Federal Reserve Economic Data

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 2025-12-01
Last Updated 2026-01-28 4:09 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
1990-01-01 166.593889638671
1990-02-01 158.524785113003
1990-03-01 159.835319203733
1990-04-01 159.384469655196
1990-05-01 159.699439281950
1990-06-01 160.870589374900
1990-07-01 161.805912964157
1990-08-01 162.367224845755
1990-09-01 164.118430358439
1990-10-01 163.471215869972
1990-11-01 164.019602789743
1990-12-01 164.355001792717
1991-01-01 163.356960053572
1991-02-01 164.994614462342
1991-03-01 165.372784847799
1991-04-01 165.575006149806
1991-05-01 166.509755703019
1991-06-01 166.586963407134
1991-07-01 166.419147456484
1991-08-01 166.891083161117
1991-09-01 167.370321360007
1991-10-01 168.758414386288
1991-11-01 169.331171925091
1991-12-01 169.126106297299
1992-01-01 169.929114674100
1992-02-01 170.370723210299
1992-03-01 170.422384090006
1992-04-01 171.356830884252
1992-05-01 171.892246835386
1992-06-01 172.278971868292
1992-07-01 173.060903607953
1992-08-01 173.250283406202
1992-09-01 173.796031981295
1992-10-01 174.769618238279
1992-11-01 175.487165737181
1992-12-01 176.698049912411
1993-01-01 177.806340248499
1993-02-01 178.348076884162
1993-03-01 179.401860222929
1993-04-01 179.528503589323
1993-05-01 178.667421401991
1993-06-01 178.945402563387
1993-07-01 180.720527800872
1993-08-01 180.989443392960
1993-09-01 181.703804741469
1993-10-01 180.610338158542
1993-11-01 180.581205470963
1993-12-01 180.923873597740
1994-01-01 180.529282519948
1994-02-01 180.661002758345
1994-03-01 180.980124997939
1994-04-01 182.009841486297
1994-05-01 182.520745187387
1994-06-01 182.502768325801
1994-07-01 184.811752470789
1994-08-01 185.365693586843
1994-09-01 186.025614945386
1994-10-01 184.178343853037
1994-11-01 184.481181036151
1994-12-01 185.142800436136
1995-01-01 185.800366001127
1995-02-01 186.448779666031
1995-03-01 187.116669225817
1995-04-01 187.607285967372
1995-05-01 187.965593683852
1995-06-01 188.677430658444
1995-07-01 188.331055633773
1995-08-01 188.741922977137
1995-09-01 188.863232660467
1995-10-01 188.699607966559
1995-11-01 189.242816839302
1995-12-01 189.676305476153
1996-01-01 190.063360945895
1996-02-01 190.091732923326
1996-03-01 189.961154308840
1996-04-01 189.435796137703
1996-05-01 190.998152480188
1996-06-01 191.752489768820
1996-07-01 192.058835835943
1996-08-01 192.727301738193
1996-09-01 193.128554634508
1996-10-01 196.465053366044
1996-11-01 197.547072838094
1996-12-01 197.802585648573
1997-01-01 198.732196999598
1997-02-01 196.734897224327
1997-03-01 200.414751315426
1997-04-01 201.357266306070
1997-05-01 202.236733346375
1997-06-01 202.571159063778
1997-07-01 203.170155067840
1997-08-01 204.068152672450
1997-09-01 204.976497915075
1997-10-01 206.404736827942
1997-11-01 206.346557414236
1997-12-01 207.548342187908
1998-01-01 207.858440557404
1998-02-01 208.990804494239
1998-03-01 210.037593027977
1998-04-01 210.076798503668
1998-05-01 210.691044614412
1998-06-01 210.819131669554
1998-07-01 211.320306368659
1998-08-01 212.109506427015
1998-09-01 212.973899217794
1998-10-01 210.882012957675
1998-11-01 211.100535915241
1998-12-01 212.329138306803
1999-01-01 211.387482043491
1999-02-01 211.271005190994
1999-03-01 215.195818609311
1999-04-01 215.466367781867
1999-05-01 215.781872775252
1999-06-01 217.074756032093
1999-07-01 217.944710114984
1999-08-01 218.093078534823
1999-09-01 218.902944904279
1999-10-01 220.253866617527
1999-11-01 221.041572508248
1999-12-01 220.736064779799
2000-01-01 221.455577541993
2000-02-01 221.642295782461
2000-03-01 222.674082541448
2000-04-01 223.473032988342
2000-05-01 223.366132403315
2000-06-01 223.637772165362
2000-07-01 224.293150082176
2000-08-01 223.737691144826
2000-09-01 224.242197532735
2000-10-01 224.153668535171
2000-11-01 224.810871913254
2000-12-01 225.661750563707
2001-01-01 226.233669373797
2001-02-01 227.062762831685
2001-03-01 227.677949117811
2001-04-01 228.380631529963
2001-05-01 229.975901344937
2001-06-01 230.838209162931
2001-07-01 231.774672783264
2001-08-01 233.468548035466
2001-09-01 234.341879996203
2001-10-01 235.737971570497
2001-11-01 236.977260211742
2001-12-01 237.908878881167
2002-01-01 239.401041987004
2002-02-01 240.221509520671
2002-03-01 240.389380933710
2002-04-01 241.616087198351
2002-05-01 241.953238191351
2002-06-01 243.300933134479
2002-07-01 243.733992710481
2002-08-01 244.678343554263
2002-09-01 244.341351684603
2002-10-01 243.316048587566
2002-11-01 244.710889191235
2002-12-01 244.976536402582
2003-01-01 245.851006183194
2003-02-01 247.134016919042
2003-03-01 248.163314786154
2003-04-01 248.419358994596
2003-05-01 249.268324547186
2003-06-01 249.030622747488
2003-07-01 249.531668999427
2003-08-01 250.084442805097
2003-09-01 250.944199729918
2003-10-01 251.473804400763
2003-11-01 251.425230980156
2003-12-01 251.974514155084
2004-01-01 252.658838286607
2004-02-01 253.066529080043
2004-03-01 253.198925795743
2004-04-01 252.613410120533
2004-05-01 252.961250916550
2004-06-01 253.389744183019
2004-07-01 254.250523960561
2004-08-01 254.785332713520
2004-09-01 255.301444093952
2004-10-01 258.004524518016
2004-11-01 258.337184250548
2004-12-01 259.420952646928
2005-01-01 259.023502382961
2005-02-01 258.983848286635
2005-03-01 260.139290167161
2005-04-01 260.787315930291
2005-05-01 261.265575666269
2005-06-01 261.731597184199
2005-07-01 262.879466898790
2005-08-01 263.975846622584
2005-09-01 264.554730795262
2005-10-01 264.946851746107
2005-11-01 266.174521254065
2005-12-01 266.973887893880
2006-01-01 267.357846922506
2006-02-01 268.162985149416
2006-03-01 268.750438418612
2006-04-01 270.069647347838
2006-05-01 270.724059753188
2006-06-01 271.257135361732
2006-07-01 271.860067311538
2006-08-01 272.481247762909
2006-09-01 273.290396301181
2006-10-01 273.681919810477
2006-11-01 274.163454805479
2006-12-01 275.566542673617
2007-01-01 277.416645048851
2007-02-01 278.436325629349
2007-03-01 279.517126893405
2007-04-01 280.329920454811
2007-05-01 281.172413140386
2007-06-01 281.631023797563
2007-07-01 282.001940189921
2007-08-01 282.280626283936
2007-09-01 282.437988346820
2007-10-01 283.296197344360
2007-11-01 283.882932643299
2007-12-01 284.149107054508
2008-01-01 283.524693968003
2008-02-01 284.077954216446
2008-03-01 283.007741905771
2008-04-01 284.576596244047
2008-05-01 285.099993530715
2008-06-01 286.459968457418
2008-07-01 287.159556900739
2008-08-01 288.419457124337
2008-09-01 285.211074525333
2008-10-01 288.298757617193
2008-11-01 289.982134175625
2008-12-01 290.850093804247
2009-01-01 291.641167395390
2009-02-01 292.772762961024
2009-03-01 293.505263147162
2009-04-01 294.660889469397
2009-05-01 296.053674967617
2009-06-01 297.895028885580
2009-07-01 299.437649243136
2009-08-01 300.034018216313
2009-09-01 299.964210185817
2009-10-01 301.441631201899
2009-11-01 302.080522275884
2009-12-01 302.316835608539
2010-01-01 305.298335975361
2010-02-01 305.920108119123
2010-03-01 307.127394893451
2010-04-01 308.251168679525
2010-05-01 309.130645090154
2010-06-01 309.165666383177
2010-07-01 310.258508429191
2010-08-01 310.330008799428
2010-09-01 311.026883654355
2010-10-01 311.672007590083
2010-11-01 312.312483988770
2010-12-01 312.344291627306
2011-01-01 312.679655512381
2011-02-01 312.177813543952
2011-03-01 313.208093732028
2011-04-01 314.322925878707
2011-05-01 314.635954687968
2011-06-01 315.259631594315
2011-07-01 316.051605206773
2011-08-01 316.150636983578
2011-09-01 317.869692223332
2011-10-01 316.932203163484
2011-11-01 319.007053317398
2011-12-01 319.994770625507
2012-01-01 320.923177090712
2012-02-01 321.972091136456
2012-03-01 323.470829253024
2012-04-01 323.793171238102
2012-05-01 325.173235358539
2012-06-01 326.827573051606
2012-07-01 327.088073379112
2012-08-01 328.760934808101
2012-09-01 330.330086040813
2012-10-01 330.950694468601
2012-11-01 331.750416477783
2012-12-01 333.022052882920
2013-01-01 333.367929186149
2013-02-01 335.220530371268
2013-03-01 335.949944600384
2013-04-01 336.584722102324
2013-05-01 337.740123437897
2013-06-01 338.314186692639
2013-07-01 339.185475991467
2013-08-01 341.125485933978
2013-09-01 341.638242586060
2013-10-01 343.366389516436
2013-11-01 344.655202020468
2013-12-01 344.369829071940
2014-01-01 344.719554026477
2014-02-01 345.233967271022
2014-03-01 345.949849424614
2014-04-01 347.979574018175
2014-05-01 348.950142051405
2014-06-01 348.764527824093
2014-07-01 351.120974140762
2014-08-01 352.405362951807
2014-09-01 353.582295256763
2014-10-01 356.653517053029
2014-11-01 357.663579583674
2014-12-01 358.712571744568
2015-01-01 361.000343420355
2015-02-01 362.203092132127
2015-03-01 363.671730099908
2015-04-01 364.055256477882
2015-05-01 364.501325434033
2015-06-01 364.462793670965
2015-07-01 366.830357804069
2015-08-01 367.069337644075
2015-09-01 368.403743705799
2015-10-01 369.653640672293
2015-11-01 370.310724990644
2015-12-01 370.935553002065
2016-01-01 372.491678957244
2016-02-01 373.092189714233
2016-03-01 373.367823064211
2016-04-01 374.321354677473
2016-05-01 374.991584363031
2016-06-01 375.790553088834
2016-07-01 378.264212576855
2016-08-01 379.682817133650
2016-09-01 380.991205272805
2016-10-01 380.805907663091
2016-11-01 381.230858402809
2016-12-01 382.328111395811
2017-01-01 382.540863916867
2017-02-01 383.346639436338
2017-03-01 384.326844270000
2017-04-01 385.334844092399
2017-05-01 386.509726985524
2017-06-01 387.867405556477
2017-07-01 386.290952428290
2017-08-01 386.085648562982
2017-09-01 384.282512907508
2017-10-01 385.897340272976
2017-11-01 386.465363565942
2017-12-01 387.762776452071
2018-01-01 387.804922813696
2018-02-01 389.871383395375
2018-03-01 391.620934953262
2018-04-01 391.567362069346
2018-05-01 392.499040437870
2018-06-01 394.580750099633
2018-07-01 395.047327158029
2018-08-01 396.180070206702
2018-09-01 396.793186071633
2018-10-01 397.376778272741
2018-11-01 398.006106198069
2018-12-01 399.269956161749
2019-01-01 399.131403996007
2019-02-01 400.762549860192
2019-03-01 401.685891672091
2019-04-01 403.075963524343
2019-05-01 404.682416521267
2019-06-01 404.498281089468
2019-07-01 404.909466821644
2019-08-01 406.959350730472
2019-09-01 407.672004496850
2019-10-01 406.481780164642
2019-11-01 407.582523483814
2019-12-01 407.583137454651
2020-01-01 413.939295332476
2020-02-01 414.833114095598
2020-03-01 412.959155683665
2020-04-01 369.583242184235
2020-05-01 384.123064135333
2020-06-01 391.923104751705
2020-07-01 391.694721264473
2020-08-01 392.699003333061
2020-09-01 393.217875582799
2020-10-01 397.970751568303
2020-11-01 399.856643951613
2020-12-01 401.211124560234
2021-01-01 402.881722336461
2021-02-01 401.984866668319
2021-03-01 404.714195783875
2021-04-01 405.452942092659
2021-05-01 406.114876976472
2021-06-01 407.483428189799
2021-07-01 410.153231990967
2021-08-01 410.565722925581
2021-09-01 409.030273881363
2021-10-01 414.220706285460
2021-11-01 415.058230039706
2021-12-01 417.754396971629
2022-01-01 416.233412886992
2022-02-01 417.582661907832
2022-03-01 419.106487797210
2022-04-01 421.291845965510
2022-05-01 421.904593582958
2022-06-01 422.225431974174
2022-07-01 427.076800536545
2022-08-01 428.157361473462
2022-09-01 430.207669979465
2022-10-01 434.375066900835
2022-11-01 435.375597249552
2022-12-01 436.813579206824
2023-01-01 439.214458004757
2023-02-01 441.985266947466
2023-03-01 443.431539857662
2023-04-01 444.976636370277
2023-05-01 447.309279760990
2023-06-01 448.056759144577
2023-07-01 447.931874946907
2023-08-01 450.850497064870
2023-09-01 451.784184524414
2023-10-01 452.999123414631
2023-11-01 453.152068017898
2023-12-01 455.782415847769
2024-01-01 456.027048154397
2024-02-01 456.827199866164
2024-03-01 457.039810372014
2024-04-01 458.280550484742
2024-05-01 458.949291483968
2024-06-01 459.315524544739
2024-07-01 455.449329311927
2024-08-01 460.221400328085
2024-09-01 459.578552202614
2024-10-01 459.011830134985
2024-11-01 461.136161820072
2024-12-01 461.413521998688
2025-01-01 465.317491148269
2025-02-01 465.453298307214
2025-03-01 468.100515335981
2025-04-01 468.588537495142
2025-05-01 469.155141769041
2025-06-01 471.225621175377
2025-07-01 473.891837867739
2025-08-01 471.586645914137
2025-09-01 474.563056817585
2025-10-01 473.911033684168
2025-11-01 474.630168682414
2025-12-01 474.538577721827

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