | 16.061562958817998 |
| 2024-09-01 | 15.974142134382500 |
| 2024-10-01 | 15.677451282247000 |
