Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Seattle-Tacoma-Bellevue, WA (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Seattle-Tacoma-Bellevue, WA (MSA)
Series ID SEAT653EDUH
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 2025-09-01
Last Updated 2025-12-12 1:44 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
1990-01-01 120.945532689737
1990-02-01 121.649508210491
1990-03-01 122.745692770755
1990-04-01 123.569071274372
1990-05-01 124.386787433734
1990-06-01 125.536309921693
1990-07-01 124.733392125114
1990-08-01 125.875454619378
1990-09-01 126.591982747120
1990-10-01 127.254386774236
1990-11-01 127.479003318400
1990-12-01 128.335719049636
1991-01-01 128.074488767367
1991-02-01 128.471415971608
1991-03-01 129.581012014785
1991-04-01 130.040418795575
1991-05-01 131.075775774374
1991-06-01 131.060328185945
1991-07-01 131.871449387435
1991-08-01 132.476605539490
1991-09-01 133.210186576709
1991-10-01 134.648389999779
1991-11-01 134.640310740131
1991-12-01 134.723512878299
1992-01-01 135.670716275721
1992-02-01 136.045574060170
1992-03-01 135.598466458532
1992-04-01 136.307608939510
1992-05-01 136.451702735277
1992-06-01 137.291672091642
1992-07-01 138.408574309993
1992-08-01 138.579575803301
1992-09-01 139.061997095089
1992-10-01 139.456803758369
1992-11-01 140.330062497197
1992-12-01 141.862822101790
1993-01-01 141.633047563730
1993-02-01 142.473361340697
1993-03-01 143.794049130385
1993-04-01 146.558156094058
1993-05-01 147.114903146988
1993-06-01 147.880316299706
1993-07-01 145.278294362673
1993-08-01 146.223971226093
1993-09-01 147.352279882450
1993-10-01 146.570431633025
1993-11-01 146.117708786410
1993-12-01 146.884970582772
1994-01-01 148.318005868261
1994-02-01 148.163770102891
1994-03-01 147.898292170367
1994-04-01 148.529845838102
1994-05-01 148.623348373962
1994-06-01 148.672199988275
1994-07-01 149.571013624867
1994-08-01 150.100699913086
1994-09-01 150.943741795226
1994-10-01 149.376313068448
1994-11-01 150.142564097613
1994-12-01 151.235136825391
1995-01-01 152.204159126714
1995-02-01 152.387288021345
1995-03-01 153.260593053804
1995-04-01 152.782272478516
1995-05-01 153.254693869479
1995-06-01 153.720608333866
1995-07-01 154.490877542288
1995-08-01 154.500418368666
1995-09-01 155.071937827203
1995-10-01 153.050176451881
1995-11-01 152.965043430837
1995-12-01 153.103296283022
1996-01-01 153.432372027003
1996-02-01 153.937069056417
1996-03-01 154.576359803808
1996-04-01 154.565465812438
1996-05-01 154.842049714329
1996-06-01 155.966091974284
1996-07-01 155.613645944763
1996-08-01 156.144901219605
1996-09-01 156.489650416027
1996-10-01 159.266022631728
1996-11-01 160.662141688606
1996-12-01 161.871572084371
1997-01-01 161.394963220509
1997-02-01 161.817705719956
1997-03-01 162.488538966287
1997-04-01 164.507054578932
1997-05-01 164.319804663613
1997-06-01 164.817526378848
1997-07-01 165.229946819174
1997-08-01 166.412372969862
1997-09-01 167.170419751607
1997-10-01 167.112703762890
1997-11-01 167.433172252622
1997-12-01 168.509346070880
1998-01-01 170.096446418241
1998-02-01 171.095900172636
1998-03-01 171.690927379726
1998-04-01 173.086102520412
1998-05-01 174.206082165444
1998-06-01 174.530727315097
1998-07-01 174.637020540262
1998-08-01 174.871754404687
1998-09-01 175.004474630263
1998-10-01 176.363984507773
1998-11-01 176.704464947272
1998-12-01 177.185471680229
1999-01-01 175.647985789201
1999-02-01 175.139485721477
1999-03-01 175.716219473455
1999-04-01 175.428937654631
1999-05-01 175.960468154409
1999-06-01 176.525560276843
1999-07-01 178.022919644660
1999-08-01 178.021234068398
1999-09-01 178.571378207965
1999-10-01 179.057191495990
1999-11-01 178.743533138251
1999-12-01 179.636942573680
2000-01-01 180.900981946017
2000-02-01 181.613070068274
2000-03-01 183.638058935816
2000-04-01 181.614711357768
2000-05-01 181.831161498470
2000-06-01 182.690690914195
2000-07-01 185.572957588038
2000-08-01 185.716852577064
2000-09-01 185.246013407313
2000-10-01 184.899562310607
2000-11-01 185.204965289822
2000-12-01 185.598970728202
2001-01-01 182.013222384524
2001-02-01 182.940079173865
2001-03-01 182.884865461715
2001-04-01 184.217498136049
2001-05-01 184.242323574303
2001-06-01 184.328514424725
2001-07-01 184.084612587780
2001-08-01 185.398886743738
2001-09-01 186.722219323511
2001-10-01 187.159097498625
2001-11-01 187.915614151163
2001-12-01 188.463060874688
2002-01-01 189.066204304843
2002-02-01 189.211782362558
2002-03-01 189.507113422753
2002-04-01 189.155871126950
2002-05-01 189.768096482737
2002-06-01 189.980664453660
2002-07-01 190.093053243961
2002-08-01 190.379679066123
2002-09-01 190.460808377959
2002-10-01 191.462975588965
2002-11-01 192.446979869868
2002-12-01 192.856912558486
2003-01-01 192.972804961550
2003-02-01 193.314081910883
2003-03-01 194.255665027695
2003-04-01 194.748780289525
2003-05-01 194.342492131133
2003-06-01 194.894867870186
2003-07-01 195.421215005813
2003-08-01 195.146039069831
2003-09-01 194.723776743300
2003-10-01 194.923678403764
2003-11-01 194.916403618813
2003-12-01 195.140769404224
2004-01-01 194.188866718230
2004-02-01 193.945353294345
2004-03-01 193.729014700105
2004-04-01 193.929915197863
2004-05-01 194.165956171554
2004-06-01 194.745416195448
2004-07-01 194.620405195126
2004-08-01 194.883201818942
2004-09-01 195.243638553099
2004-10-01 195.443844296079
2004-11-01 195.857890779490
2004-12-01 195.823886655929
2005-01-01 196.500483089946
2005-02-01 196.463647480453
2005-03-01 196.901109721023
2005-04-01 197.779420194998
2005-05-01 198.222116257090
2005-06-01 198.076067547521
2005-07-01 198.286815690968
2005-08-01 198.858015839612
2005-09-01 200.183507961146
2005-10-01 199.439191466477
2005-11-01 199.511355565519
2005-12-01 199.782587733309
2006-01-01 200.195404122715
2006-02-01 200.484806189254
2006-03-01 200.992888981836
2006-04-01 201.061021415715
2006-05-01 201.468402329578
2006-06-01 201.544535692842
2006-07-01 200.701086970891
2006-08-01 201.803188299815
2006-09-01 202.791198545216
2006-10-01 202.236810106193
2006-11-01 202.562261754402
2006-12-01 203.086921998272
2007-01-01 203.869825711358
2007-02-01 204.576112684777
2007-03-01 205.585111160177
2007-04-01 205.912180871623
2007-05-01 206.715353910241
2007-06-01 206.373807259198
2007-07-01 206.930643685858
2007-08-01 207.592153723834
2007-09-01 208.520805826560
2007-10-01 209.724201052503
2007-11-01 210.436763739914
2007-12-01 211.169097793469
2008-01-01 210.933392847228
2008-02-01 211.956219291753
2008-03-01 211.651680525789
2008-04-01 212.651198298042
2008-05-01 213.555630426029
2008-06-01 214.720834108756
2008-07-01 215.715428163606
2008-08-01 216.824799519529
2008-09-01 217.269420012237
2008-10-01 218.077099773716
2008-11-01 218.259976714548
2008-12-01 219.122749423801
2009-01-01 221.335619580484
2009-02-01 221.561455866620
2009-03-01 222.196003105568
2009-04-01 222.308261163340
2009-05-01 223.507478870124
2009-06-01 224.399424761356
2009-07-01 224.957311320763
2009-08-01 225.577194309042
2009-09-01 226.251127790852
2009-10-01 227.441540541415
2009-11-01 228.104057449346
2009-12-01 228.909607028976
2010-01-01 228.925072414523
2010-02-01 228.707346794189
2010-03-01 229.458970170521
2010-04-01 230.125106972879
2010-05-01 230.433857765995
2010-06-01 231.225152679591
2010-07-01 231.516975598482
2010-08-01 231.802139388920
2010-09-01 232.643998347392
2010-10-01 233.852968286077
2010-11-01 234.351074678410
2010-12-01 234.331223485869
2011-01-01 235.733297208330
2011-02-01 236.360995134685
2011-03-01 236.513257693794
2011-04-01 236.948444254028
2011-05-01 236.781121823577
2011-06-01 237.676944654071
2011-07-01 238.671740175670
2011-08-01 238.657915822176
2011-09-01 238.965360307727
2011-10-01 238.184332701535
2011-11-01 239.443765997963
2011-12-01 239.170899596964
2012-01-01 239.226832838382
2012-02-01 239.514615277499
2012-03-01 240.610440227804
2012-04-01 240.016361651527
2012-05-01 241.103245683008
2012-06-01 241.366135067767
2012-07-01 240.513530243305
2012-08-01 240.788379416008
2012-09-01 240.949301968631
2012-10-01 240.934580193503
2012-11-01 241.429830509151
2012-12-01 241.939796652575
2013-01-01 240.804878025072
2013-02-01 241.842943554138
2013-03-01 242.259534440680
2013-04-01 243.089640869846
2013-05-01 243.004325527779
2013-06-01 242.413592738446
2013-07-01 243.254765993483
2013-08-01 243.892481616483
2013-09-01 244.516178142827
2013-10-01 245.263494705262
2013-11-01 245.656700892433
2013-12-01 246.101752130045
2014-01-01 246.970329326790
2014-02-01 247.831075056661
2014-03-01 247.513659481205
2014-04-01 247.121341158490
2014-05-01 247.822486995517
2014-06-01 247.453749401708
2014-07-01 249.493021663241
2014-08-01 249.470802531972
2014-09-01 249.329165930205
2014-10-01 248.495866150133
2014-11-01 248.440453412971
2014-12-01 249.246165449636
2015-01-01 248.766652338454
2015-02-01 248.639934989779
2015-03-01 249.064888411042
2015-04-01 250.229719812705
2015-05-01 250.283286549194
2015-06-01 251.511480821963
2015-07-01 251.609827686202
2015-08-01 251.374322486595
2015-09-01 251.945872717495
2015-10-01 253.440797390943
2015-11-01 254.016492925965
2015-12-01 254.479710043921
2016-01-01 256.476441133238
2016-02-01 257.421834437013
2016-03-01 258.339694543201
2016-04-01 259.623626557054
2016-05-01 260.088181000279
2016-06-01 260.484336712676
2016-07-01 260.418857569866
2016-08-01 261.677226972831
2016-09-01 262.481863704581
2016-10-01 261.952325016524
2016-11-01 262.543677703141
2016-12-01 263.102312479822
2017-01-01 262.302172948981
2017-02-01 263.643044832040
2017-03-01 264.777780188112
2017-04-01 264.123594411448
2017-05-01 265.052436578304
2017-06-01 266.090896808343
2017-07-01 266.614579136517
2017-08-01 267.422581610818
2017-09-01 268.440031137104
2017-10-01 269.233806957049
2017-11-01 270.180789474259
2017-12-01 270.630230208347
2018-01-01 272.247956686790
2018-02-01 273.134678921401
2018-03-01 274.094274559515
2018-04-01 274.670715216987
2018-05-01 275.652921999032
2018-06-01 275.702516496848
2018-07-01 276.675345657344
2018-08-01 277.806639696043
2018-09-01 277.505120148864
2018-10-01 278.517632591978
2018-11-01 278.913535001554
2018-12-01 279.155530986444
2019-01-01 280.147541556527
2019-02-01 278.321425783669
2019-03-01 281.527465170181
2019-04-01 281.893051588657
2019-05-01 282.967413508502
2019-06-01 282.235223207244
2019-07-01 284.126272377078
2019-08-01 284.500548299221
2019-09-01 283.548827214393
2019-10-01 284.992753895075
2019-11-01 285.247651936835
2019-12-01 286.262953248231
2020-01-01 285.492794166341
2020-02-01 285.354725457205
2020-03-01 283.444322507125
2020-04-01 257.420231303367
2020-05-01 257.020987100475
2020-06-01 265.080847572509
2020-07-01 269.307343148668
2020-08-01 269.742894878518
2020-09-01 272.651787753672
2020-10-01 272.439610420548
2020-11-01 273.899249533326
2020-12-01 274.331321011971
2021-01-01 274.606194862131
2021-02-01 275.577025675446
2021-03-01 276.934571539655
2021-04-01 278.143061327651
2021-05-01 278.622003906049
2021-06-01 280.080420496094
2021-07-01 280.931660808358
2021-08-01 280.795641533645
2021-09-01 281.012239223071
2021-10-01 282.035569482903
2021-11-01 281.353423620805
2021-12-01 281.894120555353
2022-01-01 281.149192049734
2022-02-01 282.477302498577
2022-03-01 283.961838759917
2022-04-01 285.117370372317
2022-05-01 285.315691810688
2022-06-01 286.219086368445
2022-07-01 287.407385826290
2022-08-01 288.333468340523
2022-09-01 288.517166865546
2022-10-01 287.667397460440
2022-11-01 288.086819637017
2022-12-01 288.000525356575
2023-01-01 291.445698724927
2023-02-01 292.438275302759
2023-03-01 292.374413132223
2023-04-01 293.016986170453
2023-05-01 293.616408671111
2023-06-01 294.115031961022
2023-07-01 294.662699888271
2023-08-01 295.214560372391
2023-09-01 296.836128809818
2023-10-01 296.590783911530
2023-11-01 297.850398865539
2023-12-01 298.492948604406
2024-01-01 298.441840947560
2024-02-01 300.027440212617
2024-03-01 301.299806974083
2024-04-01 302.395038100136
2024-05-01 303.169167209993
2024-06-01 304.355591692036
2024-07-01 304.045376220605
2024-08-01 304.858157650745
2024-09-01 307.631252998592
2024-10-01 310.584426206912
2024-11-01 312.044566780845
2024-12-01 312.505036551825
2025-01-01 314.777154490673
2025-02-01 313.860273954530
2025-03-01 314.673408785550
2025-04-01 315.133541620104
2025-05-01 317.669012763950
2025-06-01 317.800413254426
2025-07-01 320.058241869000
2025-08-01 321.614467851912
2025-09-01 318.901347425354

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