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 2025-11-01
Last Updated 2026-01-07 9:54 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
1990-01-01 166.593911397140
1990-02-01 158.524855230281
1990-03-01 159.835373741785
1990-04-01 159.384557588060
1990-05-01 159.699484734063
1990-06-01 160.870542929846
1990-07-01 161.806128859560
1990-08-01 162.367439231131
1990-09-01 164.119167386555
1990-10-01 163.470421446339
1990-11-01 164.019171966413
1990-12-01 164.354864768768
1991-01-01 163.356943859955
1991-02-01 164.994665242581
1991-03-01 165.372818856989
1991-04-01 165.575082698404
1991-05-01 166.509810624596
1991-06-01 166.586843224585
1991-07-01 166.419398743766
1991-08-01 166.891431694718
1991-09-01 167.371352268994
1991-10-01 168.757426528384
1991-11-01 169.330639243201
1991-12-01 169.125921166021
1992-01-01 169.929029565358
1992-02-01 170.370721297117
1992-03-01 170.422408431086
1992-04-01 171.356937199812
1992-05-01 171.892372931142
1992-06-01 172.278601979071
1992-07-01 173.061282466808
1992-08-01 173.250862844211
1992-09-01 173.797368405802
1992-10-01 174.768466800320
1992-11-01 175.486536778756
1992-12-01 176.697781712977
1993-01-01 177.806166857046
1993-02-01 178.348002072619
1993-03-01 179.401883767310
1993-04-01 179.528644111267
1993-05-01 178.667647161842
1993-06-01 178.944677774495
1993-07-01 180.720998321148
1993-08-01 180.990218974344
1993-09-01 181.705345218246
1993-10-01 180.609234226801
1993-11-01 180.580616371341
1993-12-01 180.923628601703
1994-01-01 180.529147176688
1994-02-01 180.660544024201
1994-03-01 180.980219116554
1994-04-01 182.010031282232
1994-05-01 182.521026648784
1994-06-01 182.501643431480
1994-07-01 184.812218181685
1994-08-01 185.366451468343
1994-09-01 186.027074506905
1994-10-01 184.177658834008
1994-11-01 184.480905794855
1994-12-01 185.142758597958
1995-01-01 185.800352036805
1995-02-01 186.447895066497
1995-03-01 187.116702789083
1995-04-01 187.607413477735
1995-05-01 187.965812221448
1995-06-01 188.676067902522
1995-07-01 188.331276314286
1995-08-01 188.742393338493
1995-09-01 188.864266590251
1995-10-01 188.699721309454
1995-11-01 189.243161422067
1995-12-01 189.676799740085
1996-01-01 190.064164967543
1996-02-01 190.089519216614
1996-03-01 189.961011766338
1996-04-01 189.435769292841
1996-05-01 190.998408655184
1996-06-01 191.750957749582
1996-07-01 192.058754630397
1996-08-01 192.727391015178
1996-09-01 193.128987503268
1996-10-01 196.466066801864
1996-11-01 197.548174278835
1996-12-01 197.803811270311
1997-01-01 198.733891906221
1997-02-01 196.731454389057
1997-03-01 200.414263190482
1997-04-01 201.356939816496
1997-05-01 202.236977856575
1997-06-01 202.569695780885
1997-07-01 203.169611052693
1997-08-01 204.067893025622
1997-09-01 204.976305169688
1997-10-01 206.406614293769
1997-11-01 206.348352778990
1997-12-01 207.550295606175
1998-01-01 207.861095539332
1998-02-01 208.985952739759
1998-03-01 210.036800638218
1998-04-01 210.076191810076
1998-05-01 210.691238132055
1998-06-01 210.817935175640
1998-07-01 211.319455863658
1998-08-01 212.109088660973
1998-09-01 212.973449803299
1998-10-01 210.884181533285
1998-11-01 211.102575010893
1998-12-01 212.331365937330
1999-01-01 211.390221183542
1999-02-01 211.266297523169
1999-03-01 215.194774336900
1999-04-01 215.465562469357
1999-05-01 215.781903836284
1999-06-01 217.074024496545
1999-07-01 217.943687907749
1999-08-01 218.092682686431
1999-09-01 218.902508908551
1999-10-01 220.255915028494
1999-11-01 221.043489728946
1999-12-01 220.738207588244
2000-01-01 221.458326310012
2000-02-01 221.637795496020
2000-03-01 222.673008972224
2000-04-01 223.472225659424
2000-05-01 223.366165780001
2000-06-01 223.637329626654
2000-07-01 224.292313593934
2000-08-01 223.737519766311
2000-09-01 224.242056915657
2000-10-01 224.155047770202
2000-11-01 224.812213537714
2000-12-01 225.663361909880
2001-01-01 226.235551510777
2001-02-01 227.059739539180
2001-03-01 227.677075499625
2001-04-01 228.379986973915
2001-05-01 229.975871201102
2001-06-01 230.838034413250
2001-07-01 231.774051052051
2001-08-01 233.468560942819
2001-09-01 234.341922085783
2001-10-01 235.738781183887
2001-11-01 236.978050070020
2001-12-01 237.909875756154
2002-01-01 239.402085506580
2002-02-01 240.219773396265
2002-03-01 240.388855073237
2002-04-01 241.615681115055
2002-05-01 241.953106807838
2002-06-01 243.300965622953
2002-07-01 243.733661216600
2002-08-01 244.678450172738
2002-09-01 244.341548765163
2002-10-01 243.316315120465
2002-11-01 244.711181626268
2002-12-01 244.976927586834
2003-01-01 245.851130404493
2003-02-01 247.133708652306
2003-03-01 248.163086881971
2003-04-01 248.419191200962
2003-05-01 249.268122581251
2003-06-01 249.030817124853
2003-07-01 249.531525406996
2003-08-01 250.084426531282
2003-09-01 250.944207650038
2003-10-01 251.473942297785
2003-11-01 251.425304355233
2003-12-01 251.974587513161
2004-01-01 252.658835787882
2004-02-01 253.066503245825
2004-03-01 253.198874778400
2004-04-01 252.613411690245
2004-05-01 252.961229996648
2004-06-01 253.389982258070
2004-07-01 254.250512998363
2004-08-01 254.785180976726
2004-09-01 255.301276908794
2004-10-01 258.004461886856
2004-11-01 258.337129047991
2004-12-01 259.420963946743
2005-01-01 259.023501447089
2005-02-01 258.983897438897
2005-03-01 260.139367966632
2005-04-01 260.787479673030
2005-05-01 261.265780978298
2005-06-01 261.731901222289
2005-07-01 262.879604369159
2005-08-01 263.975619501748
2005-09-01 264.553814456876
2005-10-01 264.946650922494
2005-11-01 266.174581337854
2005-12-01 266.973984125442
2006-01-01 267.357897584591
2006-02-01 268.163111659476
2006-03-01 268.750628111506
2006-04-01 270.069964813552
2006-05-01 270.724412737787
2006-06-01 271.257579160901
2006-07-01 271.860469214063
2006-08-01 272.480997096421
2006-09-01 273.288251020704
2006-10-01 273.681649672211
2006-11-01 274.163691915335
2006-12-01 275.566758909658
2007-01-01 277.416808590259
2007-02-01 278.436586233252
2007-03-01 279.517467010663
2007-04-01 280.330400077052
2007-05-01 281.172925732588
2007-06-01 281.631561614639
2007-07-01 282.002628557052
2007-08-01 282.280310523214
2007-09-01 282.434512817078
2007-10-01 283.295877652537
2007-11-01 283.883369529248
2007-12-01 284.149470914809
2008-01-01 283.525008927524
2008-02-01 284.078413363046
2008-03-01 283.008198179435
2008-04-01 284.577168715303
2008-05-01 285.100573214681
2008-06-01 286.460555367289
2008-07-01 287.160406602928
2008-08-01 288.419239738774
2008-09-01 285.206459225972
2008-10-01 288.298509961860
2008-11-01 289.982717317641
2008-12-01 290.850582652305
2009-01-01 291.641623862273
2009-02-01 292.773410658405
2009-03-01 293.505797005686
2009-04-01 294.661491119110
2009-05-01 296.054267950016
2009-06-01 297.895584211181
2009-07-01 299.438601103820
2009-08-01 300.033919644112
2009-09-01 299.958770161809
2009-10-01 301.441455417753
2009-11-01 302.081247245537
2009-12-01 302.317421315490
2010-01-01 305.298889077438
2010-02-01 305.920899896138
2010-03-01 307.127932932433
2010-04-01 308.251695405906
2010-05-01 309.131127656851
2010-06-01 309.166171003411
2010-07-01 310.259352853705
2010-08-01 310.330096422024
2010-09-01 311.021441354390
2010-10-01 311.671960535479
2010-11-01 312.313252844629
2010-12-01 312.344852224379
2011-01-01 312.680211070314
2011-02-01 312.178593772258
2011-03-01 313.208543519113
2011-04-01 314.323287029658
2011-05-01 314.636291311532
2011-06-01 315.260062329578
2011-07-01 316.052150321732
2011-08-01 316.150734673578
2011-09-01 317.865481044166
2011-10-01 316.932076867848
2011-11-01 319.007715084309
2011-12-01 319.995218133308
2012-01-01 320.923635137640
2012-02-01 321.972719007533
2012-03-01 323.471109107730
2012-04-01 323.793369330404
2012-05-01 325.173442262388
2012-06-01 326.827987905838
2012-07-01 327.088376807956
2012-08-01 328.761127182594
2012-09-01 330.327172570063
2012-10-01 330.950492021127
2012-11-01 331.750932862641
2012-12-01 333.022301466814
2013-01-01 333.368210519185
2013-02-01 335.220957057200
2013-03-01 335.950083900839
2013-04-01 336.584743562760
2013-05-01 337.740149543154
2013-06-01 338.315048758967
2013-07-01 339.185476651252
2013-08-01 341.125422961624
2013-09-01 341.636969662546
2013-10-01 343.365833308006
2013-11-01 344.655415742685
2013-12-01 344.369851655047
2014-01-01 344.719713015463
2014-02-01 345.234300942444
2014-03-01 345.949981246560
2014-04-01 347.979465532220
2014-05-01 348.949877580389
2014-06-01 348.766297764458
2014-07-01 351.120568073193
2014-08-01 352.404914084946
2014-09-01 353.582252310677
2014-10-01 356.652486704254
2014-11-01 357.663262880657
2014-12-01 358.712054926948
2015-01-01 361.001312957558
2015-02-01 362.202815820352
2015-03-01 363.673703417380
2015-04-01 364.054393673947
2015-05-01 364.500208447196
2015-06-01 364.465082683174
2015-07-01 366.829242001362
2015-08-01 367.068393074693
2015-09-01 368.405181305451
2015-10-01 369.652332770762
2015-11-01 370.309872957674
2015-12-01 370.934592164210
2016-01-01 372.493736330994
2016-02-01 373.091656083152
2016-03-01 373.372048735552
2016-04-01 374.319837149046
2016-05-01 374.988464763132
2016-06-01 375.792209124968
2016-07-01 378.262341039572
2016-08-01 379.682069418336
2016-09-01 380.993746383582
2016-10-01 380.805293616372
2016-11-01 381.230155724319
2016-12-01 382.326909746609
2017-01-01 382.543151080651
2017-02-01 383.345866439551
2017-03-01 384.335764078023
2017-04-01 385.332621088145
2017-05-01 386.501012805976
2017-06-01 387.867700650314
2017-07-01 386.287401537640
2017-08-01 386.082484858118
2017-09-01 384.290587592183
2017-10-01 385.902026300312
2017-11-01 386.463539323915
2017-12-01 387.759949708644
2018-01-01 387.805560599079
2018-02-01 389.873571360769
2018-03-01 391.632512595189
2018-04-01 391.565256159984
2018-05-01 392.484585525019
2018-06-01 394.577508121489
2018-07-01 395.040246246840
2018-08-01 396.173911314883
2018-09-01 396.807364657880
2018-10-01 397.389731595839
2018-11-01 398.005808599516
2018-12-01 399.264348258675
2019-01-01 399.130383677986
2019-02-01 400.767793334858
2019-03-01 401.700974688594
2019-04-01 403.073448087542
2019-05-01 404.660167344315
2019-06-01 404.492996513605
2019-07-01 404.895040879579
2019-08-01 406.946243934174
2019-09-01 407.688689792063
2019-10-01 406.522052865576
2019-11-01 407.579627325645
2019-12-01 407.570789592973
2020-01-01 413.935318500657
2020-02-01 414.843176088259
2020-03-01 412.971733080554
2020-04-01 369.580741646605
2020-05-01 384.102950856447
2020-06-01 391.926270580075
2020-07-01 391.637196040832
2020-08-01 392.698220526222
2020-09-01 393.243181159242
2020-10-01 398.036977806900
2020-11-01 399.860065911444
2020-12-01 401.190918708131
2021-01-01 402.869876665092
2021-02-01 401.990840062511
2021-03-01 404.722127627369
2021-04-01 405.446802787746
2021-05-01 406.089382091863
2021-06-01 407.492957786113
2021-07-01 410.051614483792
2021-08-01 410.581310029333
2021-09-01 409.076640799979
2021-10-01 414.341502221861
2021-11-01 415.088830175284
2021-12-01 417.673507902662
2022-01-01 416.212393337928
2022-02-01 417.588012203979
2022-03-01 419.100978215226
2022-04-01 421.276874175489
2022-05-01 421.874706544485
2022-06-01 422.232483489033
2022-07-01 426.909214030101
2022-08-01 428.245993715869
2022-09-01 430.278501089475
2022-10-01 434.543522246788
2022-11-01 435.507272453176
2022-12-01 436.612728881146
2023-01-01 439.165145728225
2023-02-01 441.983707691068
2023-03-01 443.400067549780
2023-04-01 444.949188946043
2023-05-01 447.263101855446
2023-06-01 448.047599095478
2023-07-01 447.743224347569
2023-08-01 451.017198164809
2023-09-01 451.889321157255
2023-10-01 453.235984839662
2023-11-01 453.417207422740
2023-12-01 455.379901738374
2024-01-01 455.946793254419
2024-02-01 456.824441786609
2024-03-01 456.976926537897
2024-04-01 458.243630420339
2024-05-01 458.896257822716
2024-06-01 459.292672881763
2024-07-01 455.231233113251
2024-08-01 460.488669181417
2024-09-01 459.720916237030
2024-10-01 459.281129026984
2024-11-01 461.549778942745
2024-12-01 460.822802352403
2025-01-01 465.199102118937
2025-02-01 465.443583940209
2025-03-01 468.009670950849
2025-04-01 468.546185511048
2025-05-01 469.089510047339
2025-06-01 471.185865731566
2025-07-01 473.695153168690
2025-08-01 471.909795230654
2025-09-01 474.750662311850
2025-10-01 474.226362618244
2025-11-01 474.562694827575

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