Table Data - All Employees: Education and Health Services: Health Care and Social Assistance in Dallas-Fort Worth-Arlington, TX (MSA)

Title All Employees: Education and Health Services: Health Care and Social Assistance in Dallas-Fort Worth-Arlington, TX (MSA)
Series ID SMU48191006562000001SA
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 2025-12-01
Last Updated 2026-01-28 2:04 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
1990-01-01 138.131204040342
1990-02-01 140.147099089622
1990-03-01 140.574492772787
1990-04-01 140.864581997930
1990-05-01 141.901274975615
1990-06-01 142.998996279771
1990-07-01 143.179413176141
1990-08-01 145.470397046379
1990-09-01 146.251842785274
1990-10-01 147.391864173902
1990-11-01 148.362865331970
1990-12-01 148.735595294889
1991-01-01 148.839802440581
1991-02-01 149.429299018241
1991-03-01 150.521561199088
1991-04-01 151.817621460506
1991-05-01 152.841402996196
1991-06-01 152.958124815068
1991-07-01 154.419879148357
1991-08-01 154.712047544361
1991-09-01 154.714827477114
1991-10-01 155.071961636213
1991-11-01 155.544593739857
1991-12-01 155.897899051441
1992-01-01 157.092567135081
1992-02-01 157.699613150892
1992-03-01 157.932166792097
1992-04-01 158.394432322314
1992-05-01 158.775650885152
1992-06-01 159.592589839567
1992-07-01 159.999415549614
1992-08-01 160.760580894916
1992-09-01 161.052899908558
1992-10-01 161.970305643585
1992-11-01 162.431715008404
1992-12-01 163.451805898150
1993-01-01 164.026056692492
1993-02-01 163.904009686637
1993-03-01 164.281767071640
1993-04-01 164.481516616032
1993-05-01 164.512544247029
1993-06-01 164.926715710837
1993-07-01 165.651802960431
1993-08-01 165.674504130188
1993-09-01 167.482614314649
1993-10-01 166.063430247228
1993-11-01 166.498953157101
1993-12-01 167.091068198496
1994-01-01 168.021475833420
1994-02-01 168.596537946130
1994-03-01 168.393784670616
1994-04-01 170.674116169626
1994-05-01 170.753516223419
1994-06-01 171.521847799583
1994-07-01 171.588010428533
1994-08-01 172.470369698099
1994-09-01 173.063351469831
1994-10-01 174.162714495274
1994-11-01 174.949877314729
1994-12-01 175.525415428180
1995-01-01 175.659864275606
1995-02-01 176.798115722072
1995-03-01 177.547195529461
1995-04-01 178.908902670094
1995-05-01 179.786265063919
1995-06-01 180.565310339148
1995-07-01 182.165973553915
1995-08-01 182.598856511391
1995-09-01 184.133835693601
1995-10-01 184.550871667565
1995-11-01 185.159747222007
1995-12-01 185.540667884144
1996-01-01 185.536529617023
1996-02-01 186.245103805985
1996-03-01 187.040356005752
1996-04-01 186.806955763009
1996-05-01 187.418874224808
1996-06-01 187.869207551156
1996-07-01 187.590276771395
1996-08-01 188.401210238780
1996-09-01 189.332613951741
1996-10-01 190.874269738877
1996-11-01 192.229664784505
1996-12-01 192.543306246020
1997-01-01 194.949281923622
1997-02-01 196.116356191316
1997-03-01 197.130433787968
1997-04-01 196.940624979337
1997-05-01 198.744453988483
1997-06-01 199.270863366785
1997-07-01 200.878548668583
1997-08-01 201.807556401586
1997-09-01 203.421910991094
1997-10-01 201.789626428587
1997-11-01 201.862272851959
1997-12-01 202.198191686130
1998-01-01 202.378205776387
1998-02-01 202.257269652608
1998-03-01 201.991720735697
1998-04-01 203.055770381152
1998-05-01 203.257120319345
1998-06-01 203.682754277534
1998-07-01 203.227669550906
1998-08-01 203.483315232914
1998-09-01 203.675233475108
1998-10-01 202.755977799394
1998-11-01 204.392691697596
1998-12-01 204.456895952700
1999-01-01 203.627935743443
1999-02-01 204.347409846811
1999-03-01 204.467748142457
1999-04-01 204.745691260760
1999-05-01 204.115069248931
1999-06-01 204.119312125236
1999-07-01 205.014272705995
1999-08-01 205.370924596712
1999-09-01 205.553401723832
1999-10-01 206.507150543572
1999-11-01 206.593712545643
1999-12-01 206.995345448334
2000-01-01 207.585758935779
2000-02-01 207.110289860300
2000-03-01 207.867928526431
2000-04-01 207.409841872724
2000-05-01 208.076365112161
2000-06-01 208.222589529716
2000-07-01 208.146555377766
2000-08-01 207.563204080865
2000-09-01 208.962219406250
2000-10-01 208.727413810368
2000-11-01 208.826551671765
2000-12-01 209.268120912523
2001-01-01 210.908681610400
2001-02-01 211.809761839275
2001-03-01 212.675556873750
2001-04-01 213.199436425683
2001-05-01 214.194506167893
2001-06-01 215.649583073137
2001-07-01 215.914259762635
2001-08-01 216.353705780641
2001-09-01 216.986887188973
2001-10-01 217.399565179199
2001-11-01 218.038571437800
2001-12-01 218.685716363528
2002-01-01 219.840102030827
2002-02-01 220.853984266613
2002-03-01 221.132471524179
2002-04-01 221.989640927519
2002-05-01 222.544919933635
2002-06-01 223.463815220500
2002-07-01 223.098412636147
2002-08-01 225.080036989368
2002-09-01 225.321848392677
2002-10-01 224.823139094807
2002-11-01 226.090192758364
2002-12-01 226.377739936240
2003-01-01 229.789400811118
2003-02-01 230.124386344169
2003-03-01 230.175901436050
2003-04-01 230.556831570228
2003-05-01 231.028663341527
2003-06-01 230.936894915373
2003-07-01 231.865695465326
2003-08-01 232.160029454616
2003-09-01 231.754022931241
2003-10-01 232.056525120598
2003-11-01 232.511965621721
2003-12-01 232.440463517213
2004-01-01 232.688890625758
2004-02-01 233.259619480451
2004-03-01 234.169010123800
2004-04-01 234.830898774320
2004-05-01 235.487570069677
2004-06-01 235.063368035839
2004-07-01 236.284992603928
2004-08-01 236.680076207814
2004-09-01 237.377919017848
2004-10-01 240.083731020830
2004-11-01 240.165879880561
2004-12-01 240.987361198251
2005-01-01 240.758424640564
2005-02-01 241.135294972519
2005-03-01 241.850216326871
2005-04-01 242.697782252034
2005-05-01 243.132562964496
2005-06-01 243.206517470304
2005-07-01 245.924684785106
2005-08-01 245.575406319321
2005-09-01 247.366446639211
2005-10-01 248.766531611136
2005-11-01 248.674446856557
2005-12-01 249.547214724659
2006-01-01 250.783885796772
2006-02-01 251.612777109050
2006-03-01 251.882720281543
2006-04-01 253.943927648215
2006-05-01 254.906495130323
2006-06-01 257.095007516322
2006-07-01 257.430607864591
2006-08-01 258.743476228760
2006-09-01 259.646888556244
2006-10-01 260.037074428356
2006-11-01 261.117244602150
2006-12-01 262.566849825904
2007-01-01 262.684759798467
2007-02-01 265.002256037559
2007-03-01 266.426433311570
2007-04-01 266.690145631134
2007-05-01 267.338047932874
2007-06-01 269.071726059830
2007-07-01 269.245454411603
2007-08-01 270.348759164272
2007-09-01 271.608823329945
2007-10-01 272.200972843486
2007-11-01 273.485393707214
2007-12-01 273.170244101301
2008-01-01 276.012447181031
2008-02-01 277.476486559539
2008-03-01 276.992312384075
2008-04-01 277.170180325615
2008-05-01 279.223523730200
2008-06-01 279.355038574974
2008-07-01 280.321776938542
2008-08-01 281.138157596964
2008-09-01 281.727600437542
2008-10-01 282.442153216513
2008-11-01 283.760923228128
2008-12-01 285.060950005601
2009-01-01 286.336644427903
2009-02-01 287.092800943891
2009-03-01 288.216655789020
2009-04-01 289.275290884277
2009-05-01 290.716469840835
2009-06-01 292.341179470508
2009-07-01 294.832549330564
2009-08-01 295.602991630782
2009-09-01 296.975148060144
2009-10-01 299.568566737522
2009-11-01 299.503519772200
2009-12-01 300.054998745711
2010-01-01 299.231606639913
2010-02-01 299.854092881073
2010-03-01 301.617273421833
2010-04-01 302.386302524031
2010-05-01 303.111463067664
2010-06-01 304.117762228548
2010-07-01 304.152177547447
2010-08-01 305.158907132460
2010-09-01 305.502638283624
2010-10-01 307.617574588920
2010-11-01 307.857826397339
2010-12-01 308.805984199015
2011-01-01 310.200553605758
2011-02-01 309.412065392601
2011-03-01 311.570330191613
2011-04-01 313.472221653877
2011-05-01 314.513722890086
2011-06-01 315.048223338063
2011-07-01 316.542251618466
2011-08-01 317.201057037622
2011-09-01 319.204046689925
2011-10-01 318.712259220387
2011-11-01 319.308960507685
2011-12-01 320.501472044633
2012-01-01 321.019047621432
2012-02-01 322.207643936166
2012-03-01 322.949673987054
2012-04-01 322.647756100479
2012-05-01 322.727011994706
2012-06-01 323.178527912534
2012-07-01 322.981621571917
2012-08-01 324.075793495280
2012-09-01 324.900355073046
2012-10-01 324.902435504506
2012-11-01 325.592954588985
2012-12-01 326.482636437771
2013-01-01 326.304276240503
2013-02-01 327.846534060428
2013-03-01 328.309641786725
2013-04-01 329.580052559839
2013-05-01 330.230484481348
2013-06-01 330.786873452841
2013-07-01 330.611039367963
2013-08-01 332.417605395561
2013-09-01 333.660472955149
2013-10-01 334.939492505430
2013-11-01 336.305386545702
2013-12-01 336.311616972625
2014-01-01 338.279723537649
2014-02-01 338.922665005760
2014-03-01 340.060804414078
2014-04-01 339.927464788444
2014-05-01 341.167849123699
2014-06-01 342.293278927833
2014-07-01 342.248466302075
2014-08-01 344.735479606866
2014-09-01 345.911660035636
2014-10-01 347.272875447494
2014-11-01 348.618398557952
2014-12-01 349.398787213708
2015-01-01 350.639099799343
2015-02-01 351.678198924860
2015-03-01 352.282651366928
2015-04-01 354.750427359443
2015-05-01 356.380953928273
2015-06-01 357.622890818986
2015-07-01 359.387108410929
2015-08-01 360.221538467750
2015-09-01 360.552268918525
2015-10-01 361.830633121869
2015-11-01 362.658989254046
2015-12-01 363.706188301129
2016-01-01 364.645516176474
2016-02-01 365.164479997464
2016-03-01 366.230786569360
2016-04-01 367.223588515530
2016-05-01 368.000730616785
2016-06-01 367.475069477742
2016-07-01 369.115748836867
2016-08-01 370.001297634753
2016-09-01 372.009862752589
2016-10-01 371.915995879729
2016-11-01 372.549063528614
2016-12-01 373.190028771318
2017-01-01 376.090674195564
2017-02-01 377.256074087814
2017-03-01 378.730633346041
2017-04-01 378.426046310254
2017-05-01 378.772457452555
2017-06-01 381.113315038728
2017-07-01 379.609948936523
2017-08-01 380.219099659364
2017-09-01 380.859510775459
2017-10-01 380.562171591308
2017-11-01 381.229739942505
2017-12-01 381.951259157269
2018-01-01 382.798644120449
2018-02-01 383.404299953087
2018-03-01 384.450381390480
2018-04-01 384.188528047049
2018-05-01 385.089235602255
2018-06-01 387.030294122486
2018-07-01 387.934202945509
2018-08-01 388.634580618821
2018-09-01 389.339495885234
2018-10-01 389.750302933140
2018-11-01 390.230942087035
2018-12-01 391.492568032273
2019-01-01 391.789464699343
2019-02-01 393.322999305738
2019-03-01 394.277921791176
2019-04-01 395.706849982347
2019-05-01 396.821091893176
2019-06-01 396.939684210170
2019-07-01 397.155398908274
2019-08-01 398.634386031809
2019-09-01 398.873355050825
2019-10-01 399.461254113644
2019-11-01 400.364422776389
2019-12-01 400.245148320172
2020-01-01 402.082959714764
2020-02-01 403.425642864010
2020-03-01 403.352878160669
2020-04-01 357.605394384411
2020-05-01 372.240316747842
2020-06-01 379.071020384670
2020-07-01 379.875093693516
2020-08-01 381.321044419513
2020-09-01 383.372855024534
2020-10-01 387.602105337611
2020-11-01 388.768072338771
2020-12-01 391.045357998507
2021-01-01 392.011714021462
2021-02-01 390.287152564708
2021-03-01 393.017074108718
2021-04-01 393.480856569788
2021-05-01 393.083581078719
2021-06-01 393.239760041032
2021-07-01 395.545729582025
2021-08-01 395.401140397775
2021-09-01 394.105397128255
2021-10-01 396.710296821494
2021-11-01 397.062595076979
2021-12-01 398.247511119273
2022-01-01 397.440474909034
2022-02-01 398.263399781866
2022-03-01 399.574591158500
2022-04-01 403.720637688052
2022-05-01 405.172362664291
2022-06-01 404.617969218123
2022-07-01 409.336261604765
2022-08-01 411.465900609506
2022-09-01 414.066804536456
2022-10-01 415.582115557963
2022-11-01 417.968870245797
2022-12-01 417.399489134303
2023-01-01 422.088966073331
2023-02-01 423.807956976373
2023-03-01 427.014356144927
2023-04-01 428.286103209944
2023-05-01 430.309695455165
2023-06-01 432.907125234232
2023-07-01 432.835571792208
2023-08-01 434.831664108854
2023-09-01 435.708054865046
2023-10-01 436.910250595721
2023-11-01 437.425018602946
2023-12-01 437.905759137403
2024-01-01 438.309341469120
2024-02-01 439.592626805027
2024-03-01 439.627741984234
2024-04-01 440.535495427697
2024-05-01 441.452864029604
2024-06-01 440.943746779404
2024-07-01 442.359579235422
2024-08-01 443.372795865286
2024-09-01 444.097234305521
2024-10-01 445.533762739500
2024-11-01 446.644597018188
2024-12-01 446.064342174492
2025-01-01 451.831731098293
2025-02-01 452.343126501425
2025-03-01 453.372963921957
2025-04-01 453.959886158557
2025-05-01 455.204654054547
2025-06-01 459.549019671012
2025-07-01 457.965151467275
2025-08-01 457.628953137730
2025-09-01 459.264726489626
2025-10-01 458.570101946224
2025-11-01 459.882126839036
2025-12-01 460.871983909022

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