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 2025-11-01
Last Updated 2026-01-07 10:05 PM 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 17.6885535962720
1990-02-01 17.7405621599433
1990-03-01 18.0242214848502
1990-04-01 17.5792173279525
1990-05-01 17.5370032847632
1990-06-01 17.6467944405927
1990-07-01 17.7968518864822
1990-08-01 17.8454455989990
1990-09-01 18.0413086644822
1990-10-01 18.1691971530128
1990-11-01 18.1315189165883
1990-12-01 18.2091100601100
1991-01-01 17.7873136740638
1991-02-01 18.0350262453354
1991-03-01 18.1157470672708
1991-04-01 18.3699011886880
1991-05-01 18.4272614159755
1991-06-01 18.5546286702444
1991-07-01 18.8084624355372
1991-08-01 18.8562779820475
1991-09-01 18.5489672426687
1991-10-01 18.3769512487083
1991-11-01 18.6286445829363
1991-12-01 19.3093261519347
1992-01-01 19.5791580380408
1992-02-01 19.7302946240693
1992-03-01 19.6038781353749
1992-04-01 19.5526826638372
1992-05-01 19.6071027387385
1992-06-01 19.6672141298241
1992-07-01 19.7267277208436
1992-08-01 19.8670896076726
1992-09-01 19.9697330597404
1992-10-01 19.9928745239694
1992-11-01 20.0256748420188
1992-12-01 20.1073935960935
1993-01-01 20.1674422251864
1993-02-01 20.2148934572751
1993-03-01 20.2872503819627
1993-04-01 20.3332270496669
1993-05-01 20.4873435910865
1993-06-01 20.5824686406170
1993-07-01 20.6528538095523
1993-08-01 20.7839366108405
1993-09-01 20.7936172405507
1993-10-01 20.8072085660949
1993-11-01 20.9154774970240
1993-12-01 20.9991943397272
1994-01-01 20.9529736598020
1994-02-01 21.0016091221749
1994-03-01 20.9690553710701
1994-04-01 20.9181483775429
1994-05-01 20.7782123193428
1994-06-01 20.5972304170030
1994-07-01 20.3756964790130
1994-08-01 20.4986311947106
1994-09-01 20.7223074225549
1994-10-01 20.8221793808470
1994-11-01 20.8962935859307
1994-12-01 20.8797408316300
1995-01-01 20.9422490490812
1995-02-01 20.9846796599769
1995-03-01 21.1459268743316
1995-04-01 21.4134536139064
1995-05-01 21.3898671514778
1995-06-01 21.4171339439034
1995-07-01 21.5028257145938
1995-08-01 21.4140639828562
1995-09-01 21.2355805803159
1995-10-01 21.0236415963851
1995-11-01 21.0689483111101
1995-12-01 21.1491200791202
1996-01-01 21.1310969296983
1996-02-01 21.1778421350735
1996-03-01 21.1292439565922
1996-04-01 21.3226984554754
1996-05-01 21.7243396605955
1996-06-01 21.7355891448531
1996-07-01 21.5210334093092
1996-08-01 21.6198856694927
1996-09-01 21.6363983527716
1996-10-01 21.7135949589989
1996-11-01 21.8462372078204
1996-12-01 21.8206833548749
1997-01-01 22.0171895254504
1997-02-01 22.0663979351497
1997-03-01 22.3206445121576
1997-04-01 22.1437098428107
1997-05-01 22.1709373281297
1997-06-01 22.2537171770060
1997-07-01 22.3491114531975
1997-08-01 22.3113798063979
1997-09-01 22.4167604151225
1997-10-01 22.4990538576686
1997-11-01 22.6268045944853
1997-12-01 22.5906906170557
1998-01-01 22.5072038756097
1998-02-01 22.4638541340799
1998-03-01 22.6174667272529
1998-04-01 22.3706490107009
1998-05-01 22.3169930562835
1998-06-01 22.1711332430293
1998-07-01 22.0645974507491
1998-08-01 22.0974445619060
1998-09-01 21.9880024815890
1998-10-01 21.8867080736419
1998-11-01 21.8150206955915
1998-12-01 21.8684309982683
1999-01-01 22.6105685690896
1999-02-01 21.5611726542429
1999-03-01 21.4157234712727
1999-04-01 21.2940029612393
1999-05-01 21.1458154180699
1999-06-01 21.1911688353121
1999-07-01 21.1757784440642
1999-08-01 21.0731242874188
1999-09-01 21.1483112904120
1999-10-01 21.1869544082477
1999-11-01 21.0133214396343
1999-12-01 20.9581119885133
2000-01-01 21.2278906802190
2000-02-01 21.1674760774456
2000-03-01 21.2131927707608
2000-04-01 21.3099955511937
2000-05-01 21.3502414349040
2000-06-01 21.5068032067830
2000-07-01 21.4626572717076
2000-08-01 21.6473201228808
2000-09-01 21.3146998561393
2000-10-01 21.9002084126130
2000-11-01 21.9302026666004
2000-12-01 21.8665570100685
2001-01-01 21.7496569782656
2001-02-01 21.6680970660381
2001-03-01 21.7044564848589
2001-04-01 21.8169929440064
2001-05-01 21.8390905469150
2001-06-01 21.8199856088989
2001-07-01 21.8450514507719
2001-08-01 21.8172330849898
2001-09-01 21.8873389508484
2001-10-01 22.0335445783157
2001-11-01 22.1483080829947
2001-12-01 22.1751922892491
2002-01-01 22.2751705061535
2002-02-01 22.3707346420663
2002-03-01 22.2811492019915
2002-04-01 22.2174369842066
2002-05-01 22.2255252821365
2002-06-01 22.2337107154340
2002-07-01 22.3259439007837
2002-08-01 22.3999254176950
2002-09-01 22.4771676515562
2002-10-01 22.3625781193243
2002-11-01 22.3579605630008
2002-12-01 22.2798975143099
2003-01-01 22.2928603235276
2003-02-01 22.3710568907405
2003-03-01 22.3521504264328
2003-04-01 22.9182214881589
2003-05-01 22.8204524101212
2003-06-01 22.7423598360162
2003-07-01 22.9270918191697
2003-08-01 22.6884021867360
2003-09-01 22.5752221604421
2003-10-01 22.4819018738865
2003-11-01 22.4507990070626
2003-12-01 22.3760144352045
2004-01-01 22.8057735421358
2004-02-01 22.7748260838774
2004-03-01 22.8276781715505
2004-04-01 22.8255682746630
2004-05-01 22.8211408174445
2004-06-01 22.7343645817097
2004-07-01 23.0407475738227
2004-08-01 22.9900441973639
2004-09-01 23.0828992336427
2004-10-01 22.9849518428694
2004-11-01 23.0338862859342
2004-12-01 23.0696873094459
2005-01-01 23.0050091039894
2005-02-01 23.0848372517967
2005-03-01 23.1205863866491
2005-04-01 22.9344175433977
2005-05-01 22.8257155947869
2005-06-01 22.8078142428800
2005-07-01 22.8590187619119
2005-08-01 22.9978690693124
2005-09-01 22.9935519646795
2005-10-01 20.3852899486752
2005-11-01 21.5120614438590
2005-12-01 21.5607450550075
2006-01-01 21.5012818740124
2006-02-01 21.3996764495042
2006-03-01 21.4257977865765
2006-04-01 21.5437925186512
2006-05-01 21.5249082035655
2006-06-01 21.5753280170585
2006-07-01 21.4688731542218
2006-08-01 21.3097204997354
2006-09-01 21.6134239334387
2006-10-01 21.7729166811840
2006-11-01 21.8969765500407
2006-12-01 21.8609388295878
2007-01-01 21.9888039797024
2007-02-01 22.1121864503313
2007-03-01 22.1523331475487
2007-04-01 22.0445190840592
2007-05-01 22.2173176145954
2007-06-01 22.3462853850272
2007-07-01 22.1682339634490
2007-08-01 22.4195643763582
2007-09-01 22.5290204499139
2007-10-01 22.4602193424350
2007-11-01 22.5875714879944
2007-12-01 22.5741521289647
2008-01-01 22.1814024533226
2008-02-01 22.4180276071983
2008-03-01 22.4758259393318
2008-04-01 22.5436928408218
2008-05-01 22.6071759815074
2008-06-01 22.6338283470887
2008-07-01 22.5560140174602
2008-08-01 22.6234093480661
2008-09-01 22.1365409984165
2008-10-01 22.2474587272346
2008-11-01 22.1918210550510
2008-12-01 22.3837706606195
2009-01-01 22.4798829599186
2009-02-01 22.5208171316414
2009-03-01 22.6019080699674
2009-04-01 22.6273463402406
2009-05-01 22.6996846402454
2009-06-01 22.7420404709614
2009-07-01 22.8406633412113
2009-08-01 22.8209617518025
2009-09-01 22.8380308569874
2009-10-01 23.0439940789846
2009-11-01 22.9950347177853
2009-12-01 22.9865569308479
2010-01-01 23.1856934885617
2010-02-01 23.2140332283462
2010-03-01 23.1123630254974
2010-04-01 23.2062587165559
2010-05-01 23.2055532169988
2010-06-01 23.1748069757513
2010-07-01 23.1288892976353
2010-08-01 22.9135990625983
2010-09-01 23.3461451915417
2010-10-01 23.1322131143891
2010-11-01 23.0910864756034
2010-12-01 22.9803316847251
2011-01-01 22.8891627877236
2011-02-01 22.8059161188359
2011-03-01 22.8270459021597
2011-04-01 22.6748993040127
2011-05-01 22.6076281603123
2011-06-01 22.6189149401460
2011-07-01 22.6383136140233
2011-08-01 22.6066063778977
2011-09-01 22.6614313988038
2011-10-01 22.5245359615050
2011-11-01 22.3663667629436
2011-12-01 22.3601956528626
2012-01-01 22.1961134882575
2012-02-01 22.1969936600760
2012-03-01 22.1293142281135
2012-04-01 22.1596224830873
2012-05-01 22.1123788216704
2012-06-01 22.0583002737251
2012-07-01 21.9525588974656
2012-08-01 21.9098857624172
2012-09-01 21.9768510938944
2012-10-01 21.6169034290925
2012-11-01 21.6380486237710
2012-12-01 21.5287411748865
2013-01-01 21.5018583082449
2013-02-01 21.5941604119190
2013-03-01 21.3327850578384
2013-04-01 21.2553402352043
2013-05-01 21.1071835370831
2013-06-01 21.0818337235623
2013-07-01 21.1744319753960
2013-08-01 21.1162885550943
2013-09-01 20.9909178884949
2013-10-01 21.0176219607622
2013-11-01 21.0091667210836
2013-12-01 20.9891682447753
2014-01-01 21.1132390157091
2014-02-01 21.0937055932974
2014-03-01 21.1321703925763
2014-04-01 21.2695586283946
2014-05-01 21.3064345997246
2014-06-01 21.0872253120425
2014-07-01 21.1773709385860
2014-08-01 21.1239564848514
2014-09-01 21.4047065891757
2014-10-01 21.8101665471144
2014-11-01 21.6951974120538
2014-12-01 21.7673717084651
2015-01-01 21.7227382239352
2015-02-01 21.7900029536437
2015-03-01 21.8426347958034
2015-04-01 21.8842456646264
2015-05-01 21.9992137929658
2015-06-01 22.0814725699062
2015-07-01 22.0815099746275
2015-08-01 22.0225328339645
2015-09-01 22.1075633102446
2015-10-01 22.4075080869474
2015-11-01 22.1857090063485
2015-12-01 22.2520925107020
2016-01-01 22.3433954603391
2016-02-01 22.2845526884705
2016-03-01 22.3536171149555
2016-04-01 22.1982083675270
2016-05-01 22.2013728388031
2016-06-01 22.1703431404111
2016-07-01 22.0772899038371
2016-08-01 22.1193023907540
2016-09-01 22.3024050788114
2016-10-01 22.0970297780454
2016-11-01 22.0865780289308
2016-12-01 22.0524729689062
2017-01-01 21.7544414134028
2017-02-01 21.6727272324689
2017-03-01 21.5684763612742
2017-04-01 21.4056829758662
2017-05-01 21.4149753925598
2017-06-01 21.6601296649564
2017-07-01 21.4839919102827
2017-08-01 21.5164712142515
2017-09-01 21.0933919698763
2017-10-01 20.9822129304216
2017-11-01 20.8820527276323
2017-12-01 20.8464055821153
2018-01-01 20.9569509706979
2018-02-01 21.0603458347284
2018-03-01 21.0803113231005
2018-04-01 21.5113346602658
2018-05-01 21.3511687126829
2018-06-01 21.3611044394920
2018-07-01 21.3856329175755
2018-08-01 21.4194081861367
2018-09-01 21.4872601656098
2018-10-01 21.1571288446634
2018-11-01 21.1714047858191
2018-12-01 21.1484946947970
2019-01-01 21.1355688802536
2019-02-01 21.2456561167517
2019-03-01 21.2909017597749
2019-04-01 21.4165555341228
2019-05-01 21.3959217088784
2019-06-01 21.2788843397091
2019-07-01 21.2924879643663
2019-08-01 21.4272010936868
2019-09-01 21.4798138529407
2019-10-01 21.8285870904795
2019-11-01 21.6527462359818
2019-12-01 21.6419611270203
2020-01-01 21.7062516973824
2020-02-01 21.7424950930613
2020-03-01 21.6955492532419
2020-04-01 19.2246010291307
2020-05-01 20.1331146420974
2020-06-01 20.4058871732940
2020-07-01 20.2997822384052
2020-08-01 20.3376961990167
2020-09-01 20.2672511186955
2020-10-01 20.7025997944100
2020-11-01 20.7392178735201
2020-12-01 20.9478726586715
2021-01-01 21.1696674578937
2021-02-01 20.7407378664347
2021-03-01 20.8941983899502
2021-04-01 20.8355125307387
2021-05-01 20.7545172138085
2021-06-01 20.6280660656873
2021-07-01 21.1080447116576
2021-08-01 20.8489373567237
2021-09-01 20.8516025176742
2021-10-01 20.7838966377894
2021-11-01 20.8388454347879
2021-12-01 20.7551159543035
2022-01-01 20.7421153617343
2022-02-01 20.7503794697587
2022-03-01 20.6894317887036
2022-04-01 20.6404729893673
2022-05-01 20.6515585107121
2022-06-01 20.7400552054279
2022-07-01 21.0077058256705
2022-08-01 21.0545675056382
2022-09-01 21.1390633625595
2022-10-01 21.2807331142464
2022-11-01 21.3526291627046
2022-12-01 21.3785873094527
2023-01-01 21.4268511650851
2023-02-01 21.3538547625143
2023-03-01 21.2845401094311
2023-04-01 21.5345230298610
2023-05-01 21.6298117858618
2023-06-01 21.5415788513680
2023-07-01 21.5017674485035
2023-08-01 21.5576490797991
2023-09-01 21.5357996759507
2023-10-01 21.3879998530067
2023-11-01 21.3745489786903
2023-12-01 21.4025601314471
2024-01-01 21.5213493012253
2024-02-01 21.6615596961973
2024-03-01 21.6791121662013
2024-04-01 21.7181510730973
2024-05-01 21.6942314326792
2024-06-01 21.6360250987800
2024-07-01 21.6021373969207
2024-08-01 21.6588152847309
2024-09-01 21.7385147352394
2024-10-01 21.8011901083792
2024-11-01 21.7965388609971
2024-12-01 21.8231358060086
2025-01-01 22.0221839729690
2025-02-01 21.8594102575998
2025-03-01 21.8727865218433
2025-04-01 21.9029042184349
2025-05-01 21.9684846921986
2025-06-01 22.0246302965580
2025-07-01 22.2054856080693
2025-08-01 21.9657143755176
2025-09-01 21.9462353280200
2025-10-01 22.0076436900391
2025-11-01 22.0120079146138

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