NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Education and Health Services: Private Education and Health Services in Grand Rapids-Wyoming, MI (MSA) Series ID: GRAN326EDUH 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 2024-04-01 Last Updated: 2024-05-18 5:43 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/GRAN326EDUHN). 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 40.001244100395205 1990-02-01 40.153345019679500 1990-03-01 40.165981860605000 1990-04-01 40.358217389475200 1990-05-01 40.191223196985300 1990-06-01 40.469660759799794 1990-07-01 40.411094454942500 1990-08-01 40.984953777778500 1990-09-01 41.295876459086600 1990-10-01 41.318257787042400 1990-11-01 41.558260871240500 1990-12-01 41.662533274490600 1991-01-01 41.409591584818390 1991-02-01 41.443432588401500 1991-03-01 41.567950307993200 1991-04-01 41.344354848281704 1991-05-01 41.588638602202900 1991-06-01 41.468072393387000 1991-07-01 41.754280301002800 1991-08-01 41.785915620747794 1991-09-01 41.791882912869600 1991-10-01 42.108665048735105 1991-11-01 42.246684145045705 1991-12-01 42.255393517024395 1992-01-01 42.613253264515400 1992-02-01 42.853316740917700 1992-03-01 42.896047609673400 1992-04-01 43.021492165991894 1992-05-01 43.186233618874000 1992-06-01 42.749957077971700 1992-07-01 43.082980022674896 1992-08-01 42.977319830516210 1992-09-01 43.592246689579600 1992-10-01 43.103439176792500 1992-11-01 43.038351492528896 1992-12-01 43.164521368292796 1993-01-01 43.417485302324600 1993-02-01 43.372970283852700 1993-03-01 43.756774077306396 1993-04-01 43.691467205171700 1993-05-01 43.901793674760896 1993-06-01 44.002178960146600 1993-07-01 43.992932496271100 1993-08-01 43.842953100170500 1993-09-01 44.384279319490990 1993-10-01 44.809897878055710 1993-11-01 44.819408101950500 1993-12-01 45.163600479339600 1994-01-01 45.230355133867210 1994-02-01 45.500731314568300 1994-03-01 45.282079738325606 1994-04-01 45.545684040234300 1994-05-01 45.504004063909210 1994-06-01 45.736993059054605 1994-07-01 45.939496888344900 1994-08-01 46.247454339841205 1994-09-01 46.798417006055700 1994-10-01 46.244794499853704 1994-11-01 46.423439705414104 1994-12-01 46.480706307982500 1995-01-01 46.544075659818300 1995-02-01 46.614759179624606 1995-03-01 46.786158716665405 1995-04-01 47.386676155751800 1995-05-01 47.592403116361300 1995-06-01 47.665314319325000 1995-07-01 48.514275677269296 1995-08-01 48.669733910588505 1995-09-01 48.906539306898900 1995-10-01 48.989602421727604 1995-11-01 49.330949496636200 1995-12-01 49.176565128053895 1996-01-01 49.265204649628600 1996-02-01 49.513929415632600 1996-03-01 49.514180833691505 1996-04-01 49.733538493197095 1996-05-01 49.743407199514100 1996-06-01 49.908456215410900 1996-07-01 49.959324277703400 1996-08-01 49.991933650269395 1996-09-01 50.026817665324200 1996-10-01 50.453541357779400 1996-11-01 50.691372783373296 1996-12-01 50.779155121321200 1997-01-01 50.876548367436705 1997-02-01 50.705645729886400 1997-03-01 50.928305218279600 1997-04-01 50.695546881936295 1997-05-01 50.680164668271395 1997-06-01 50.759380028737404 1997-07-01 50.585052724828200 1997-08-01 50.946140319368894 1997-09-01 50.731331542470800 1997-10-01 50.724794433466210 1997-11-01 50.885252510008605 1997-12-01 50.985051810991110 1998-01-01 51.754710688985700 1998-02-01 51.523176351226500 1998-03-01 51.532138535761796 1998-04-01 51.657470891532710 1998-05-01 52.116919991569400 1998-06-01 51.933870534464205 1998-07-01 51.936351686853200 1998-08-01 51.813509346602494 1998-09-01 52.039095579553795 1998-10-01 51.862871412045900 1998-11-01 51.645093831943900 1998-12-01 51.370062976751390 1999-01-01 52.129068608703300 1999-02-01 52.331347894628800 1999-03-01 52.477329622297200 1999-04-01 52.318115340491500 1999-05-01 52.589909634214100 1999-06-01 52.536069833398510 1999-07-01 52.559029529972110 1999-08-01 52.676395789094400 1999-09-01 52.827027506203100 1999-10-01 53.280354103025890 1999-11-01 53.330371442406500 1999-12-01 53.831634517514296 2000-01-01 53.611169013180600 2000-02-01 53.834839127228896 2000-03-01 54.159616651518500 2000-04-01 54.368089409832400 2000-05-01 54.472169294572000 2000-06-01 54.579243476658400 2000-07-01 54.937915630110900 2000-08-01 55.611915884109110 2000-09-01 55.526645050303294 2000-10-01 55.447447082065100 2000-11-01 55.626376366162006 2000-12-01 55.870102841297204 2001-01-01 56.433991362183100 2001-02-01 56.419473059780294 2001-03-01 56.874554353084200 2001-04-01 57.313302615510100 2001-05-01 57.464681067472400 2001-06-01 58.267731471537000 2001-07-01 58.364309130419500 2001-08-01 58.347622054019794 2001-09-01 58.105740936009100 2001-10-01 58.781895987902790 2001-11-01 59.034697032239600 2001-12-01 59.288689266511405 2002-01-01 59.680109509951200 2002-02-01 59.792347261072800 2002-03-01 60.095699636548600 2002-04-01 60.360968782276900 2002-05-01 60.662744384566400 2002-06-01 61.674993623023006 2002-07-01 61.096744799609496 2002-08-01 61.512720457299700 2002-09-01 61.076899808300600 2002-10-01 60.708007529437296 2002-11-01 61.243655813099295 2002-12-01 60.993193593228000 2003-01-01 59.936437568197300 2003-02-01 61.378156941199100 2003-03-01 61.137245815075104 2003-04-01 61.236130087968600 2003-05-01 62.162605010666500 2003-06-01 61.675134434249706 2003-07-01 61.871039613591200 2003-08-01 62.088789254059290 2003-09-01 62.127081211944800 2003-10-01 63.334131524803404 2003-11-01 63.660899651136290 2003-12-01 63.990036491897790 2004-01-01 64.033085028037300 2004-02-01 64.145537101469500 2004-03-01 64.137678510413110 2004-04-01 64.283989365891400 2004-05-01 64.528313039587700 2004-06-01 64.912858690797700 2004-07-01 65.128364034686600 2004-08-01 65.346351001166800 2004-09-01 65.892506240726500 2004-10-01 66.052772837809710 2004-11-01 66.527069950198100 2004-12-01 66.560611224402700 2005-01-01 64.792908228942700 2005-02-01 65.359718358582100 2005-03-01 65.751522594105400 2005-04-01 66.361376263694000 2005-05-01 66.292627017548800 2005-06-01 65.192051551336090 2005-07-01 66.368981391476710 2005-08-01 66.464521814825200 2005-09-01 66.779523679221500 2005-10-01 66.638431541989010 2005-11-01 66.381069292634890 2005-12-01 66.605473254890600 2006-01-01 65.829753957463210 2006-02-01 65.703961199679900 2006-03-01 66.780840040516710 2006-04-01 66.884720284288900 2006-05-01 67.278727469732700 2006-06-01 66.238842179549510 2006-07-01 66.110115231759100 2006-08-01 66.479146102300700 2006-09-01 67.805704529520800 2006-10-01 67.419809423298200 2006-11-01 67.844082555011210 2006-12-01 68.042196738468290 2007-01-01 68.652484336544290 2007-02-01 68.852748909359890 2007-03-01 68.912414752955210 2007-04-01 69.029194024518200 2007-05-01 69.187149394656100 2007-06-01 69.398811270244790 2007-07-01 69.294873602236210 2007-08-01 69.725474077072100 2007-09-01 69.871328812916000 2007-10-01 69.787414008313200 2007-11-01 69.786343454609790 2007-12-01 70.227722082333800 2008-01-01 70.432135607765900 2008-02-01 70.595184557092300 2008-03-01 70.767937807407400 2008-04-01 71.117825625251000 2008-05-01 71.733285740840700 2008-06-01 72.046562212648410 2008-07-01 72.129029080028800 2008-08-01 72.103520864451410 2008-09-01 71.803815420258500 2008-10-01 71.935939407763910 2008-11-01 72.339024176242500 2008-12-01 72.231903847925100 2009-01-01 71.998048169507700 2009-02-01 72.240098962862200 2009-03-01 71.940400425062800 2009-04-01 73.236424165287400 2009-05-01 73.328489666286400 2009-06-01 72.861922619814410 2009-07-01 72.873258205165090 2009-08-01 73.127510267075210 2009-09-01 73.191364757870200 2009-10-01 73.806308419083590 2009-11-01 73.812470594535100 2009-12-01 73.950730327817910 2010-01-01 74.100920654114500 2010-02-01 73.966098315326790 2010-03-01 73.882660741335300 2010-04-01 73.772557017551100 2010-05-01 73.745235000561700 2010-06-01 73.887934414981700 2010-07-01 74.464315161603000 2010-08-01 74.463152384081300 2010-09-01 73.607734716430290 2010-10-01 73.734704076929700 2010-11-01 73.670899626908900 2010-12-01 73.600674766722400 2011-01-01 74.686036508474400 2011-02-01 74.182102840166210 2011-03-01 74.400023827614400 2011-04-01 74.694621894546800 2011-05-01 74.651840061107500 2011-06-01 74.681303409942400 2011-07-01 75.476624892963000 2011-08-01 75.515134744066090 2011-09-01 76.092619066494700 2011-10-01 76.288246028896300 2011-11-01 76.414792871535600 2011-12-01 76.399608578438090 2012-01-01 76.670302928919600 2012-02-01 76.962601761944910 2012-03-01 77.364276445453910 2012-04-01 77.884687175190590 2012-05-01 78.120553646526500 2012-06-01 78.366163441934800 2012-07-01 78.609288839876600 2012-08-01 78.946926104953590 2012-09-01 79.254178553952410 2012-10-01 79.585026022187700 2012-11-01 79.696663248926600 2012-12-01 79.973009203893000 2013-01-01 79.553246937898000 2013-02-01 79.834321211088800 2013-03-01 80.419152694535000 2013-04-01 79.759366856163300 2013-05-01 79.643442493589400 2013-06-01 80.356555244086510 2013-07-01 80.970406138771600 2013-08-01 81.383924413095090 2013-09-01 81.264897299982700 2013-10-01 81.127569744996100 2013-11-01 81.637536030733000 2013-12-01 81.633613292503910 2014-01-01 82.347387937123400 2014-02-01 82.512033962407600 2014-03-01 82.873935717556800 2014-04-01 81.991386101749800 2014-05-01 82.410906585644410 2014-06-01 82.725771257694900 2014-07-01 82.742889112237310 2014-08-01 82.940025493176010 2014-09-01 83.235258932297800 2014-10-01 83.139403813549100 2014-11-01 83.280113357739300 2014-12-01 83.911373505806600 2015-01-01 84.314015450940290 2015-02-01 84.500335788393500 2015-03-01 84.929609376627800 2015-04-01 84.986188088025000 2015-05-01 85.045035376915210 2015-06-01 85.495707353251490 2015-07-01 85.154959886772800 2015-08-01 84.632350301492790 2015-09-01 85.950978383649900 2015-10-01 86.188627381882500 2015-11-01 86.591033843468210 2015-12-01 86.777397120352200 2016-01-01 86.672869360380900 2016-02-01 87.009674695911900 2016-03-01 87.100246394287210 2016-04-01 87.335684708295290 2016-05-01 87.782520417989400 2016-06-01 87.904394267831900 2016-07-01 88.401259841022790 2016-08-01 88.371079053123100 2016-09-01 88.292477477239000 2016-10-01 88.280020281601200 2016-11-01 88.352151505181700 2016-12-01 88.891838815465790 2017-01-01 89.032799853169000 2017-02-01 89.205487316632900 2017-03-01 89.389834187952400 2017-04-01 90.079849535227700 2017-05-01 90.540241346069210 2017-06-01 90.970663223569910 2017-07-01 91.560842667398090 2017-08-01 91.601251555007000 2017-09-01 91.345029838960000 2017-10-01 92.387859401955410 2017-11-01 92.534854893950000 2017-12-01 92.785740017059280 2018-01-01 93.201687254914490 2018-02-01 93.371160663327600 2018-03-01 93.873806682654090 2018-04-01 93.538762951695000 2018-05-01 93.656374352345080 2018-06-01 94.189058733556010 2018-07-01 92.752145922372590 2018-08-01 92.565907866414790 2018-09-01 92.931831559646800 2018-10-01 92.980147558877790 2018-11-01 93.094824418078190 2018-12-01 93.275587068721400 2019-01-01 93.027398052173300 2019-02-01 92.910353247531920 2019-03-01 93.178574417408410 2019-04-01 93.745159745241510 2019-05-01 93.824353959694100 2019-06-01 94.132382666307210 2019-07-01 94.232922970257200 2019-08-01 94.862472870998300 2019-09-01 94.521179469060800 2019-10-01 94.268030887324600 2019-11-01 94.450033129215300 2019-12-01 94.408274456766420 2020-01-01 94.746323030388300 2020-02-01 95.040331618668400 2020-03-01 94.369726691942000 2020-04-01 84.579977409541290 2020-05-01 86.350727561450000 2020-06-01 89.549457947490600 2020-07-01 89.709043464779300 2020-08-01 90.369210564829600 2020-09-01 91.243646490726090 2020-10-01 91.921422429611700 2020-11-01 92.030669819950790 2020-12-01 92.038476847674790 2021-01-01 92.475574291820080 2021-02-01 92.785587291371100 2021-03-01 92.978085934528410 2021-04-01 92.738965732423990 2021-05-01 92.807989733707290 2021-06-01 92.327138449173900 2021-07-01 93.678362099267900 2021-08-01 93.436317704657600 2021-09-01 92.966129727583300 2021-10-01 93.278103083209980 2021-11-01 93.089098591105810 2021-12-01 92.670955075349010 2022-01-01 92.943113386212500 2022-02-01 93.041129356922710 2022-03-01 92.973535296101200 2022-04-01 93.021828278705900 2022-05-01 93.165143281273100 2022-06-01 92.967879541936700 2022-07-01 93.714591606798490 2022-08-01 93.876060797303700 2022-09-01 94.099284888219090 2022-10-01 94.166079301046600 2022-11-01 94.345153549654500 2022-12-01 95.370538846082400 2023-01-01 96.045410138520080 2023-02-01 96.090257206289700 2023-03-01 96.528061067457900 2023-04-01 97.189395865605290 2023-05-01 97.270598676557100 2023-06-01 98.543167809463810 2023-07-01 97.979022125069790 2023-08-01 97.886408535625300 2023-09-01 98.196933431306000 2023-10-01 98.844254940105500 2023-11-01 99.475901643607200 2023-12-01 99.724312289123700 2024-01-01 98.556005633752010 2024-02-01 99.665072873184700 2024-03-01 99.893253024795700 2024-04-01 100.043878875739990