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 2024-10-01
Last Updated 2024-11-20 4:48 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 17.790576521357302
1990-02-01 17.797641153201400
1990-03-01 18.082615947936002
1990-04-01 17.651966799910603
1990-05-01 17.630390701192500
1990-06-01 17.760711997116600
1990-07-01 17.937844588725300
1990-08-01 18.000863092349600
1990-09-01 18.205745931261700
1990-10-01 18.301359357647800
1990-11-01 18.235748401094700
1990-12-01 18.213957009015697
1991-01-01 17.885924072188100
1991-02-01 18.094741514948000
1991-03-01 18.177909380559100
1991-04-01 18.445859733241000
1991-05-01 18.522113792338700
1991-06-01 18.667836732928800
1991-07-01 18.946018447579500
1991-08-01 19.007278728590300
1991-09-01 18.707050870953300
1991-10-01 18.505889747086800
1991-11-01 18.731913549482698
1991-12-01 19.324041281663700
1992-01-01 19.675875712260300
1992-02-01 19.794871236042500
1992-03-01 19.671429973847100
1992-04-01 19.635270826610800
1992-05-01 19.703565467911197
1992-06-01 19.777438516250000
1992-07-01 19.858663492246603
1992-08-01 20.008309312212500
1992-09-01 20.116814867861198
1992-10-01 20.117581008355900
1992-11-01 20.128284918267102
1992-12-01 20.138796106752000
1993-01-01 20.262910493408100
1993-02-01 20.285683313285700
1993-03-01 20.359900741577100
1993-04-01 20.428101346563900
1993-05-01 20.587158538242498
1993-06-01 20.685332741044700
1993-07-01 20.777635075940896
1993-08-01 20.913501071551103
1993-09-01 20.925049188665200
1993-10-01 20.925289805337800
1993-11-01 21.015860010999898
1993-12-01 21.058549846750600
1994-01-01 21.043472929819200
1994-02-01 21.078929552738900
1994-03-01 21.049941049192200
1994-04-01 21.025144147458104
1994-05-01 20.880146454835000
1994-06-01 20.692000049651000
1994-07-01 20.493211904126802
1994-08-01 20.615818879599498
1994-09-01 20.839042934875103
1994-10-01 20.934137465107998
1994-11-01 20.995289242746400
1994-12-01 20.963352805832700
1995-01-01 21.028200473037500
1995-02-01 21.067468775691700
1995-03-01 21.238033552325900
1995-04-01 21.529166545094200
1995-05-01 21.493661235619000
1995-06-01 21.505278838898896
1995-07-01 21.613579376323900
1995-08-01 21.522136519948695
1995-09-01 21.340283879046200
1995-10-01 21.128653343256303
1995-11-01 21.164086391606396
1995-12-01 21.255879543692700
1996-01-01 21.312399167376100
1996-02-01 21.365943547962500
1996-03-01 21.332698162369002
1996-04-01 21.440693886811600
1996-05-01 21.827541898136800
1996-06-01 21.821205898831100
1996-07-01 21.727225195760700
1996-08-01 21.821126814412200
1996-09-01 21.835143952386602
1996-10-01 21.915278817681898
1996-11-01 22.039290048260398
1996-12-01 22.035507877608200
1997-01-01 22.197577810191900
1997-02-01 22.259728339856000
1997-03-01 22.531402216629896
1997-04-01 22.361632176262102
1997-05-01 22.374702931705500
1997-06-01 22.438949013304896
1997-07-01 22.551585917130105
1997-08-01 22.509525193048000
1997-09-01 22.612382020815800
1997-10-01 22.697403205136800
1997-11-01 22.816723205096803
1997-12-01 22.810087602949900
1998-01-01 22.688271446593700
1998-02-01 22.663696772450600
1998-03-01 22.832977402639298
1998-04-01 22.583367478539700
1998-05-01 22.519670544092698
1998-06-01 22.360399544473200
1998-07-01 22.263887712488398
1998-08-01 22.293708599095200
1998-09-01 22.182222679891300
1998-10-01 22.083471310763800
1998-11-01 22.003865432985100
1998-12-01 22.087003864590802
1999-01-01 22.694530668815798
1999-02-01 21.666770014231500
1999-03-01 21.535905686726200
1999-04-01 21.398550563653604
1999-05-01 21.246487420607398
1999-06-01 21.284699473172000
1999-07-01 21.272566431825400
1999-08-01 21.168855835426700
1999-09-01 21.242173822001604
1999-10-01 21.282235158211400
1999-11-01 21.101416356694700
1999-12-01 21.075428927093900
2000-01-01 21.316967656777898
2000-02-01 21.278305327659897
2000-03-01 21.334167063173897
2000-04-01 21.407250667973898
2000-05-01 21.448466109727700
2000-06-01 21.603819526518997
2000-07-01 21.558605826532897
2000-08-01 21.741872352716697
2000-09-01 21.408265013900603
2000-10-01 21.996194625388302
2000-11-01 22.020156796912104
2000-12-01 21.979114599521400
2001-01-01 21.845739088130802
2001-02-01 21.780326578975100
2001-03-01 21.823072467309700
2001-04-01 21.911323407877802
2001-05-01 21.936704686831800
2001-06-01 21.919909024212398
2001-07-01 21.939578201632300
2001-08-01 21.910558891422000
2001-09-01 21.981267392096800
2001-10-01 22.129890967900895
2001-11-01 22.240149668217500
2001-12-01 22.281930329960300
2002-01-01 22.379138270252103
2002-02-01 22.481516532896900
2002-03-01 22.396007260613700
2002-04-01 22.411502677222800
2002-05-01 22.424260298017696
2002-06-01 22.437415934154394
2002-07-01 22.519441575332900
2002-08-01 22.591954838581400
2002-09-01 22.671048164274502
2002-10-01 22.558993330043300
2002-11-01 22.552097626623503
2002-12-01 22.479285483765697
2003-01-01 22.502499334181298
2003-02-01 22.578281453397200
2003-03-01 22.565792544640605
2003-04-01 23.112492964900497
2003-05-01 23.021301908062895
2003-06-01 22.951387836954000
2003-07-01 23.120466135576300
2003-08-01 22.879429058392898
2003-09-01 22.769136214488697
2003-10-01 22.678099216258000
2003-11-01 22.646335671292400
2003-12-01 22.568116164251300
2004-01-01 23.016434107389700
2004-02-01 22.978865138214600
2004-03-01 23.037806020269400
2004-04-01 23.023940719688696
2004-05-01 23.024029609328800
2004-06-01 23.049861429131997
2004-07-01 23.337658953679103
2004-08-01 23.278944342376800
2004-09-01 23.376001123633700
2004-10-01 23.281413836253100
2004-11-01 23.330651642191200
2004-12-01 23.354245708433600
2005-01-01 23.314462895508400
2005-02-01 23.385705566633700
2005-03-01 23.426282831645103
2005-04-01 23.236928627224103
2005-05-01 23.128478740841103
2005-06-01 23.132508306720200
2005-07-01 23.160713591860700
2005-08-01 23.285567604367400
2005-09-01 23.285105233004900
2005-10-01 20.681366067705603
2005-11-01 21.812513155393400
2005-12-01 21.838188254329600
2006-01-01 21.807947484877600
2006-02-01 21.698621106609000
2006-03-01 21.721280022637400
2006-04-01 21.856133600286697
2006-05-01 21.825602364488898
2006-06-01 21.905066834724998
2006-07-01 21.776910704886397
2006-08-01 21.598318580566698
2006-09-01 21.902230927963500
2006-10-01 22.068878481028104
2006-11-01 22.201617741346100
2006-12-01 22.232744816684400
2007-01-01 22.293152419028303
2007-02-01 22.410739864371500
2007-03-01 22.440428546439800
2007-04-01 22.363380894038800
2007-05-01 22.515714974016500
2007-06-01 22.776612936428500
2007-07-01 22.580530647990000
2007-08-01 22.812078959767998
2007-09-01 22.912351406513100
2007-10-01 22.857003426208500
2007-11-01 22.998031994223900
2007-12-01 22.941776069196500
2008-01-01 22.584219165043102
2008-02-01 22.818602377761300
2008-03-01 22.859320372343603
2008-04-01 22.964365484969200
2008-05-01 23.006844246968400
2008-06-01 22.962998796017605
2008-07-01 22.865971696823102
2008-08-01 22.921235200877400
2008-09-01 22.411637925055700
2008-10-01 22.547455895318798
2008-11-01 22.506665552443600
2008-12-01 22.650838688033300
2009-01-01 22.780510838036605
2009-02-01 22.824981368699300
2009-03-01 22.988058678560602
2009-04-01 22.843291767187400
2009-05-01 23.004659721856697
2009-06-01 23.067049260861800
2009-07-01 23.144071222291103
2009-08-01 23.126438051536300
2009-09-01 23.098649015455898
2009-10-01 23.348803065020398
2009-11-01 23.312267987852103
2009-12-01 23.361879783464800
2010-01-01 23.487024481953900
2010-02-01 23.517153017637200
2010-03-01 23.401647971234304
2010-04-01 23.516923596365700
2010-05-01 23.514988682440098
2010-06-01 23.495059833232700
2010-07-01 23.425489876882700
2010-08-01 23.226163425843502
2010-09-01 23.594848677547898
2010-10-01 23.444306790355700
2010-11-01 23.403661399736600
2010-12-01 23.269471961811300
2011-01-01 23.190136612159400
2011-02-01 23.105832151904803
2011-03-01 23.122268589880100
2011-04-01 23.076569036641900
2011-05-01 22.921554372775700
2011-06-01 22.933788527571203
2011-07-01 23.030718272680602
2011-08-01 22.926061751373602
2011-09-01 23.002220312418200
2011-10-01 22.842656458714200
2011-11-01 22.671033937258300
2011-12-01 22.764793561249900
2012-01-01 22.599198413101803
2012-02-01 22.490850644293500
2012-03-01 22.429249891037603
2012-04-01 22.453016270195800
2012-05-01 22.421241233288900
2012-06-01 22.473328213974000
2012-07-01 22.348097812958798
2012-08-01 22.329903435246802
2012-09-01 22.319917053221000
2012-10-01 22.039756405283700
2012-11-01 22.031744533291100
2012-12-01 21.845394906105500
2013-01-01 21.803942350601897
2013-02-01 21.885283722711000
2013-03-01 21.734499706236800
2013-04-01 21.643322774828000
2013-05-01 21.513539094848298
2013-06-01 21.392493501713500
2013-07-01 21.474306475055602
2013-08-01 21.436639490022900
2013-09-01 21.242874554409603
2013-10-01 21.339809793547897
2013-11-01 21.394572255001100
2013-12-01 21.313923081044802
2014-01-01 21.517602749345002
2014-02-01 21.480555271742200
2014-03-01 21.529353186093697
2014-04-01 21.659542210369800
2014-05-01 21.611805789001497
2014-06-01 21.489793182515100
2014-07-01 21.580513663365500
2014-08-01 21.543235112551198
2014-09-01 21.774466593196603
2014-10-01 22.229209876786200
2014-11-01 22.074834941353500
2014-12-01 22.191345409067500
2015-01-01 22.125470540433604
2015-02-01 22.177262978206500
2015-03-01 22.234189424373998
2015-04-01 22.279176899332000
2015-05-01 22.509910428316100
2015-06-01 22.477905807025400
2015-07-01 22.378920563147698
2015-08-01 22.440530247890500
2015-09-01 22.498387521993898
2015-10-01 22.819509113123600
2015-11-01 22.565563114189700
2015-12-01 22.568671560558500
2016-01-01 22.644099595790898
2016-02-01 22.572457487763400
2016-03-01 22.641607704146104
2016-04-01 22.501954739728998
2016-05-01 22.411569686789500
2016-06-01 22.468390338432698
2016-07-01 22.366086891248898
2016-08-01 22.336080025990500
2016-09-01 22.612913778349600
2016-10-01 22.300183228079298
2016-11-01 22.267319412747500
2016-12-01 22.263185981374600
2017-01-01 21.948392701294605
2017-02-01 21.862700654061303
2017-03-01 21.753225613651900
2017-04-01 21.619863219677500
2017-05-01 21.526203859307998
2017-06-01 21.763411249517500
2017-07-01 21.661055812407398
2017-08-01 21.731702625215398
2017-09-01 21.322563425976600
2017-10-01 21.170864860759100
2017-11-01 21.067015058033000
2017-12-01 21.053858152488900
2018-01-01 21.147110243849898
2018-02-01 21.250369634870200
2018-03-01 21.259450276266197
2018-04-01 21.736208180072400
2018-05-01 21.559737455447300
2018-06-01 21.471443029079600
2018-07-01 21.556342840755300
2018-08-01 21.635935124256700
2018-09-01 21.729730838104100
2018-10-01 21.328859760882600
2018-11-01 21.358456131444500
2018-12-01 21.357288964032500
2019-01-01 21.320633104935897
2019-02-01 21.436474416098303
2019-03-01 21.467901344423698
2019-04-01 21.549588147645900
2019-05-01 21.598057078177700
2019-06-01 21.397610465517600
2019-07-01 21.461698536304800
2019-08-01 21.547302332129696
2019-09-01 21.626409826881105
2019-10-01 21.987773697148300
2019-11-01 21.842618377881700
2019-12-01 21.745836478895500
2020-01-01 21.887196445600700
2020-02-01 21.935063634010400
2020-03-01 21.876412378957895
2020-04-01 19.360729264117502
2020-05-01 20.233911882707602
2020-06-01 20.525671581669602
2020-07-01 20.373789950002500
2020-08-01 20.469429537114300
2020-09-01 20.512050183318600
2020-10-01 20.850295381292900
2020-11-01 20.820473250002998
2020-12-01 21.045479101215697
2021-01-01 21.247428587751500
2021-02-01 20.933349601120803
2021-03-01 21.084541982241400
2021-04-01 20.976918563407700
2021-05-01 20.869499862851900
2021-06-01 20.738068901261500
2021-07-01 21.183471377207102
2021-08-01 20.992295732531200
2021-09-01 20.994102507395500
2021-10-01 20.924632141035100
2021-11-01 20.908157240218802
2021-12-01 20.836340657280800
2022-01-01 20.821177126862800
2022-02-01 20.842920334557398
2022-03-01 20.787357571447900
2022-04-01 20.786261419491300
2022-05-01 20.895713882240898
2022-06-01 20.939518806676200
2022-07-01 21.183540750445000
2022-08-01 21.207886589616700
2022-09-01 21.374639730686500
2022-10-01 21.318612732091104
2022-11-01 21.402308820213600
2022-12-01 21.442496941065300
2023-01-01 21.506718725594396
2023-02-01 21.443216288402603
2023-03-01 21.493045577143302
2023-04-01 21.693503861559800
2023-05-01 21.799802917715397
2023-06-01 21.638448170754398
2023-07-01 21.578378169751200
2023-08-01 21.612262636037396
2023-09-01 21.658283823760500
2023-10-01 21.729647049347800
2023-11-01 21.805245264502002
2023-12-01 21.848491327312303
2024-01-01 22.003190071310502
2024-02-01 22.146523963186002
2024-03-01 22.196584037119102
2024-04-01 22.186942746358600
2024-05-01 22.288366804161300
2024-06-01 22.439568659553300
2024-07-01 22.478756042104102
2024-08-01 22.512378834608000
2024-09-01 22.551674398240600
2024-10-01 22.642134295080800

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