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 Flint, MI (MSA) Series ID: FLIN426EDUH 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 6:33 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 (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/FLIN426EDUHN). 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 19.435775523151600 1990-02-01 19.307142084681400 1990-03-01 19.303711699023303 1990-04-01 19.486410534632600 1990-05-01 19.525191193267500 1990-06-01 19.630383440057102 1990-07-01 19.735102578151900 1990-08-01 20.002006761360100 1990-09-01 20.292918061790500 1990-10-01 20.012135501408500 1990-11-01 20.181358394153700 1990-12-01 20.380174636995000 1991-01-01 20.845775130368000 1991-02-01 20.709112676279000 1991-03-01 20.815648430520000 1991-04-01 20.772009864499400 1991-05-01 20.818463651091100 1991-06-01 20.839911924715400 1991-07-01 20.823415445597700 1991-08-01 20.905762854213700 1991-09-01 20.988998317886400 1991-10-01 21.114921852403900 1991-11-01 21.082142557063300 1991-12-01 21.078839446594397 1992-01-01 20.956597670945100 1992-02-01 21.004068877308100 1992-03-01 21.022542070803002 1992-04-01 20.858703061067300 1992-05-01 20.924535402768600 1992-06-01 21.060446149145800 1992-07-01 21.107828384499303 1992-08-01 21.110425847824000 1992-09-01 21.087311972677398 1992-10-01 21.105644800928896 1992-11-01 21.166340144256600 1992-12-01 21.158218827354897 1993-01-01 21.177300187184500 1993-02-01 21.203213812720100 1993-03-01 21.346087684801102 1993-04-01 21.654133969122896 1993-05-01 21.632426871084300 1993-06-01 21.593169601655300 1993-07-01 21.392900518190900 1993-08-01 21.211373403178502 1993-09-01 21.284274645191800 1993-10-01 21.181814108687000 1993-11-01 21.234377358801800 1993-12-01 21.228106253160000 1994-01-01 21.283930946389198 1994-02-01 21.421951435426000 1994-03-01 21.370111856281900 1994-04-01 21.676277046474000 1994-05-01 21.658876284157000 1994-06-01 21.630609447592100 1994-07-01 21.862497181218100 1994-08-01 21.899071428424300 1994-09-01 21.979381858081698 1994-10-01 21.954287737593898 1994-11-01 21.997793553603703 1994-12-01 21.991116464865105 1995-01-01 22.475465979061305 1995-02-01 22.547508000396300 1995-03-01 22.613617750385900 1995-04-01 22.614525666996100 1995-05-01 22.493059141964604 1995-06-01 22.163414594383200 1995-07-01 22.726353562903000 1995-08-01 22.946053718376103 1995-09-01 22.985600468635504 1995-10-01 23.141426663365603 1995-11-01 23.175528484835500 1995-12-01 23.267035780291800 1996-01-01 22.961377104228397 1996-02-01 23.167562273421100 1996-03-01 23.145157722161700 1996-04-01 23.246420353573104 1996-05-01 23.426059207261100 1996-06-01 23.163179726488300 1996-07-01 22.807683932255802 1996-08-01 22.894774010366202 1996-09-01 23.118384232599200 1996-10-01 23.233438728485500 1996-11-01 23.156245875834300 1996-12-01 22.937696093314802 1997-01-01 22.883283990355100 1997-02-01 22.472965076036000 1997-03-01 22.565528612196697 1997-04-01 22.161501545464800 1997-05-01 22.129763261456198 1997-06-01 22.239268648762497 1997-07-01 22.704031092944604 1997-08-01 23.057260760810600 1997-09-01 22.959900544651102 1997-10-01 22.240413625727000 1997-11-01 22.147051578322500 1997-12-01 22.133984694222900 1998-01-01 22.314412801637896 1998-02-01 22.079392943354200 1998-03-01 21.966578421997000 1998-04-01 21.943286210753000 1998-05-01 22.000764824693700 1998-06-01 22.209517791719698 1998-07-01 22.807318744034200 1998-08-01 22.641900960462900 1998-09-01 22.185122516191303 1998-10-01 22.175416102253298 1998-11-01 22.255859594094400 1998-12-01 22.349631407833800 1999-01-01 22.358440836621500 1999-02-01 22.563867743593900 1999-03-01 22.261591257779497 1999-04-01 22.794074208803000 1999-05-01 22.953791679154600 1999-06-01 22.683296586460100 1999-07-01 22.131061864012400 1999-08-01 22.037122838831100 1999-09-01 21.991656186441100 1999-10-01 22.416083833234800 1999-11-01 22.475886021681700 1999-12-01 22.578607183821200 2000-01-01 22.300103225416198 2000-02-01 22.449705792710300 2000-03-01 22.546912588656500 2000-04-01 22.130844100448500 2000-05-01 21.992235607282500 2000-06-01 21.954526573979003 2000-07-01 23.085135045499396 2000-08-01 22.958976044747500 2000-09-01 22.989355815971000 2000-10-01 22.940543634471100 2000-11-01 22.885040870026003 2000-12-01 22.787714579585500 2001-01-01 22.946479171005700 2001-02-01 22.845097262615600 2001-03-01 22.926716831162896 2001-04-01 23.087821558491000 2001-05-01 23.237764575869900 2001-06-01 22.924467924150300 2001-07-01 23.142902987982000 2001-08-01 23.197565227598200 2001-09-01 23.278593022857400 2001-10-01 22.944251513677003 2001-11-01 23.078885885379200 2001-12-01 23.091236700411603 2002-01-01 23.263122874707800 2002-02-01 23.567993168290400 2002-03-01 23.617802047741105 2002-04-01 23.869913389871503 2002-05-01 23.895851481160500 2002-06-01 24.196359576093503 2002-07-01 24.275018702598600 2002-08-01 24.430596916264800 2002-09-01 24.672873797515200 2002-10-01 24.855440311812803 2002-11-01 24.870940213648100 2002-12-01 24.987565850282103 2003-01-01 24.548968940748200 2003-02-01 24.880512763858900 2003-03-01 24.912498723653602 2003-04-01 24.782174432354196 2003-05-01 24.895215095759397 2003-06-01 24.867716032799500 2003-07-01 24.785981974162397 2003-08-01 24.947356628423100 2003-09-01 24.880587440019003 2003-10-01 24.964931436019400 2003-11-01 25.161935045251800 2003-12-01 24.971514174655500 2004-01-01 24.318878274781700 2004-02-01 24.889457252486400 2004-03-01 25.019247150852102 2004-04-01 25.300201691680500 2004-05-01 25.302273061782300 2004-06-01 25.143037808044000 2004-07-01 24.891849383359300 2004-08-01 24.961006658382697 2004-09-01 25.009803630808896 2004-10-01 25.069543529925800 2004-11-01 25.147426471461802 2004-12-01 25.149498915144502 2005-01-01 25.189308237277498 2005-02-01 25.280469730503900 2005-03-01 25.304300156960600 2005-04-01 25.534568885604600 2005-05-01 25.534384940588000 2005-06-01 25.646522593798800 2005-07-01 25.580249355092500 2005-08-01 25.462064107630400 2005-09-01 25.432590852485200 2005-10-01 25.468581843535900 2005-11-01 25.525144603102700 2005-12-01 25.537945209572200 2006-01-01 25.667922018714600 2006-02-01 25.672054837329103 2006-03-01 25.804147170169102 2006-04-01 25.558391315095502 2006-05-01 25.664694071624798 2006-06-01 25.561300819142605 2006-07-01 25.955028271115800 2006-08-01 26.045358845197200 2006-09-01 26.245820284279798 2006-10-01 26.173053009750600 2006-11-01 26.205005937772004 2006-12-01 26.342513685046395 2007-01-01 26.372181268829497 2007-02-01 26.252451887961502 2007-03-01 26.192803789368600 2007-04-01 26.583581186362800 2007-05-01 26.201981080256200 2007-06-01 25.875008072095800 2007-07-01 26.128289538776100 2007-08-01 26.119736755395003 2007-09-01 26.042627750241700 2007-10-01 26.072747692271300 2007-11-01 25.982168451597800 2007-12-01 25.948608009089800 2008-01-01 26.303899346422200 2008-02-01 25.951428982053297 2008-03-01 26.001152639893800 2008-04-01 25.692478410297102 2008-05-01 25.731215919423104 2008-06-01 25.564030830898500 2008-07-01 25.593639438571100 2008-08-01 25.676539921992397 2008-09-01 25.543025983339500 2008-10-01 26.070005895628700 2008-11-01 25.883163133763500 2008-12-01 25.874014139012900 2009-01-01 25.947263350250100 2009-02-01 26.062008780377003 2009-03-01 26.101355095475000 2009-04-01 26.384317984622600 2009-05-01 26.444209028381000 2009-06-01 26.737821776930197 2009-07-01 26.661956621365700 2009-08-01 26.628331988513400 2009-09-01 26.753342972277604 2009-10-01 26.774549979272400 2009-11-01 26.797243710259300 2009-12-01 26.791901798168503 2010-01-01 26.693718845286800 2010-02-01 26.786606203878602 2010-03-01 26.921605706798395 2010-04-01 26.559140816772800 2010-05-01 26.544440625770697 2010-06-01 26.489219836879700 2010-07-01 26.422689894289800 2010-08-01 26.368813389302100 2010-09-01 26.474780924896496 2010-10-01 26.396254824727503 2010-11-01 26.544765271205200 2010-12-01 26.411753920122000 2011-01-01 26.319178605938202 2011-02-01 26.005795125548502 2011-03-01 26.326383331876700 2011-04-01 26.447545131771900 2011-05-01 26.429096354030200 2011-06-01 26.538319241490196 2011-07-01 26.703908875288402 2011-08-01 26.714670983305396 2011-09-01 26.693587011165103 2011-10-01 26.720964040482800 2011-11-01 26.600008836401200 2011-12-01 26.614550151389400 2012-01-01 26.918634189334500 2012-02-01 27.334071667183300 2012-03-01 26.647581237448897 2012-04-01 27.245490624721700 2012-05-01 27.100503828746400 2012-06-01 27.086003863275700 2012-07-01 27.092712784364400 2012-08-01 27.069415819066800 2012-09-01 27.021101806027303 2012-10-01 27.132873031225100 2012-11-01 27.153764999381300 2012-12-01 27.320788191810998 2013-01-01 27.096552443483702 2013-02-01 27.159544919098202 2013-03-01 27.160720845347400 2013-04-01 27.055808123906104 2013-05-01 27.058769574567800 2013-06-01 27.054940570334896 2013-07-01 27.493623524718200 2013-08-01 27.252781879710003 2013-09-01 27.054433460534900 2013-10-01 26.830062219329600 2013-11-01 26.868183198398498 2013-12-01 26.508584843466895 2014-01-01 27.375217972610503 2014-02-01 26.988979491918897 2014-03-01 26.990217004950300 2014-04-01 26.870191173952303 2014-05-01 26.918487377823000 2014-06-01 27.044629729153600 2014-07-01 26.685932031083700 2014-08-01 26.753668664648700 2014-09-01 26.769529420458998 2014-10-01 26.731404544972800 2014-11-01 26.567361356197800 2014-12-01 26.094979834875897 2015-01-01 26.850227561899400 2015-02-01 26.601933268558500 2015-03-01 26.615209925545898 2015-04-01 26.682877370096698 2015-05-01 26.806856660738898 2015-06-01 26.866327930010200 2015-07-01 26.764134756657000 2015-08-01 26.771270827044500 2015-09-01 26.756199033817200 2015-10-01 27.027643398070303 2015-11-01 27.058406731441803 2015-12-01 26.987066484772500 2016-01-01 26.918254327345100 2016-02-01 26.904341301554000 2016-03-01 26.945094365204000 2016-04-01 26.886116291126300 2016-05-01 27.024789126702800 2016-06-01 26.920100082298397 2016-07-01 27.023022177650500 2016-08-01 26.988876308653804 2016-09-01 26.928695606043302 2016-10-01 27.013825069764600 2016-11-01 27.147963017838503 2016-12-01 26.988016142111697 2017-01-01 26.779658976306100 2017-02-01 26.888462043380700 2017-03-01 26.674422902651200 2017-04-01 27.099351919243500 2017-05-01 27.175129558442197 2017-06-01 27.094361621771803 2017-07-01 26.960837056038898 2017-08-01 26.989910344304104 2017-09-01 27.093230442877100 2017-10-01 26.891294603332803 2017-11-01 26.948100387305800 2017-12-01 27.095816267612000 2018-01-01 27.041588290205397 2018-02-01 27.071362422658200 2018-03-01 26.992635066692700 2018-04-01 27.022233027532500 2018-05-01 26.741269720758600 2018-06-01 26.762255042345300 2018-07-01 26.899542536753103 2018-08-01 26.770475935058400 2018-09-01 26.760143408567400 2018-10-01 26.568000215504103 2018-11-01 26.446856542325100 2018-12-01 26.515369651208200 2019-01-01 26.708355069005698 2019-02-01 26.748934649582600 2019-03-01 26.807601979661000 2019-04-01 26.861026136741200 2019-05-01 26.816048914997300 2019-06-01 26.711977654340100 2019-07-01 26.741071904429300 2019-08-01 26.722803264685002 2019-09-01 26.829299794265400 2019-10-01 26.938370206896500 2019-11-01 27.156950547982900 2019-12-01 26.852266445625800 2020-01-01 26.683673181522998 2020-02-01 26.650275102548800 2020-03-01 26.226088940379000 2020-04-01 22.084085108096300 2020-05-01 22.354810089318498 2020-06-01 24.028866324652600 2020-07-01 24.510648011101303 2020-08-01 24.979910718419700 2020-09-01 25.025335715901900 2020-10-01 24.807970570273000 2020-11-01 24.737285420984396 2020-12-01 24.683607036756502 2021-01-01 25.185229624643803 2021-02-01 25.168375650792605 2021-03-01 25.357831987401400 2021-04-01 25.200573082841700 2021-05-01 25.059821611529200 2021-06-01 25.123718962154500 2021-07-01 25.092881460004300 2021-08-01 24.933269282080804 2021-09-01 24.823534765578800 2021-10-01 24.894589924528603 2021-11-01 24.922662995146400 2021-12-01 24.711036206759502 2022-01-01 24.806558821499802 2022-02-01 24.902914978235604 2022-03-01 24.882108747059004 2022-04-01 24.887327406356000 2022-05-01 24.938756528277100 2022-06-01 24.999865375172200 2022-07-01 25.196950207829900 2022-08-01 25.408109256163300 2022-09-01 25.727531734103398 2022-10-01 25.398053537731900 2022-11-01 25.399796915892896 2022-12-01 25.528889055173803 2023-01-01 25.535647833781600 2023-02-01 25.526836512540196 2023-03-01 25.604485463080696 2023-04-01 25.864003845880603 2023-05-01 26.019759716161800 2023-06-01 26.182355965948500 2023-07-01 26.001761327840600 2023-08-01 26.087374605705300 2023-09-01 26.121204231221200 2023-10-01 26.210392265346500 2023-11-01 26.396793148509303 2023-12-01 26.438514533887300 2024-01-01 26.157581164517600 2024-02-01 26.544099327361003 2024-03-01 26.617226167089200 2024-04-01 26.735144103647400