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 2024-12-01
Last Updated 2025-01-29 5:13 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 17.790576721469500
1990-02-01 17.797641401317502
1990-03-01 18.082616328940100
1990-04-01 17.651967138015802
1990-05-01 17.630390906989900
1990-06-01 17.760712044495000
1990-07-01 17.937844176546500
1990-08-01 18.000862870903700
1990-09-01 18.205745770123700
1990-10-01 18.301358733466600
1990-11-01 18.235748162869600
1990-12-01 18.213956992254100
1991-01-01 17.885924329566500
1991-02-01 18.094741971493700
1991-03-01 18.177910013919302
1991-04-01 18.445860253332697
1991-05-01 18.522114035334102
1991-06-01 18.667836719258700
1991-07-01 18.946017471831300
1991-08-01 19.007278455096900
1991-09-01 18.707050613742002
1991-10-01 18.505889006206400
1991-11-01 18.731913171011500
1991-12-01 19.324041261075898
1992-01-01 19.675876242387200
1992-02-01 19.794872173560500
1992-03-01 19.671430807935398
1992-04-01 19.635271977715600
1992-05-01 19.703565786250700
1992-06-01 19.777438747908000
1992-07-01 19.858659520209600
1992-08-01 20.008309833754197
1992-09-01 20.116815725902000
1992-10-01 20.117579384012900
1992-11-01 20.128283241411700
1992-12-01 20.138797340714298
1993-01-01 20.262911920077700
1993-02-01 20.285684641018000
1993-03-01 20.359902007780896
1993-04-01 20.428104214803300
1993-05-01 20.587159999552103
1993-06-01 20.685329425447602
1993-07-01 20.777628688509700
1993-08-01 20.913501479875602
1993-09-01 20.925049397256800
1993-10-01 20.925286476289198
1993-11-01 21.015858118091604
1993-12-01 21.058555009354603
1994-01-01 21.043478458203400
1994-02-01 21.078933886772400
1994-03-01 21.049939324998600
1994-04-01 21.025149005076500
1994-05-01 20.880148861128603
1994-06-01 20.691992468166802
1994-07-01 20.493201756619600
1994-08-01 20.615816086129400
1994-09-01 20.839038337702500
1994-10-01 20.934130048175700
1994-11-01 20.995288807676400
1994-12-01 20.963367833205602
1995-01-01 21.028217793030700
1995-02-01 21.067482140929002
1995-03-01 21.238022420091000
1995-04-01 21.529172275736100
1995-05-01 21.493663702519400
1995-06-01 21.505266513609500
1995-07-01 21.613564900161098
1995-08-01 21.522125685002305
1995-09-01 21.340270396805900
1995-10-01 21.128635510306100
1995-11-01 21.164073326238100
1995-12-01 21.255910918602200
1996-01-01 21.312483514711100
1996-02-01 21.365948235427800
1996-03-01 21.332667765086800
1996-04-01 21.440695561704900
1996-05-01 21.827543156262998
1996-06-01 21.821188881980902
1996-07-01 21.727204693294897
1996-08-01 21.821107275125105
1996-09-01 21.835121557263500
1996-10-01 21.915244307988700
1996-11-01 22.039258744155998
1996-12-01 22.035546175169202
1997-01-01 22.197770739332000
1997-02-01 22.259714043695002
1997-03-01 22.531350307128402
1997-04-01 22.361624835713897
1997-05-01 22.374700583413702
1997-06-01 22.438925110701200
1997-07-01 22.551561861901604
1997-08-01 22.509499737990900
1997-09-01 22.612355136163803
1997-10-01 22.697357110784100
1997-11-01 22.816652307440400
1997-12-01 22.810137190895300
1998-01-01 22.688573628476895
1998-02-01 22.663661736265603
1998-03-01 22.832910465986300
1998-04-01 22.583349025962896
1998-05-01 22.519661504905300
1998-06-01 22.360370772958603
1998-07-01 22.263862332498200
1998-08-01 22.293682577838396
1998-09-01 22.182195479737500
1998-10-01 22.083420172898197
1998-11-01 22.003767798779700
1998-12-01 22.087054360446100
1999-01-01 22.694884530776300
1999-02-01 21.666731293633198
1999-03-01 21.535837745682100
1999-04-01 21.398524257038897
1999-05-01 21.246471452170102
1999-06-01 21.284669951567500
1999-07-01 21.272542732093300
1999-08-01 21.168834151544498
1999-09-01 21.242152272610898
1999-10-01 21.282188008325400
1999-11-01 21.101294155310700
1999-12-01 21.075480546289900
2000-01-01 21.317320540432700
2000-02-01 21.278264688113502
2000-03-01 21.334110331916100
2000-04-01 21.407220875407600
2000-05-01 21.448446759609700
2000-06-01 21.603792937023300
2000-07-01 21.558586348279700
2000-08-01 21.741861057976998
2000-09-01 21.408253668017700
2000-10-01 21.996157117304800
2000-11-01 22.020041852227397
2000-12-01 21.979147765984200
2001-01-01 21.846026244729700
2001-02-01 21.780295607492000
2001-03-01 21.823035181253700
2001-04-01 21.911296134816700
2001-05-01 21.936686594934603
2001-06-01 21.919889242662897
2001-07-01 21.939565041505100
2001-08-01 21.910562825624200
2001-09-01 21.981270045682300
2001-10-01 22.129871369296500
2001-11-01 22.240047105911700
2001-12-01 22.281951095692600
2002-01-01 22.379312666497500
2002-02-01 22.481500030691105
2002-03-01 22.395992347691603
2002-04-01 22.411480343978898
2002-05-01 22.424245851277900
2002-06-01 22.437406528110200
2002-07-01 22.519436594934600
2002-08-01 22.591974453420896
2002-09-01 22.671070732649103
2002-10-01 22.558995388004398
2002-11-01 22.552015200727702
2002-12-01 22.479282047124300
2003-01-01 22.502557087350700
2003-02-01 22.578279285976500
2003-03-01 22.565792551041700
2003-04-01 23.112478564541203
2003-05-01 23.021294448549300
2003-06-01 22.951391544141500
2003-07-01 23.120469149421897
2003-08-01 22.879460897349500
2003-09-01 22.769177349644900
2003-10-01 22.678116844721604
2003-11-01 22.646260651043200
2003-12-01 22.568094284012698
2004-01-01 23.016426840938000
2004-02-01 22.978857373987500
2004-03-01 23.037811170200600
2004-04-01 23.023932148621398
2004-05-01 23.024031392280804
2004-06-01 23.049870599522800
2004-07-01 23.337669621511100
2004-08-01 23.278985146303700
2004-09-01 23.376057671944498
2004-10-01 23.281440230482502
2004-11-01 23.330581352384100
2004-12-01 23.354201090118700
2005-01-01 23.314437357696300
2005-02-01 23.385686946178197
2005-03-01 23.426285513215298
2005-04-01 23.236925148011800
2005-05-01 23.128487930324102
2005-06-01 23.132518304486698
2005-07-01 23.160727388792200
2005-08-01 23.285612892720103
2005-09-01 23.285166873164503
2005-10-01 20.681394110786800
2005-11-01 21.812445406588600
2005-12-01 21.838140793795900
2006-01-01 21.807915560661396
2006-02-01 21.698598917917000
2006-03-01 21.721281478097400
2006-04-01 21.856132745737400
2006-05-01 21.825613893450697
2006-06-01 21.905072017372700
2006-07-01 21.776924865123500
2006-08-01 21.598361396728396
2006-09-01 21.902292668505000
2006-10-01 22.068905388265300
2006-11-01 22.201555001807698
2006-12-01 22.232701177418104
2007-01-01 22.293122204734600
2007-02-01 22.410720825759500
2007-03-01 22.440428223056397
2007-04-01 22.363383624236697
2007-05-01 22.515726362709497
2007-06-01 22.776613874740100
2007-07-01 22.580542232687396
2007-08-01 22.812112510773503
2007-09-01 22.912400541637602
2007-10-01 22.857020681824700
2007-11-01 22.997989679847603
2007-12-01 22.941743779299200
2008-01-01 22.584195031600498
2008-02-01 22.818588946908196
2008-03-01 22.859318851877397
2008-04-01 22.964369431555700
2008-05-01 23.006853859760103
2008-06-01 22.962994677173100
2008-07-01 22.865978848263502
2008-08-01 22.921257563665105
2008-09-01 22.411672113751700
2008-10-01 22.547464235713700
2008-11-01 22.506642366611100
2008-12-01 22.650819651633100
2009-01-01 22.780495621182000
2009-02-01 22.824973999415302
2009-03-01 22.988055927209100
2009-04-01 22.843295738775200
2009-05-01 23.004665870277800
2009-06-01 23.067044289789900
2009-07-01 23.144072469093498
2009-08-01 23.126450590605604
2009-09-01 23.098667646585398
2009-10-01 23.348802879856300
2009-11-01 23.312263075257100
2009-12-01 23.361872515554500
2010-01-01 23.487016845169300
2010-02-01 23.517149890711604
2010-03-01 23.401646393342098
2010-04-01 23.516925272303800
2010-05-01 23.514990300279496
2010-06-01 23.495054696889802
2010-07-01 23.425486838357500
2010-08-01 23.226168312674197
2010-09-01 23.594861668820400
2010-10-01 23.444306373398000
2010-11-01 23.403659740316300
2010-12-01 23.269470236173397
2011-01-01 23.190134514965400
2011-02-01 23.105832092748000
2011-03-01 23.122269028711300
2011-04-01 23.076570825201202
2011-05-01 22.921555432575500
2011-06-01 22.933778668093700
2011-07-01 23.030717462353600
2011-08-01 22.926055554647103
2011-09-01 23.002230087033400
2011-10-01 22.842659281072997
2011-11-01 22.671033695970202
2011-12-01 22.764793771765298
2012-01-01 22.599199187245997
2012-02-01 22.490852656107100
2012-03-01 22.429253551043200
2012-04-01 22.453021151459900
2012-05-01 22.421245393751303
2012-06-01 22.473311065199000
2012-07-01 22.348097791166897
2012-08-01 22.329884791989700
2012-09-01 22.319920932605700
2012-10-01 22.039768486776300
2012-11-01 22.031743662773600
2012-12-01 21.845395212207897
2013-01-01 21.803944421677798
2013-02-01 21.885287740365600
2013-03-01 21.734508995914800
2013-04-01 21.643335519594498
2013-05-01 21.513549901168300
2013-06-01 21.392469181722600
2013-07-01 21.474304597729002
2013-08-01 21.436607341151500
2013-09-01 21.242856281249400
2013-10-01 21.339833512406400
2013-11-01 21.394575018015600
2013-12-01 21.313925891786802
2014-01-01 21.517609700691200
2014-02-01 21.480569408493700
2014-03-01 21.529370819311500
2014-04-01 21.659557627043000
2014-05-01 21.611816065201896
2014-06-01 21.489792551494197
2014-07-01 21.580452665449700
2014-08-01 21.543173443087000
2014-09-01 21.774456395581400
2014-10-01 22.229269987726802
2014-11-01 22.074857230618300
2014-12-01 22.191355112657800
2015-01-01 22.125473600795104
2015-02-01 22.177263921669503
2015-03-01 22.234196443042897
2015-04-01 22.279201822517400
2015-05-01 22.509924240080700
2015-06-01 22.477927686917100
2015-07-01 22.378797782974000
2015-08-01 22.440446796532400
2015-09-01 22.498360895130800
2015-10-01 22.819622389770103
2015-11-01 22.565629131257100
2015-12-01 22.568696288284396
2016-01-01 22.644097890643803
2016-02-01 22.572446311205500
2016-03-01 22.641630582269200
2016-04-01 22.501999975541700
2016-05-01 22.411567882690395
2016-06-01 22.468424534467896
2016-07-01 22.365840758543800
2016-08-01 22.335850783157202
2016-09-01 22.612691457671300
2016-10-01 22.300873593984104
2016-11-01 22.267307230494698
2016-12-01 22.263173824352100
2017-01-01 21.948389371955700
2017-02-01 21.862734451570500
2017-03-01 21.753288876627604
2017-04-01 21.619876028082103
2017-05-01 21.525917596415000
2017-06-01 21.764036130419100
2017-07-01 21.660385959505700
2017-08-01 21.731123273678000
2017-09-01 21.322069561295603
2017-10-01 21.172354967230200
2017-11-01 21.066801974656400
2017-12-01 21.053616607061397
2018-01-01 21.147590161574700
2018-02-01 21.250364820538397
2018-03-01 21.259490681465900
2018-04-01 21.736292435564604
2018-05-01 21.559594624986800
2018-06-01 21.472656744515398
2018-07-01 21.553976518303198
2018-08-01 21.635443904586200
2018-09-01 21.729188286882700
2018-10-01 21.331132798151103
2018-11-01 21.358030771015400
2018-12-01 21.356890267052897
2019-01-01 21.321619755628000
2019-02-01 21.436443048208698
2019-03-01 21.467996302706197
2019-04-01 21.549848865214400
2019-05-01 21.598101545072797
2019-06-01 21.399241781696100
2019-07-01 21.457468560921498
2019-08-01 21.546793235290200
2019-09-01 21.625911840739697
2019-10-01 21.990413555437000
2019-11-01 21.842288150109000
2019-12-01 21.745537104959300
2020-01-01 21.888988377774897
2020-02-01 21.935161984601802
2020-03-01 21.876405845529500
2020-04-01 19.361028656662600
2020-05-01 20.235051788073200
2020-06-01 20.526120058140200
2020-07-01 20.367330865019200
2020-08-01 20.468861576097800
2020-09-01 20.511789999604698
2020-10-01 20.853362882297603
2020-11-01 20.820833405496103
2020-12-01 21.045967246288498
2021-01-01 21.249982835867300
2021-02-01 20.934064642716600
2021-03-01 21.084729119695900
2021-04-01 20.976824801809500
2021-05-01 20.870510934055396
2021-06-01 20.736621073907898
2021-07-01 21.175428087490000
2021-08-01 20.990368465908900
2021-09-01 20.992423477339802
2021-10-01 20.931863818061302
2021-11-01 20.908818575498700
2021-12-01 20.838152801047100
2022-01-01 20.825315314978102
2022-02-01 20.845029496890200
2022-03-01 20.787675650365397
2022-04-01 20.785115787508897
2022-05-01 20.895496984954800
2022-06-01 20.934024378478803
2022-07-01 21.173459375766900
2022-08-01 21.204558123443000
2022-09-01 21.371619043257898
2022-10-01 21.330669154082600
2022-11-01 21.406899077682100
2022-12-01 21.445004974730600
2023-01-01 21.511854401876900
2023-02-01 21.446739418390500
2023-03-01 21.493539525122700
2023-04-01 21.690911038710700
2023-05-01 21.796801848462600
2023-06-01 21.628963826215703
2023-07-01 21.567484555084100
2023-08-01 21.606776267727700
2023-09-01 21.653096253176102
2023-10-01 21.747567618681398
2023-11-01 21.814809327427103
2023-12-01 21.851614179378000
2024-01-01 22.009107964728700
2024-02-01 22.151259394888800
2024-03-01 22.196823223920898
2024-04-01 22.182695337601600
2024-05-01 22.282852300332603
2024-06-01 22.425903504443102
2024-07-01 22.467063555129400
2024-08-01 22.505144957383298
2024-09-01 22.545253884527195
2024-10-01 22.563302001269697
2024-11-01 22.621139306887700
2024-12-01 22.663359726648500

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