Table Data - All Employees: Education and Health Services: Private Education and Health Services in Houston-Pasadena-The Woodlands, TX (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Houston-Pasadena-The Woodlands, TX (MSA)
Series ID HOUS448EDUH
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 2026-01-01
Last Updated 2026-04-10 4:32 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
1990-01-01 166.608783200236
1990-02-01 158.516027683621
1990-03-01 159.835583625648
1990-04-01 159.383079389876
1990-05-01 159.698504951059
1990-06-01 160.868944503731
1990-07-01 161.803221529690
1990-08-01 162.364753580459
1990-09-01 164.109733693965
1990-10-01 163.478663557925
1990-11-01 164.023335050136
1990-12-01 164.356291416716
1991-01-01 163.370312442186
1991-02-01 164.986854907875
1991-03-01 165.373303937627
1991-04-01 165.573850241882
1991-05-01 166.508668749864
1991-06-01 166.585275299256
1991-07-01 166.416132829316
1991-08-01 166.887564063727
1991-09-01 167.359004897579
1991-10-01 168.767923404937
1991-11-01 169.336161976477
1991-12-01 169.128155973963
1992-01-01 169.939551852432
1992-02-01 170.366581365310
1992-03-01 170.423004005189
1992-04-01 171.355839213330
1992-05-01 171.890603358234
1992-06-01 172.277844739965
1992-07-01 173.056578124618
1992-08-01 173.244674368844
1992-09-01 173.782237837425
1992-10-01 174.781125475100
1992-11-01 175.493833431519
1992-12-01 176.701697235266
1993-01-01 177.813959187974
1993-02-01 178.347610690425
1993-03-01 179.402755669299
1993-04-01 179.527450596402
1993-05-01 178.664967970293
1993-06-01 178.944818481473
1993-07-01 180.714531189663
1993-08-01 180.981244698952
1993-09-01 181.687690947428
1993-10-01 180.623637463335
1993-11-01 180.589859250677
1993-12-01 180.929341656451
1994-01-01 180.534253382149
1994-02-01 180.664443884823
1994-03-01 180.980592394238
1994-04-01 182.008153631527
1994-05-01 182.517250045842
1994-06-01 182.502665513509
1994-07-01 184.804163761308
1994-08-01 185.355928948592
1994-09-01 186.009400001934
1994-10-01 184.192261429676
1994-11-01 184.490787891073
1994-12-01 185.149773697832
1995-01-01 185.805140976812
1995-02-01 186.453810420860
1995-03-01 187.116280197923
1995-04-01 187.604925393155
1995-05-01 187.961371145698
1995-06-01 188.677011814725
1995-07-01 188.322920970940
1995-08-01 188.731327418008
1995-09-01 188.847095770756
1995-10-01 188.715026329775
1995-11-01 189.253138280982
1995-12-01 189.684051221540
1996-01-01 190.069148872481
1996-02-01 190.096570386076
1996-03-01 189.958839710848
1996-04-01 189.432390295602
1996-05-01 190.993792805408
1996-06-01 191.751489028299
1996-07-01 192.050779497518
1996-08-01 192.717437918075
1996-09-01 193.115471442936
1996-10-01 196.480705909977
1996-11-01 197.556519379511
1996-12-01 197.810396762159
1997-01-01 198.738911996842
1997-02-01 196.738648656956
1997-03-01 200.410491063678
1997-04-01 201.353095130416
1997-05-01 202.232796443576
1997-06-01 202.569113833970
1997-07-01 203.162480308862
1997-08-01 204.059703933335
1997-09-01 204.966845544385
1997-10-01 206.419635922229
1997-11-01 206.354801841415
1997-12-01 207.555734762257
1998-01-01 207.865551382839
1998-02-01 208.993018154240
1998-03-01 210.031743750548
1998-04-01 210.072101816730
1998-05-01 210.687876951483
1998-06-01 210.816263948174
1998-07-01 211.313740181722
1998-08-01 212.103856467878
1998-09-01 212.968492196808
1998-10-01 210.894175942592
1998-11-01 211.106529680559
1998-12-01 212.335417182218
1999-01-01 211.393834595283
1999-02-01 211.271742798751
1999-03-01 215.189822048250
1999-04-01 215.462268604715
1999-05-01 215.779581860300
1999-06-01 217.071620637663
1999-07-01 217.939611895513
1999-08-01 218.089533001644
1999-09-01 218.899118357182
1999-10-01 220.264421041193
1999-11-01 221.046404524483
1999-12-01 220.741111297718
2000-01-01 221.461235457837
2000-02-01 221.641319234097
2000-03-01 222.668844076223
2000-04-01 223.469501596143
2000-05-01 223.364518439595
2000-06-01 223.635221767097
2000-07-01 224.289432108225
2000-08-01 223.735943296170
2000-09-01 224.240449298681
2000-10-01 224.161020544126
2000-11-01 224.813942340609
2000-12-01 225.665297434876
2001-01-01 226.237524147193
2001-02-01 227.061505561560
2001-03-01 227.674436440045
2001-04-01 228.378102484621
2001-05-01 229.974665861755
2001-06-01 230.836661315285
2001-07-01 231.771975356034
2001-08-01 233.467988334738
2001-09-01 234.341453146510
2001-10-01 235.742241554516
2001-11-01 236.979241502150
2001-12-01 237.911046000819
2002-01-01 239.403075101318
2002-02-01 240.220766138873
2002-03-01 240.387498818155
2002-04-01 241.614420340189
2002-05-01 241.952233731047
2002-06-01 243.299909908449
2002-07-01 243.732510411461
2002-08-01 244.678488911492
2002-09-01 244.341886492943
2002-10-01 243.318031760257
2002-11-01 244.711674063304
2002-12-01 244.977385466681
2003-01-01 245.851349781862
2003-02-01 247.134162613015
2003-03-01 248.162615847784
2003-04-01 248.418655311307
2003-05-01 249.267507078314
2003-06-01 249.029815933819
2003-07-01 249.531111348864
2003-08-01 250.084793043589
2003-09-01 250.944847779557
2003-10-01 251.474825056144
2003-11-01 251.425644354847
2003-12-01 251.974668938293
2004-01-01 252.658917679514
2004-02-01 253.066206569321
2004-03-01 253.198665740257
2004-04-01 252.613079115993
2004-05-01 252.960684407184
2004-06-01 253.388537073118
2004-07-01 254.250699491153
2004-08-01 254.786002065833
2004-09-01 255.302451908351
2004-10-01 258.005644017196
2004-11-01 258.337573459523
2004-12-01 259.420897417367
2005-01-01 259.022481994487
2005-02-01 258.983658525379
2005-03-01 260.139018918860
2005-04-01 260.786636986253
2005-05-01 261.264541113524
2005-06-01 261.730795846529
2005-07-01 262.878692444578
2005-08-01 263.976859401198
2005-09-01 264.558723388736
2005-10-01 264.948144200513
2005-11-01 266.174520575361
2005-12-01 266.973587275133
2006-01-01 267.355687521760
2006-02-01 268.162755471186
2006-03-01 268.749895296365
2006-04-01 270.068556987509
2006-05-01 270.722740280710
2006-06-01 271.256171871951
2006-07-01 271.856656387338
2006-08-01 272.482910970099
2006-09-01 273.300271170715
2006-10-01 273.683091918231
2006-11-01 274.162973007293
2006-12-01 275.565503035846
2007-01-01 277.413210019985
2007-02-01 278.435952017929
2007-03-01 279.516238388087
2007-04-01 280.328376781160
2007-05-01 281.170610375307
2007-06-01 281.629967805349
2007-07-01 281.995455796056
2007-08-01 282.282980544015
2007-09-01 282.454324874636
2007-10-01 283.297514456030
2007-11-01 283.881823818282
2007-12-01 284.146989768648
2008-01-01 283.520782067264
2008-02-01 284.076820775015
2008-03-01 283.006567734161
2008-04-01 284.574877075885
2008-05-01 285.098278205587
2008-06-01 286.457988697092
2008-07-01 287.150394039853
2008-08-01 288.421326878179
2008-09-01 285.234811318077
2008-10-01 288.299360100060
2008-11-01 289.980513442303
2008-12-01 290.847063708321
2009-01-01 291.636846437804
2009-02-01 292.770841907534
2009-03-01 293.503901032252
2009-04-01 294.659080405102
2009-05-01 296.051844013785
2009-06-01 297.893147157154
2009-07-01 299.426052855342
2009-08-01 300.035199493381
2009-09-01 299.993750969688
2009-10-01 301.441677867878
2009-11-01 302.078228464618
2009-12-01 302.313208597071
2010-01-01 305.294545408837
2010-02-01 305.917139094762
2010-03-01 307.125900009213
2010-04-01 308.249735885470
2010-05-01 309.129604936493
2010-06-01 309.163207110307
2010-07-01 310.245792498792
2010-08-01 310.330225323452
2010-09-01 311.058776363344
2010-10-01 311.671079414122
2010-11-01 312.310438837163
2010-12-01 312.340547022702
2011-01-01 312.676804546778
2011-02-01 312.174303220652
2011-03-01 313.206406036853
2011-04-01 314.321767016014
2011-05-01 314.635056119321
2011-06-01 315.256902089288
2011-07-01 316.040795920106
2011-08-01 316.151426054260
2011-09-01 317.897034663870
2011-10-01 316.931211510331
2011-11-01 319.006642688312
2011-12-01 319.992038111370
2012-01-01 320.921512959143
2012-02-01 321.968287532792
2012-03-01 323.468430496865
2012-04-01 323.790828120262
2012-05-01 325.170146350444
2012-06-01 326.823548613330
2012-07-01 327.080459249318
2012-08-01 328.763893743181
2012-09-01 330.355463683420
2012-10-01 330.951624034178
2012-11-01 331.752538173731
2012-12-01 333.019909174505
2013-01-01 333.365513811268
2013-02-01 335.216923325813
2013-03-01 335.945192034229
2013-04-01 336.577529344504
2013-05-01 337.730529962921
2013-06-01 338.311261880186
2013-07-01 339.176617571931
2013-08-01 341.127844696435
2013-09-01 341.685643885934
2013-10-01 343.367014690522
2013-11-01 344.656800923721
2013-12-01 344.366465240755
2014-01-01 344.714990002492
2014-02-01 345.229133494664
2014-03-01 345.940205986255
2014-04-01 347.964532728735
2014-05-01 348.934026317388
2014-06-01 348.756745728177
2014-07-01 351.104681439395
2014-08-01 352.394937671389
2014-09-01 353.708141579649
2014-10-01 356.641073829532
2014-11-01 357.656740099377
2014-12-01 358.704943423289
2015-01-01 360.991225831847
2015-02-01 362.194257046542
2015-03-01 363.652550305235
2015-04-01 364.032389500878
2015-05-01 364.476877814186
2015-06-01 364.447922471661
2015-07-01 366.807766954792
2015-08-01 367.049160596530
2015-09-01 368.619064957915
2015-10-01 369.629065124882
2015-11-01 370.293504558713
2015-12-01 370.921193494151
2016-01-01 372.476450388644
2016-02-01 373.078586734239
2016-03-01 373.338032232204
2016-04-01 374.290540480828
2016-05-01 374.958911590618
2016-06-01 375.763211597549
2016-07-01 378.236057867040
2016-08-01 379.655292583130
2016-09-01 381.322318341637
2016-10-01 380.741415265490
2016-11-01 381.208049134756
2016-12-01 382.310606514575
2017-01-01 382.511919334581
2017-02-01 383.331552481560
2017-03-01 384.287264571017
2017-04-01 385.299262644297
2017-05-01 386.463475844657
2017-06-01 387.832073663161
2017-07-01 386.258404451313
2017-08-01 386.057441379591
2017-09-01 384.722862198448
2017-10-01 385.772236458332
2017-11-01 386.439598133619
2017-12-01 387.744090842672
2018-01-01 387.763475727693
2018-02-01 389.858904703233
2018-03-01 391.576191649409
2018-04-01 391.528717225257
2018-05-01 392.445923588855
2018-06-01 394.537014010606
2018-07-01 395.004440549974
2018-08-01 396.130776889217
2018-09-01 397.396425961466
2018-10-01 397.163170678114
2018-11-01 397.966890208783
2018-12-01 399.247653829417
2019-01-01 399.078959424304
2019-02-01 400.751310946820
2019-03-01 401.638264234684
2019-04-01 403.040172713867
2019-05-01 404.622855989346
2019-06-01 404.468176810647
2019-07-01 404.868302934882
2019-08-01 406.915493225112
2019-09-01 408.356244334065
2019-10-01 406.185835999988
2019-11-01 407.539192874990
2019-12-01 407.550139000608
2020-01-01 413.875397926719
2020-02-01 414.815390326462
2020-03-01 412.910990138562
2020-04-01 369.553969250574
2020-05-01 384.074605486334
2020-06-01 391.925716784134
2020-07-01 391.660616434474
2020-08-01 392.687085286642
2020-09-01 393.895809945243
2020-10-01 397.640985715411
2020-11-01 399.815112220811
2020-12-01 401.150171843795
2021-01-01 402.786678141691
2021-02-01 401.935266003396
2021-03-01 404.653833446334
2021-04-01 405.417480872500
2021-05-01 406.075244283681
2021-06-01 407.534055039532
2021-07-01 410.162762181042
2021-08-01 410.657726803621
2021-09-01 409.713902840918
2021-10-01 413.869117916475
2021-11-01 415.049020563584
2021-12-01 417.602064870097
2022-01-01 416.086069024073
2022-02-01 417.388216947865
2022-03-01 419.052010968078
2022-04-01 421.242834082936
2022-05-01 421.824691570501
2022-06-01 422.397736109889
2022-07-01 427.158512578313
2022-08-01 428.346892153425
2022-09-01 431.011664159068
2022-10-01 434.049512634894
2022-11-01 435.445518479036
2022-12-01 436.554245561221
2023-01-01 438.874521292270
2023-02-01 441.545515291305
2023-03-01 443.352416016645
2023-04-01 444.889338920027
2023-05-01 447.173204098392
2023-06-01 448.400196707451
2023-07-01 448.176200861714
2023-08-01 451.180919787560
2023-09-01 452.707701567656
2023-10-01 452.750433548678
2023-11-01 453.330128605692
2023-12-01 455.361650865388
2024-01-01 455.461850166836
2024-02-01 456.097428803240
2024-03-01 456.944336614949
2024-04-01 458.350918069295
2024-05-01 459.039411972208
2024-06-01 460.350193147184
2024-07-01 456.354591279351
2024-08-01 461.142649220044
2024-09-01 461.744539506772
2024-10-01 462.259572576556
2024-11-01 463.503890241732
2024-12-01 463.158468972750
2025-01-01 465.896184400946
2025-02-01 466.697481334997
2025-03-01 467.057048080697
2025-04-01 467.013330529070
2025-05-01 467.710728045391
2025-06-01 467.566654964993
2025-07-01 468.734490404994
2025-08-01 469.698709387749
2025-09-01 469.674366737665
2025-10-01 468.175625451786
2025-11-01 469.499472946204
2025-12-01 471.647250372009
2026-01-01 474.509214737333

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