Table Data - All Employees: Education and Health Services: Private Education and Health Services in Fort Worth-Arlington-Grapevine, TX (MD)

Title All Employees: Education and Health Services: Private Education and Health Services in Fort Worth-Arlington-Grapevine, TX (MD)
Series ID SMU48231046500000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-07-01
Last Updated 2026-08-21 6:39 PM 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 53.4332569529465
1990-02-01 54.5190878226726
1990-03-01 54.8644096889375
1990-04-01 54.7592090504902
1990-05-01 55.3603168960755
1990-06-01 55.4229240473972
1990-07-01 55.9573285576935
1990-08-01 56.4600298944586
1990-09-01 56.8526186525992
1990-10-01 57.8592295967068
1990-11-01 57.9286855470122
1990-12-01 57.8480670598932
1991-01-01 59.0798197190300
1991-02-01 59.0309754552782
1991-03-01 59.2759067350636
1991-04-01 59.4327691760413
1991-05-01 59.9591042905554
1991-06-01 59.6132100688283
1991-07-01 59.7899211568164
1991-08-01 60.0695260264077
1991-09-01 60.1403274176266
1991-10-01 59.9393405569718
1991-11-01 59.7242132567239
1991-12-01 59.5521336086691
1992-01-01 59.2406163765617
1992-02-01 59.4089439951968
1992-03-01 59.4790447338107
1992-04-01 60.0306906238496
1992-05-01 60.1281379712691
1992-06-01 60.4266264647877
1992-07-01 60.3022550419158
1992-08-01 60.0501149012608
1992-09-01 60.1246125080996
1992-10-01 60.3035525292252
1992-11-01 60.7210614793521
1992-12-01 61.0582657613782
1993-01-01 61.3450349046705
1993-02-01 61.2763631534007
1993-03-01 61.4874711369598
1993-04-01 61.6498742550973
1993-05-01 61.7076888095178
1993-06-01 62.0484310224025
1993-07-01 62.3202600038371
1993-08-01 62.6142027901232
1993-09-01 63.0868625540544
1993-10-01 61.7534722215785
1993-11-01 62.1067340490290
1993-12-01 62.0789222931988
1994-01-01 63.3250126819589
1994-02-01 63.3550739401695
1994-03-01 63.5785306039580
1994-04-01 64.0145159450193
1994-05-01 64.1011210340936
1994-06-01 64.0959303059152
1994-07-01 63.5223379081496
1994-08-01 64.3586530219553
1994-09-01 64.5199892968917
1994-10-01 65.0843070366416
1994-11-01 65.1904596829369
1994-12-01 65.2919913892009
1995-01-01 65.6216319700741
1995-02-01 65.9451365067585
1995-03-01 66.3635588957676
1995-04-01 65.8996175219462
1995-05-01 66.4591309559433
1995-06-01 66.3574177625077
1995-07-01 67.7516247927154
1995-08-01 67.6108415651326
1995-09-01 68.1624285803469
1995-10-01 67.7161074965255
1995-11-01 67.6525958403007
1995-12-01 67.8024644646205
1996-01-01 67.6070934786317
1996-02-01 68.0498389322674
1996-03-01 68.1380915033977
1996-04-01 68.3702760305094
1996-05-01 68.6999931532094
1996-06-01 69.0201952804560
1996-07-01 69.3751593457459
1996-08-01 69.8704715323196
1996-09-01 70.0369380893314
1996-10-01 70.0657115298649
1996-11-01 70.4104603175286
1996-12-01 70.5875632886812
1997-01-01 71.2301224209325
1997-02-01 71.2688035143857
1997-03-01 71.7276664929912
1997-04-01 71.7815214691116
1997-05-01 72.2889925601180
1997-06-01 72.6661554497108
1997-07-01 73.3334394921873
1997-08-01 73.3631121423764
1997-09-01 73.9626991445608
1997-10-01 74.0442600833113
1997-11-01 73.9472451596368
1997-12-01 74.1395916683996
1998-01-01 74.4433206809048
1998-02-01 74.1965855105190
1998-03-01 73.7910143178067
1998-04-01 74.3587953085752
1998-05-01 74.8698630575632
1998-06-01 74.7170372813749
1998-07-01 74.4641490883337
1998-08-01 74.8791178001876
1998-09-01 75.2285690207032
1998-10-01 75.6472995232125
1998-11-01 76.2079484750518
1998-12-01 76.3921768997272
1999-01-01 76.2401946766945
1999-02-01 76.8058600467869
1999-03-01 76.7498277657560
1999-04-01 77.1129832685283
1999-05-01 76.8215247345586
1999-06-01 76.9944257519778
1999-07-01 76.8254012880708
1999-08-01 76.9948220103212
1999-09-01 76.6966098632697
1999-10-01 76.9600680801637
1999-11-01 77.0647877816253
1999-12-01 77.1635187594743
2000-01-01 77.8423114121769
2000-02-01 77.4723141849649
2000-03-01 77.7051995337395
2000-04-01 77.9731549703008
2000-05-01 78.2843169536327
2000-06-01 77.9994425417941
2000-07-01 77.8776826648785
2000-08-01 77.8120736467757
2000-09-01 77.8339377781685
2000-10-01 78.1394995953240
2000-11-01 78.3276005206630
2000-12-01 78.6546445430747
2001-01-01 78.4608144611593
2001-02-01 78.5059077723581
2001-03-01 78.9388601392641
2001-04-01 79.0689576961517
2001-05-01 79.2469464530439
2001-06-01 79.8377470510977
2001-07-01 80.4571773773446
2001-08-01 80.4613393120991
2001-09-01 80.4002601160464
2001-10-01 80.4724236826041
2001-11-01 80.5851161651536
2001-12-01 80.7320091298345
2002-01-01 81.0243587304144
2002-02-01 81.0389586544572
2002-03-01 81.1700656764352
2002-04-01 81.2813145053209
2002-05-01 81.7583045366967
2002-06-01 81.9707337236568
2002-07-01 82.4927710600694
2002-08-01 83.2425504752543
2002-09-01 83.2489123268568
2002-10-01 82.8655934899217
2002-11-01 83.2473388223347
2002-12-01 83.2124644867872
2003-01-01 83.9009647725366
2003-02-01 83.7551400708171
2003-03-01 83.5738251605107
2003-04-01 84.1146856657902
2003-05-01 84.3011809694286
2003-06-01 83.1821629723069
2003-07-01 83.7520781535935
2003-08-01 83.7232078374410
2003-09-01 84.0887811939431
2003-10-01 84.6677036967174
2003-11-01 84.7893573667660
2003-12-01 83.8736773447708
2004-01-01 84.7863254498957
2004-02-01 85.6742898821615
2004-03-01 85.5171188494575
2004-04-01 84.8280119713122
2004-05-01 84.6614463808972
2004-06-01 83.6309019174822
2004-07-01 84.2151340434662
2004-08-01 83.9867209481109
2004-09-01 84.6624105154309
2004-10-01 87.5830119252951
2004-11-01 87.0036457622911
2004-12-01 87.4156592022826
2005-01-01 86.6879448969764
2005-02-01 86.9055132915395
2005-03-01 87.1730245965457
2005-04-01 88.0429445839379
2005-05-01 88.4851523804821
2005-06-01 89.5902037418725
2005-07-01 90.5789138584441
2005-08-01 90.3605299680217
2005-09-01 90.0910705475745
2005-10-01 90.5270373108654
2005-11-01 90.9202262566256
2005-12-01 91.3924300724564
2006-01-01 93.2241898947794
2006-02-01 92.4162946154914
2006-03-01 92.7924374917247
2006-04-01 91.4460597643297
2006-05-01 91.9725959853229
2006-06-01 92.1923307701750
2006-07-01 92.2405326587831
2006-08-01 92.9791972975627
2006-09-01 93.2593914332419
2006-10-01 93.6040567468241
2006-11-01 94.1645348026590
2006-12-01 94.9801753358056
2007-01-01 94.1361069490345
2007-02-01 94.7884707783269
2007-03-01 94.9496347387704
2007-04-01 95.1497867545316
2007-05-01 95.5078057564114
2007-06-01 96.0160073695070
2007-07-01 96.0274286195814
2007-08-01 96.5840729482238
2007-09-01 97.0092995501698
2007-10-01 96.9845279185604
2007-11-01 97.6306791725117
2007-12-01 97.5739405960355
2008-01-01 98.0262810897311
2008-02-01 98.8281309822487
2008-03-01 98.8605022722071
2008-04-01 99.6414147087290
2008-05-01 100.0998052974910
2008-06-01 100.1239921235160
2008-07-01 100.0827685888410
2008-08-01 100.2920222959310
2008-09-01 100.5902543490910
2008-10-01 100.6561885231100
2008-11-01 100.9134852244870
2008-12-01 101.7983656617190
2009-01-01 101.8866567451550
2009-02-01 101.7530751750200
2009-03-01 102.2389441472330
2009-04-01 102.5465876795760
2009-05-01 103.2183641525620
2009-06-01 103.3139836360550
2009-07-01 104.4254778677970
2009-08-01 104.5072694584890
2009-09-01 104.8812345919880
2009-10-01 105.3023109744610
2009-11-01 105.2221221833230
2009-12-01 105.4192914482570
2010-01-01 105.4457701382390
2010-02-01 105.2669911485710
2010-03-01 105.8182880559010
2010-04-01 106.1433503882650
2010-05-01 106.2968685518910
2010-06-01 106.2792176180490
2010-07-01 106.6820105594990
2010-08-01 106.5600284490600
2010-09-01 107.2478018534740
2010-10-01 107.8923284907240
2010-11-01 108.1356784719200
2010-12-01 108.5137838394780
2011-01-01 109.6147696679570
2011-02-01 109.0143674653370
2011-03-01 109.6436087733760
2011-04-01 110.2508130156510
2011-05-01 110.7296942958720
2011-06-01 111.5315766704050
2011-07-01 111.1672774875390
2011-08-01 111.1865996965330
2011-09-01 112.3175211646860
2011-10-01 112.0050597681190
2011-11-01 112.4276659384930
2011-12-01 112.8450619073480
2012-01-01 113.4990144803440
2012-02-01 113.6967263972630
2012-03-01 113.9813898455170
2012-04-01 113.4504020942230
2012-05-01 113.5660298459820
2012-06-01 114.1506135293480
2012-07-01 114.4271935402890
2012-08-01 114.9882038533260
2012-09-01 115.1944098053870
2012-10-01 115.4834217323150
2012-11-01 115.7300845181010
2012-12-01 116.1368122697980
2013-01-01 116.0731482296840
2013-02-01 116.8124484073120
2013-03-01 117.0081868435940
2013-04-01 117.7494914355150
2013-05-01 117.7938620130820
2013-06-01 117.9782277593840
2013-07-01 118.1766972957090
2013-08-01 118.6065884825950
2013-09-01 118.4393853021390
2013-10-01 118.7965145442800
2013-11-01 118.9781567278840
2013-12-01 118.7234466269840
2014-01-01 118.6337508738160
2014-02-01 118.6185527024450
2014-03-01 118.8472931326190
2014-04-01 118.6236947948560
2014-05-01 118.9128322246100
2014-06-01 119.2248804531300
2014-07-01 118.7728098081900
2014-08-01 119.6506786140300
2014-09-01 119.9841426775060
2014-10-01 120.3187938993660
2014-11-01 120.8339458070500
2014-12-01 121.1820328050530
2015-01-01 122.0943033824330
2015-02-01 122.6548023807010
2015-03-01 122.7659471034270
2015-04-01 123.7100348078120
2015-05-01 124.3430009946500
2015-06-01 124.3828465168710
2015-07-01 125.0263068731550
2015-08-01 125.0491554437000
2015-09-01 125.2943873604510
2015-10-01 125.4948206854310
2015-11-01 125.6743376803550
2015-12-01 125.9747641400910
2016-01-01 126.1438758665490
2016-02-01 126.3065613156230
2016-03-01 126.5981463553230
2016-04-01 126.8130786621780
2016-05-01 127.4753138845590
2016-06-01 126.6664044148450
2016-07-01 127.6771499765870
2016-08-01 127.8591269297050
2016-09-01 128.3006743331070
2016-10-01 128.0438585275830
2016-11-01 128.5866319924360
2016-12-01 129.0285179753720
2017-01-01 130.2784963621020
2017-02-01 130.5723135914570
2017-03-01 131.0455369909780
2017-04-01 131.2710177487470
2017-05-01 131.3633276508930
2017-06-01 132.1729127385280
2017-07-01 132.1445748741640
2017-08-01 132.4612739154840
2017-09-01 132.7093325486090
2017-10-01 132.9060745605670
2017-11-01 133.3552086976960
2017-12-01 133.4263949188750
2018-01-01 133.3287494952150
2018-02-01 133.5598917162520
2018-03-01 133.8484537618270
2018-04-01 134.2201863795200
2018-05-01 134.4764497576420
2018-06-01 135.0172151184290
2018-07-01 134.8947350367700
2018-08-01 135.1110724091010
2018-09-01 135.4698044947920
2018-10-01 135.5974570870040
2018-11-01 135.8613127231710
2018-12-01 136.5170272304080
2019-01-01 136.5165925844090
2019-02-01 137.0090102309020
2019-03-01 137.6078098851740
2019-04-01 137.3567627118050
2019-05-01 137.9882782767420
2019-06-01 137.6752895076620
2019-07-01 137.9328902294630
2019-08-01 138.5240904227290
2019-09-01 139.0265265796550
2019-10-01 138.9651162740030
2019-11-01 139.3469090067690
2019-12-01 139.2410031742970
2020-01-01 140.6423868879810
2020-02-01 140.9716243934310
2020-03-01 140.8612281883910
2020-04-01 125.2659506519570
2020-05-01 129.2301638195530
2020-06-01 130.8303305529330
2020-07-01 131.7272028663380
2020-08-01 132.0283828583540
2020-09-01 132.6754424117170
2020-10-01 134.2989838462500
2020-11-01 134.3952382502200
2020-12-01 135.1943006624530
2021-01-01 135.4182921708030
2021-02-01 134.9976105857730
2021-03-01 136.2611432390870
2021-04-01 137.1478856402040
2021-05-01 137.2373526456890
2021-06-01 137.7398609431790
2021-07-01 138.2336544646400
2021-08-01 138.4693984954070
2021-09-01 138.1831659713630
2021-10-01 139.2262601084930
2021-11-01 139.3874465655000
2021-12-01 139.8141491911930
2022-01-01 139.0605076269000
2022-02-01 139.6919435926100
2022-03-01 140.9301882942580
2022-04-01 142.1629925516620
2022-05-01 142.8877704197240
2022-06-01 142.8553515380000
2022-07-01 144.8329430191690
2022-08-01 145.8604313393420
2022-09-01 146.6702286303440
2022-10-01 147.1025392892240
2022-11-01 148.1495886820460
2022-12-01 147.4199047987920
2023-01-01 149.9227089025380
2023-02-01 150.8742640056370
2023-03-01 151.5518983689920
2023-04-01 151.4156652478040
2023-05-01 152.1029305679920
2023-06-01 153.2424955395540
2023-07-01 153.7142411932530
2023-08-01 154.2299441112000
2023-09-01 154.4313274708850
2023-10-01 154.5411651429330
2023-11-01 154.5456403473590
2023-12-01 154.6029377678240
2024-01-01 155.2407096872430
2024-02-01 155.6063065143430
2024-03-01 155.4262967073940
2024-04-01 155.9892368235980
2024-05-01 156.8182812847860
2024-06-01 156.6021107116480
2024-07-01 156.5082367941810
2024-08-01 156.8382315156620
2024-09-01 157.5860503596580
2024-10-01 158.2098370713550
2024-11-01 158.6832328159090
2024-12-01 158.6034390937010
2025-01-01 157.8874737180030
2025-02-01 158.7264716931440
2025-03-01 158.7047691755110
2025-04-01 159.2850472002180
2025-05-01 159.9505435850350
2025-06-01 158.8511287244270
2025-07-01 158.3675897688740
2025-08-01 158.6601805499880
2025-09-01 158.9710978937850
2025-10-01 158.7519159226470
2025-11-01 159.3517337672510
2025-12-01 159.7812485110510
2026-01-01 161.1558957107470
2026-02-01 160.1677587932490
2026-03-01 160.8143029763410
2026-04-01 160.7060989591840
2026-05-01 160.4288021335190
2026-06-01 160.6552258851970
2026-07-01 161.8020120628530

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