Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Beaumont-Port Arthur, TX (MSA)

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 2024-07-01
Last Updated 2024-08-17 5:32 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 17.790576832966200
1990-02-01 17.797641539340397
1990-03-01 18.082616539220897
1990-04-01 17.651967324441300
1990-05-01 17.630391019301300
1990-06-01 17.760712068273600
1990-07-01 17.937843946727604
1990-08-01 18.000862746489197
1990-09-01 18.205745680474397
1990-10-01 18.301358391178102
1990-11-01 18.235748033846800
1990-12-01 18.213956984692800
1991-01-01 17.885924473414900
1991-02-01 18.094742225218300
1991-03-01 18.177910364419898
1991-04-01 18.445860540751898
1991-05-01 18.522114167716698
1991-06-01 18.667836707837000
1991-07-01 18.946016928151200
1991-08-01 19.007278300451897
1991-09-01 18.707050471046500
1991-10-01 18.505888600961400
1991-11-01 18.731912966464800
1991-12-01 19.324041252292698
1992-01-01 19.675876538066900
1992-02-01 19.794872694787102
1992-03-01 19.671431271578300
1992-04-01 19.635272610012200
1992-05-01 19.703565963228100
1992-06-01 19.777438875183000
1992-07-01 19.858657302021697
1992-08-01 20.008310120385000
1992-09-01 20.116816198829103
1992-10-01 20.117578492927603
1992-11-01 20.128282333180600
1992-12-01 20.138798022311600
1993-01-01 20.262912710524400
1993-02-01 20.285685379047397
1993-03-01 20.359902711359100
1993-04-01 20.428105789279500
1993-05-01 20.587160812504198
1993-06-01 20.685327595479300
1993-07-01 20.777625117074700
1993-08-01 20.913501709828104
1993-09-01 20.925049516434200
1993-10-01 20.925284648252603
1993-11-01 21.015857101257502
1993-12-01 21.058557849887897
1994-01-01 21.043481501083200
1994-02-01 21.078936276770400
1994-03-01 21.049938390676600
1994-04-01 21.025151684445700
1994-05-01 20.880150217746900
1994-06-01 20.691988295521000
1994-07-01 20.493196088555600
1994-08-01 20.615814538977197
1994-09-01 20.839035778577400
1994-10-01 20.934125939101698
1994-11-01 20.995288596009400
1994-12-01 20.963376123482000
1995-01-01 21.028227361684200
1995-02-01 21.067489542067700
1995-03-01 21.238016342432800
1995-04-01 21.529175468602702
1995-05-01 21.493665119753604
1995-06-01 21.505259711902600
1995-07-01 21.613556768633900
1995-08-01 21.522119591250800
1995-09-01 21.340262826964400
1995-10-01 21.128625625950400
1995-11-01 21.164066227158000
1995-12-01 21.255928345885600
1996-01-01 21.312530125308303
1996-02-01 21.365950961129602
1996-03-01 21.332651098712603
1996-04-01 21.440696469619397
1996-05-01 21.827544084815300
1996-06-01 21.821179402440400
1996-07-01 21.727193000872397
1996-08-01 21.821096079352603
1996-09-01 21.835108917296000
1996-10-01 21.915225202578900
1996-11-01 22.039241634149498
1996-12-01 22.035567342384702
1997-01-01 22.197878577479000
1997-02-01 22.259706015757400
1997-03-01 22.531321597250900
1997-04-01 22.361620734280400
1997-05-01 22.374699619704200
1997-06-01 22.438911561774997
1997-07-01 22.551548046850800
1997-08-01 22.509485107564398
1997-09-01 22.612338741807104
1997-10-01 22.697331440221400
1997-11-01 22.816615476361700
1997-12-01 22.810163998505400
1998-01-01 22.688742845859498
1998-02-01 22.663642042169600
1998-03-01 22.832873318137604
1998-04-01 22.583338613118300
1998-05-01 22.519656830292696
1998-06-01 22.360354178268800
1998-07-01 22.263847404902100
1998-08-01 22.293667255413197
1998-09-01 22.182177634811897
1998-10-01 22.083391805114797
1998-11-01 22.003718741890502
1998-12-01 22.087081436353103
1999-01-01 22.695083524013900
1999-02-01 21.666709160368700
1999-03-01 21.535799607484100
1999-04-01 21.398509125639603
1999-05-01 21.246462539064602
1999-06-01 21.284652466220000
1999-07-01 21.272528208103000
1999-08-01 21.168820731214602
1999-09-01 21.242136274888600
1999-10-01 21.282162243328397
1999-11-01 21.101234742188000
1999-12-01 21.075508855243800
2000-01-01 21.317519279818896
2000-02-01 21.278241549304000
2000-03-01 21.334078222939800
2000-04-01 21.407204908526400
2000-05-01 21.448436191073700
2000-06-01 21.603776354825600
2000-07-01 21.558572370388397
2000-08-01 21.741848996858398
2000-09-01 21.408238490715398
2000-10-01 21.996133232160200
2000-11-01 22.019994962031898
2000-12-01 21.979170246268396
2001-01-01 21.846192272789303
2001-02-01 21.780279685839800
2001-03-01 21.823015262722397
2001-04-01 21.911283656756700
2001-05-01 21.936676364142500
2001-06-01 21.919873371019000
2001-07-01 21.939553332279700
2001-08-01 21.910546119226797
2001-09-01 21.981250195592800
2001-10-01 22.129851102360803
2001-11-01 22.240017985215100
2001-12-01 22.281978007383298
2002-01-01 22.379427798259200
2002-02-01 22.481502804779602
2002-03-01 22.395979046314500
2002-04-01 22.411479015983100
2002-05-01 22.424240562829798
2002-06-01 22.437391135081200
2002-07-01 22.519425243476800
2002-08-01 22.591948798810897
2002-09-01 22.671034617607198
2002-10-01 22.558938352968198
2002-11-01 22.552045231193000
2002-12-01 22.479324884284800
2003-01-01 22.502625255692000
2003-02-01 22.578303522164102
2003-03-01 22.565783723022104
2003-04-01 23.112486630756997
2003-05-01 23.021292085023603
2003-06-01 22.951376039036997
2003-07-01 23.120454489395400
2003-08-01 22.879423915493998
2003-09-01 22.769121320354902
2003-10-01 22.678019939153000
2003-11-01 22.646337645558500
2003-12-01 22.568159661834102
2004-01-01 23.016480378946100
2004-02-01 22.978894608347200
2004-03-01 23.037801106856104
2004-04-01 23.023947135340600
2004-05-01 23.024029829610800
2004-06-01 23.049854169836200
2004-07-01 23.337653672654600
2004-08-01 23.278937513836603
2004-09-01 23.375982857935500
2004-10-01 23.281300183647200
2004-11-01 23.330701304676598
2004-12-01 23.354281461359000
2005-01-01 23.314498372511803
2005-02-01 23.385727422819900
2005-03-01 23.426277575149400
2005-04-01 23.236938424318300
2005-05-01 23.128481756169100
2005-06-01 23.132501223276700
2005-07-01 23.160713324678103
2005-08-01 23.285559285257000
2005-09-01 23.285084051186800
2005-10-01 20.681253869030100
2005-11-01 21.812562105402304
2005-12-01 21.838225158793996
2006-01-01 21.807981205584397
2006-02-01 21.698641719859500
2006-03-01 21.721273994089497
2006-04-01 21.856144156338300
2006-05-01 21.825604543323802
2006-06-01 21.905056791600200
2006-07-01 21.776916337960700
2006-08-01 21.598311714369302
2006-09-01 21.902210395503000
2006-10-01 22.068769931619002
2006-11-01 22.201664931858800
2006-12-01 22.232779644703900
2007-01-01 22.293181164005297
2007-02-01 22.410757389048300
2007-03-01 22.440427721760102
2007-04-01 22.363388434951602
2007-05-01 22.515713774010802
2007-06-01 22.776602674508300
2007-07-01 22.580538729185300
2007-08-01 22.812073671220396
2007-09-01 22.912329627389700
2007-10-01 22.856930265797600
2007-11-01 22.998061583363000
2007-12-01 22.941800505279303
2008-01-01 22.584239659976102
2008-02-01 22.818616141389800
2008-03-01 22.859323696931800
2008-04-01 22.964370670181104
2008-05-01 23.006842012744798
2008-06-01 22.962989300362100
2008-07-01 22.865981897308900
2008-08-01 22.921230584592600
2008-09-01 22.411616231645700
2008-10-01 22.547417938407897
2008-11-01 22.506680331936700
2008-12-01 22.650852059189300
2009-01-01 22.780523607962000
2009-02-01 22.824989878590003
2009-03-01 22.988065407467900
2009-04-01 22.843294241416398
2009-05-01 23.004657329024500
2009-06-01 23.067043334757000
2009-07-01 23.144078731497900
2009-08-01 23.126433483404200
2009-09-01 23.098626876155200
2009-10-01 23.348799854824200
2009-11-01 23.312268282882500
2009-12-01 23.361883873616700
2010-01-01 23.487031771290603
2010-02-01 23.517159262207400
2010-03-01 23.401653433895003
2010-04-01 23.516926248937803
2010-05-01 23.514988271687500
2010-06-01 23.495056106465803
2010-07-01 23.425492781185397
2010-08-01 23.226159768704600
2010-09-01 23.594830650737300
2010-10-01 23.444307357131300
2010-11-01 23.403662955995700
2010-12-01 23.269474841446500
2011-01-01 23.190140981477604
2011-02-01 23.105837138374600
2011-03-01 23.122274657982302
2011-04-01 23.076573113852803
2011-05-01 22.921557667336900
2011-06-01 22.933779324109900
2011-07-01 23.030720799268398
2011-08-01 22.926047950853500
2011-09-01 23.002207666125397
2011-10-01 22.842660546590000
2011-11-01 22.671036418844400
2011-12-01 22.764797097331700
2012-01-01 22.599203456165300
2012-02-01 22.490857890795700
2012-03-01 22.429259233093700
2012-04-01 22.453024021525003
2012-05-01 22.421247177448300
2012-06-01 22.473308126737500
2012-07-01 22.348099363739500
2012-08-01 22.329873195679998
2012-09-01 22.319907577533897
2012-10-01 22.039766652382003
2012-11-01 22.031747032396000
2012-12-01 21.845400218138600
2013-01-01 21.803951115821500
2013-02-01 21.885296733774600
2013-03-01 21.734516549912200
2013-04-01 21.643337815763303
2013-05-01 21.513547625601300
2013-06-01 21.392459030058898
2013-07-01 21.474302986066600
2013-08-01 21.436590844534198
2013-09-01 21.242850839543800
2013-10-01 21.339830463408700
2013-11-01 21.394578560332000
2013-12-01 21.313934196845697
2014-01-01 21.517622244168102
2014-02-01 21.480581885321900
2014-03-01 21.529382825047804
2014-04-01 21.659568691809397
2014-05-01 21.611826869798698
2014-06-01 21.489715239765600
2014-07-01 21.580469119740300
2014-08-01 21.543164926317600
2014-09-01 21.774446484872104
2014-10-01 22.229257000086400
2014-11-01 22.074860399642898
2014-12-01 22.191371993485700
2015-01-01 22.125502662186605
2015-02-01 22.177300836969800
2015-03-01 22.234232000384000
2015-04-01 22.279221395729998
2015-05-01 22.509929104912800
2015-06-01 22.477755897996897
2015-07-01 22.378813946678700
2015-08-01 22.440445546656605
2015-09-01 22.498327349419398
2015-10-01 22.819621467831897
2015-11-01 22.565648315971497
2015-12-01 22.568738691075200
2016-01-01 22.644158822035800
2016-02-01 22.572526149883000
2016-03-01 22.641687553364200
2016-04-01 22.502003104067803
2016-05-01 22.411534427729700
2016-06-01 22.468136058930696
2016-07-01 22.365854240641800
2016-08-01 22.335884790135100
2016-09-01 22.612667692519697
2016-10-01 22.300853942727500
2016-11-01 22.267340918095100
2016-12-01 22.263260781981202
2017-01-01 21.948508287034603
2017-02-01 21.862833241998000
2017-03-01 21.753340988861300
2017-04-01 21.619942258386000
2017-05-01 21.526030457875100
2017-06-01 21.763011381222500
2017-07-01 21.660654239451700
2017-08-01 21.731339005902900
2017-09-01 21.322087438896800
2017-10-01 21.172296957930100
2017-11-01 21.066864392563300
2017-12-01 21.053759692115400
2018-01-01 21.147801855799802
2018-02-01 21.250408616529300
2018-03-01 21.259506852302700
2018-04-01 21.736341117158297
2018-05-01 21.559631763804003
2018-06-01 21.470673815818300
2018-07-01 21.555485740081302
2018-08-01 21.635523921282100
2018-09-01 21.729118756408100
2018-10-01 21.330998999344100
2018-11-01 21.358117103273603
2018-12-01 21.357075039270100
2019-01-01 21.322004150580000
2019-02-01 21.436576243565700
2019-03-01 21.468080429549800
2019-04-01 21.549910718621300
2019-05-01 21.597978044788800
2019-06-01 21.396172910170897
2019-07-01 21.459923055173500
2019-08-01 21.546465085328396
2019-09-01 21.625622066026100
2019-10-01 21.990303281056700
2019-11-01 21.842572405997000
2019-12-01 21.745907826183400
2020-01-01 21.889642077861200
2020-02-01 21.935683656680700
2020-03-01 21.877134327238000
2020-04-01 19.361301216148000
2020-05-01 20.234425092082300
2020-06-01 20.522520009296500
2020-07-01 20.369703963285800
2020-08-01 20.467047903898802
2020-09-01 20.510729299854000
2020-10-01 20.853331543623800
2020-11-01 20.821652462979700
2020-12-01 21.046931843960103
2021-01-01 21.251239246428000
2021-02-01 20.935550805048400
2021-03-01 21.086908848889397
2021-04-01 20.978218402627302
2021-05-01 20.870139833998397
2021-06-01 20.732615373448300
2021-07-01 21.175632295557000
2021-08-01 20.983843344393000
2021-09-01 20.990038855606400
2021-10-01 20.931783498078000
2021-11-01 20.912228212915398
2021-12-01 20.839655875802200
2022-01-01 20.827125249146200
2022-02-01 20.847920015533700
2022-03-01 20.792322385719000
2022-04-01 20.788966573885600
2022-05-01 20.896368830345498
2022-06-01 20.930521948092000
2022-07-01 21.169962391061400
2022-08-01 21.194211195411200
2022-09-01 21.367083956313397
2022-10-01 21.327645435513800
2022-11-01 21.410156125543700
2022-12-01 21.448342134988803
2023-01-01 21.514694373970400
2023-02-01 21.451695857889200
2023-03-01 21.501267996461397
2023-04-01 21.698005912853000
2023-05-01 21.799756325829700
2023-06-01 21.626303891783000
2023-07-01 21.559267785815500
2023-08-01 21.593094743778500
2023-09-01 21.647087424984500
2023-10-01 21.740397215295100
2023-11-01 21.816885275480600
2023-12-01 21.856491101874600
2024-01-01 22.012940831621000
2024-02-01 22.158182129585800
2024-03-01 22.207642717954100
2024-04-01 22.193156736364003
2024-05-01 22.288064406092400
2024-06-01 22.424648275125800
2024-07-01 22.455010996565400

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