Title: All Employees: Education and Health Services: Private Education and Health Services in Beaumont-Port Arthur, TX (MSA) Series ID: BEAU148EDUH 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 2024-03-01 Last Updated: 2024-04-20 6:14 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/BEAU148EDUHN). 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 17.790576606878200 1990-02-01 17.797641259923900 1990-03-01 18.082616109382400 1990-04-01 17.651966942734603 1990-05-01 17.630390786666897 1990-06-01 17.760712014115900 1990-07-01 17.937844410657497 1990-08-01 18.000862995912100 1990-09-01 18.205745862695103 1990-10-01 18.301359096762700 1990-11-01 18.235748303706000 1990-12-01 18.213957004018300 1991-01-01 17.885924182737500 1991-02-01 18.094741710164897 1991-03-01 18.177909649428898 1991-04-01 18.445859953513600 1991-05-01 18.522113892960700 1991-06-01 18.667836722171103 1991-07-01 18.946018027901500 1991-08-01 19.007278608118103 1991-09-01 18.707050762224696 1991-10-01 18.505889439784300 1991-11-01 18.731913396713600 1991-12-01 19.324041277276198 1992-01-01 19.675875939330698 1992-02-01 19.794871634422800 1992-03-01 19.671430326860500 1992-04-01 19.635271311116398 1992-05-01 19.703565602160400 1992-06-01 19.777438612214603 1992-07-01 19.858661782743898 1992-08-01 20.008309530023602 1992-09-01 20.116815229639602 1992-10-01 20.117580333983103 1992-11-01 20.128284245125400 1992-12-01 20.138796631717998 1993-01-01 20.262911096086200 1993-02-01 20.285683870953300 1993-03-01 20.359901269180700 1993-04-01 20.428102545426700 1993-05-01 20.587159142790500 1993-06-01 20.685331364160300 1993-07-01 20.777632322343000 1993-08-01 20.913501249330896 1993-09-01 20.925049285757000 1993-10-01 20.925288424560000 1993-11-01 21.015859272490500 1993-12-01 21.058552020517197 1994-01-01 21.043475246652800 1994-02-01 21.078931363736398 1994-03-01 21.049940280018802 1994-04-01 21.025146198866000 1994-05-01 20.880147477576102 1994-06-01 20.691996922068700 1994-07-01 20.493207544858700 1994-08-01 20.615817695363300 1994-09-01 20.839040971632603 1994-10-01 20.934134331489602 1994-11-01 20.995289125899000 1994-12-01 20.963359157295000 1995-01-01 21.028207815368300 1995-02-01 21.067474478366500 1995-03-01 21.238028742080502 1995-04-01 21.529169034885804 1995-05-01 21.493662292971397 1995-06-01 21.505273678863897 1995-07-01 21.613573034383700 1995-08-01 21.522131771891200 1995-09-01 21.340278074526104 1995-10-01 21.128645894961000 1995-11-01 21.164081173441900 1995-12-01 21.255892901483500 1996-01-01 21.312434992864198 1996-02-01 21.365945740929500 1996-03-01 21.332685071337398 1996-04-01 21.440694546159197 1996-05-01 21.827542708889100 1996-06-01 21.821198447762700 1996-07-01 21.727215806606400 1996-08-01 21.821117952555600 1996-09-01 21.835134368677500 1996-10-01 21.915264527526500 1996-11-01 22.039277579257900 1996-12-01 22.035524163055700 1997-01-01 22.197661214856700 1997-02-01 22.259722100139104 1997-03-01 22.531379593517602 1997-04-01 22.361628864613700 1997-05-01 22.374702251055602 1997-06-01 22.438937943826500 1997-07-01 22.551574478705803 1997-08-01 22.509513190264300 1997-09-01 22.612369158440000 1997-10-01 22.697384047324200 1997-11-01 22.816699183905300 1997-12-01 22.810107199204303 1998-01-01 22.688402001072898 1998-02-01 22.663681191673800 1998-03-01 22.832947912250400 1998-04-01 22.583358871673898 1998-05-01 22.519666920621500 1998-06-01 22.360385759479900 1998-07-01 22.263875162626200 1998-08-01 22.293695716173502 1998-09-01 22.182208392956200 1998-10-01 22.083450254294200 1998-11-01 22.003835550324897 1998-12-01 22.087022736528898 1999-01-01 22.694684028760900 1999-02-01 21.666751932901896 1999-03-01 21.535874764226197 1999-04-01 21.398537688133600 1999-05-01 21.246480313277400 1999-06-01 21.284685188696000 1999-07-01 21.272554716406000 1999-08-01 21.168844586137396 1999-09-01 21.242160415000200 1999-10-01 21.282215611167200 1999-11-01 21.101381237540200 1999-12-01 21.075447637020897 2000-01-01 21.317120673091700 2000-02-01 21.278286938987000 2000-03-01 21.334141643000603 2000-04-01 21.407236274680802 2000-05-01 21.448456856623700 2000-06-01 21.603804427673800 2000-07-01 21.558595030180896 2000-08-01 21.741860544900200 2000-09-01 21.408252576143500 2000-10-01 21.996178809034200 2000-11-01 22.020128543628100 2000-12-01 21.979129856051504 2001-01-01 21.845872527336800 2001-02-01 21.780314787661702 2001-03-01 21.823058277169000 2001-04-01 21.911311159166800 2001-05-01 21.936692089956303 2001-06-01 21.919886370122400 2001-07-01 21.939572180240603 2001-08-01 21.910536450351100 2001-09-01 21.981250449147300 2001-10-01 22.129883090685100 2001-11-01 22.240137091402897 2001-12-01 22.281953435908400 2002-01-01 22.379238453495997 2002-02-01 22.481519553429500 2002-03-01 22.396009458451200 2002-04-01 22.411496381902400 2002-05-01 22.424243257688303 2002-06-01 22.437383486708104 2002-07-01 22.519434531982604 2002-08-01 22.591903472758100 2002-09-01 22.670987042350397 2002-10-01 22.559022273331102 2002-11-01 22.552127321148700 2002-12-01 22.479323534851797 2003-01-01 22.502570115366800 2003-02-01 22.578302282810000 2003-03-01 22.565805583936100 2003-04-01 23.112489321949102 2003-05-01 23.021278709845000 2003-06-01 22.951343831650300 2003-07-01 23.120451184502800 2003-08-01 22.879343489596800 2003-09-01 22.769028596870900 2003-10-01 22.678164201042500 2003-11-01 22.646406359919702 2003-12-01 22.568176843926200 2004-01-01 23.016495984575602 2004-02-01 22.978896854451104 2004-03-01 23.037824158165805 2004-04-01 23.023933551964603 2004-05-01 23.023997445828098 2004-06-01 23.049823665437300 2004-07-01 23.337623146733304 2004-08-01 23.278827764663500 2004-09-01 23.375849789701600 2004-10-01 23.281512264564300 2004-11-01 23.330758288393200 2004-12-01 23.354322069983898 2005-01-01 23.314532769717000 2005-02-01 23.385739379958400 2005-03-01 23.426297039295697 2005-04-01 23.236913192857102 2005-05-01 23.128438948032397 2005-06-01 23.132481595754500 2005-07-01 23.160664823108696 2005-08-01 23.285438432456400 2005-09-01 23.284947564499998 2005-10-01 20.681469424384900 2005-11-01 21.812628483686500 2005-12-01 21.838272688425604 2006-01-01 21.808016869247500 2006-02-01 21.698654209475396 2006-03-01 21.721290686274900 2006-04-01 21.856112131948900 2006-05-01 21.825559894564400 2006-06-01 21.905063267798802 2006-07-01 21.776853627926503 2006-08-01 21.598195304113100 2006-09-01 21.902073343784398 2006-10-01 22.068983080567600 2006-11-01 22.201728216171100 2006-12-01 22.232822585218898 2007-01-01 22.293211149443300 2007-02-01 22.410766929664103 2007-03-01 22.440432276321303 2007-04-01 22.363356212640200 2007-05-01 22.515678481288198 2007-06-01 22.776624066832000 2007-07-01 22.580480098820000 2007-08-01 22.811983241709300 2007-09-01 22.912236395207300 2007-10-01 22.857077097420500 2007-11-01 22.998112846649800 2007-12-01 22.941835597480400 2008-01-01 22.584260563788700 2008-02-01 22.818621413091996 2008-03-01 22.859320924706200 2008-04-01 22.964342728262896 2008-05-01 23.006816622332696 2008-06-01 22.963025915419700 2008-07-01 22.865931172417200 2008-08-01 22.921173168794397 2008-09-01 22.411570711092000 2008-10-01 22.547495871638397 2008-11-01 22.506711572289400 2008-12-01 22.650875186844303 2009-01-01 22.780537204222803 2009-02-01 22.824991222842897 2009-03-01 22.988056829639696 2009-04-01 22.843275348246003 2009-05-01 23.004643323508603 2009-06-01 23.067071703115800 2009-07-01 23.144051992966800 2009-08-01 23.126405757994900 2009-09-01 23.098630637643900 2009-10-01 23.348809945584000 2009-11-01 23.312282713614398 2009-12-01 23.361896628792600 2010-01-01 23.487038196678600 2010-02-01 23.517157015744600 2010-03-01 23.401647793142300 2010-04-01 23.516914945060000 2010-05-01 23.514980463219700 2010-06-01 23.495072814066802 2010-07-01 23.425483860415696 2010-08-01 23.226147325280298 2010-09-01 23.594849362258600 2010-10-01 23.444308860230198 2010-11-01 23.403665141746500 2010-12-01 23.269476819004000 2011-01-01 23.190141651782900 2011-02-01 23.105832675722500 2011-03-01 23.122267290970303 2011-04-01 23.076564334000803 2011-05-01 22.921550350466500 2011-06-01 22.933783594165202 2011-07-01 23.030715983355197 2011-08-01 22.926063433389896 2011-09-01 23.002235879740702 2011-10-01 22.842656667002500 2011-11-01 22.671032795602997 2011-12-01 22.764793920029000 2012-01-01 22.599200165791697 2012-02-01 22.490852609170698 2012-03-01 22.429250165709600 2012-04-01 22.453010879952900 2012-05-01 22.421230955228502 2012-06-01 22.473311420493600 2012-07-01 22.348085506924100 2012-08-01 22.329916004828200 2012-09-01 22.319942561411400 2012-10-01 22.039766539221700 2012-11-01 22.031741651769000 2012-12-01 21.845396300289803 2013-01-01 21.803947807501100 2013-02-01 21.885293422717200 2013-03-01 21.734504481612100 2013-04-01 21.643313688260600 2013-05-01 21.513514156726700 2013-06-01 21.392453712527400 2013-07-01 21.474274864019900 2013-08-01 21.436653661415800 2013-09-01 21.242924639210397 2013-10-01 21.339832765964800 2013-11-01 21.394568503153103 2013-12-01 21.313931348074103 2014-01-01 21.517622861623803 2014-02-01 21.480576915821100 2014-03-01 21.529367203485400 2014-04-01 21.659544235310804 2014-05-01 21.611797049497700 2014-06-01 21.489604553530103 2014-07-01 21.580472760009304 2014-08-01 21.543253783227200 2014-09-01 21.774556714768100 2014-10-01 22.229259685296803 2014-11-01 22.074852145284200 2014-12-01 22.191377699774197 2015-01-01 22.125520134919896 2015-02-01 22.177320288264102 2015-03-01 22.234230155988000 2015-04-01 22.279145720956897 2015-05-01 22.509887804447900 2015-06-01 22.477517833653497 2015-07-01 22.378821744802604 2015-08-01 22.440530352684604 2015-09-01 22.498600568468200 2015-10-01 22.819611193433200 2015-11-01 22.565638933385600 2015-12-01 22.568761600543198 2016-01-01 22.644200166245398 2016-02-01 22.572561341120000 2016-03-01 22.641669952404104 2016-04-01 22.501841987304896 2016-05-01 22.411455444168800 2016-06-01 22.467755548415800 2016-07-01 22.365910012723198 2016-08-01 22.336029622040200 2016-09-01 22.613175490024200 2016-10-01 22.300700582940802 2016-11-01 22.267387039977198 2016-12-01 22.263308433583300 2017-01-01 21.948568746179298 2017-02-01 21.862862130236802 2017-03-01 21.753335051915002 2017-04-01 21.619542707518395 2017-05-01 21.526157087839200 2017-06-01 21.762002804764800 2017-07-01 21.661014122262000 2017-08-01 21.731705295958800 2017-09-01 21.322868321913300 2017-10-01 21.171915720183400 2017-11-01 21.067100911276103 2017-12-01 21.054066847440200 2018-01-01 21.147296790169400 2018-02-01 21.250590495005700 2018-03-01 21.259616847503000 2018-04-01 21.735688293574900 2018-05-01 21.559039547326698 2018-06-01 21.469521476665200 2018-07-01 21.556908304976698 2018-08-01 21.635945497861098 2018-09-01 21.730082890443200 2018-10-01 21.330651119365200 2018-11-01 21.358703509285800 2018-12-01 21.357614232625500 2019-01-01 21.320822872088300 2019-02-01 21.436579184250300 2019-03-01 21.467700437153500 2019-04-01 21.548368219223300 2019-05-01 21.596365211231200 2019-06-01 21.395301666332898 2019-07-01 21.463228975720998 2019-08-01 21.547920340606400 2019-09-01 21.627394159973303 2019-10-01 21.990315070537400 2019-11-01 21.843278348286802 2019-12-01 21.746267769980502 2020-01-01 21.887055348265400 2020-02-01 21.934582257806300 2020-03-01 21.875405060832000 2020-04-01 19.358879808245900 2020-05-01 20.228722767496800 2020-06-01 20.524398970982400 2020-07-01 20.377109815794200 2020-08-01 20.471644532813400 2020-09-01 20.514289305411400 2020-10-01 20.853798050741002 2020-11-01 20.821846297626802 2020-12-01 21.045811056925000 2021-01-01 21.245959283286700 2021-02-01 20.930436318777300 2021-03-01 21.086227206967898 2021-04-01 20.971213469581603 2021-05-01 20.856843663613700 2021-06-01 20.742000975961400 2021-07-01 21.191616100618200 2021-08-01 20.994271602957700 2021-09-01 20.996138229070603 2021-10-01 20.931849276290800 2021-11-01 20.909364937778500 2021-12-01 20.834493716040498 2022-01-01 20.817400904844100 2022-02-01 20.837431474041500 2022-03-01 20.792185154838200 2022-04-01 20.778286488617603 2022-05-01 20.878702199534000 2022-06-01 20.950200345573800 2022-07-01 21.195034399554900 2022-08-01 21.210141081818200 2022-09-01 21.375058483534400 2022-10-01 21.326516718524000 2022-11-01 21.403174053659900 2022-12-01 21.438127005210700 2023-01-01 21.500569519460600 2023-02-01 21.435045519546100 2023-03-01 21.502270124653602 2023-04-01 21.682932373034600 2023-05-01 21.781597700322500 2023-06-01 21.656218924845400 2023-07-01 21.592691822393302 2023-08-01 21.613573376062003 2023-09-01 21.656248811170602 2023-10-01 21.737260537923397 2023-11-01 21.804763954282603 2023-12-01 21.840551553154400 2024-01-01 21.994612258246800 2024-02-01 22.136603672471200 2024-03-01 22.107520855343300