Table Data - All Employees: Education and Health Services: Private Education and Health Services in the U.S. Virgin Islands

Title All Employees: Education and Health Services: Private Education and Health Services in the U.S. Virgin Islands
Series ID SMU78000006500000001SA
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 2026-09-01
Last Updated 2026-10-20 10:50 AM 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 1.1510463493
1990-02-01 1.1595770993
1990-03-01 1.2486084641
1990-04-01 1.1608476665
1990-05-01 1.2576327784
1990-06-01 1.2644279217
1990-07-01 1.2503502790
1990-08-01 1.2862080828
1990-09-01 1.2859727757
1990-10-01 1.3668923697
1990-11-01 1.3321256676
1990-12-01 1.3362014763
1991-01-01 1.3507531233
1991-02-01 1.3593707201
1991-03-01 1.3503338715
1991-04-01 1.3614437728
1991-05-01 1.3587247271
1991-06-01 1.3648237494
1991-07-01 1.4455633027
1991-08-01 1.3848076779
1991-09-01 1.3851441977
1991-10-01 1.3674784067
1991-11-01 1.3339289054
1991-12-01 1.4381634161
1992-01-01 1.3505915024
1992-02-01 1.3582972844
1992-03-01 1.3548180860
1992-04-01 1.3627408285
1992-05-01 1.3617450351
1992-06-01 1.3658906576
1992-07-01 1.3331399895
1992-08-01 1.2802128996
1992-09-01 1.3787630720
1992-10-01 1.3725659226
1992-11-01 1.4390518094
1992-12-01 1.4420195053
1993-01-01 1.4548268323
1993-02-01 1.4587482972
1993-03-01 1.4579195563
1993-04-01 1.4637623814
1993-05-01 1.4645522411
1993-06-01 1.4673507363
1993-07-01 1.4189161463
1993-08-01 1.3706458561
1993-09-01 1.4682333768
1993-10-01 1.5809673043
1993-11-01 1.5428725227
1993-12-01 1.5451661315
1994-01-01 1.5640507760
1994-02-01 1.5639927264
1994-03-01 1.5646827087
1994-04-01 1.5624840017
1994-05-01 1.5653669232
1994-06-01 1.5678209811
1994-07-01 1.6033337723
1994-08-01 1.4547935539
1994-09-01 1.5598254668
1994-10-01 1.5906229907
1994-11-01 1.5455084066
1994-12-01 1.5463886693
1995-01-01 1.5782325013
1995-02-01 1.5734969615
1995-03-01 1.5705490771
1995-04-01 1.5612673851
1995-05-01 1.5643386964
1995-06-01 1.5674055787
1995-07-01 1.5888428795
1995-08-01 1.5334774635
1995-09-01 1.5540834021
1995-10-01 1.4998192399
1995-11-01 1.4499775775
1995-12-01 1.4472822154
1996-01-01 1.4927641684
1996-02-01 1.5837134047
1996-03-01 1.5798997765
1996-04-01 1.5569066939
1996-05-01 1.5599765116
1996-06-01 1.5629576152
1996-07-01 1.5771618083
1996-08-01 1.6129267181
1996-09-01 1.6540903775
1996-10-01 1.6071218054
1996-11-01 1.6586485882
1996-12-01 1.6466028970
1997-01-01 1.6051504375
1997-02-01 1.5920469885
1997-03-01 1.5874536722
1997-04-01 1.6506956203
1997-05-01 1.6536576281
1997-06-01 1.6563971880
1997-07-01 1.6703526315
1997-08-01 1.6985294630
1997-09-01 1.6599021359
1997-10-01 1.7103767156
1997-11-01 1.7655122491
1997-12-01 1.7467526475
1998-01-01 1.7112314898
1998-02-01 1.6990368036
1998-03-01 1.6977581109
1998-04-01 1.6418529460
1998-05-01 1.6457745324
1998-06-01 1.6488664383
1998-07-01 1.6661757843
1998-08-01 1.6913512099
1998-09-01 1.6732207317
1998-10-01 1.6067553648
1998-11-01 1.5704495875
1998-12-01 1.5486075033
1999-01-01 1.7103961416
1999-02-01 1.7026605976
1999-03-01 1.7049742859
1999-04-01 1.7369919472
1999-05-01 1.7425117755
1999-06-01 1.7471469686
1999-07-01 1.6569281909
1999-08-01 1.6894592866
1999-09-01 1.6857444272
1999-10-01 1.6991654345
1999-11-01 1.6736316488
1999-12-01 1.7549996034
2000-01-01 1.7039743200
2000-02-01 1.7031635568
2000-03-01 1.7096211227
2000-04-01 1.7369471095
2000-05-01 1.7439087684
2000-06-01 1.7495793945
2000-07-01 1.7440995439
2000-08-01 1.6906364482
2000-09-01 1.6935773652
2000-10-01 1.7904673548
2000-11-01 1.7760173156
2000-12-01 1.7617589007
2001-01-01 1.7964271388
2001-02-01 1.8015400867
2001-03-01 1.8087126884
2001-04-01 1.8440877160
2001-05-01 1.8524287344
2001-06-01 1.8597322546
2001-07-01 1.7238543808
2001-08-01 1.8881364789
2001-09-01 1.8977036192
2001-10-01 1.8847862436
2001-11-01 1.8744670910
2001-12-01 1.8687843559
2002-01-01 1.8898099443
2002-02-01 1.8995495378
2002-03-01 1.9062700680
2002-04-01 1.9554682040
2002-05-01 1.9646822534
2002-06-01 1.9733214284
2002-07-01 1.9999958528
2002-08-01 1.9791018895
2002-09-01 2.0023999123
2002-10-01 2.1811525513
2002-11-01 2.1724423024
2002-12-01 2.1739610431
2003-01-01 2.1868536329
2003-02-01 2.0989108188
2003-03-01 2.1983320428
2003-04-01 2.1680370000
2003-05-01 2.1802029622
2003-06-01 2.1855880245
2003-07-01 2.1771363415
2003-08-01 2.1679546287
2003-09-01 2.2047112782
2003-10-01 2.1817566881
2003-11-01 2.1727168906
2003-12-01 2.1768025958
2004-01-01 2.1863619998
2004-02-01 2.1975641486
2004-03-01 2.1876677400
2004-04-01 2.1797437283
2004-05-01 2.1931574702
2004-06-01 2.1936901022
2004-07-01 2.2603566501
2004-08-01 2.2583683809
2004-09-01 2.2085894948
2004-10-01 2.1840247816
2004-11-01 2.1749643846
2004-12-01 2.1760480657
2005-01-01 2.1863950649
2005-02-01 2.1949280301
2005-03-01 2.1757849988
2005-04-01 2.1895619211
2005-05-01 2.2035257789
2005-06-01 2.1983707761
2005-07-01 2.2501124873
2005-08-01 2.2557385557
2005-09-01 2.2115960761
2005-10-01 2.2860752673
2005-11-01 2.2762340122
2005-12-01 2.2734847029
2006-01-01 2.2840499823
2006-02-01 2.2899044964
2006-03-01 2.3685121650
2006-04-01 2.3970248524
2006-05-01 2.3093560075
2006-06-01 2.4030748826
2006-07-01 2.3437413657
2006-08-01 2.3600307719
2006-09-01 2.4156180951
2006-10-01 2.3895239873
2006-11-01 2.3725227368
2006-12-01 2.4692023110
2007-01-01 2.3777507915
2007-02-01 2.3824556535
2007-03-01 2.4644277041
2007-04-01 2.3044216128
2007-05-01 2.4139697872
2007-06-01 2.4072276704
2007-07-01 2.4439930537
2007-08-01 2.4699109491
2007-09-01 2.4163869206
2007-10-01 2.3911406731
2007-11-01 2.4668225093
2007-12-01 2.4630085205
2008-01-01 2.4689909710
2008-02-01 2.4725161964
2008-03-01 2.4687178866
2008-04-01 2.4107280821
2008-05-01 2.4166177207
2008-06-01 2.4137367477
2008-07-01 2.3420159047
2008-08-01 2.3792455559
2008-09-01 2.4148885383
2008-10-01 2.3958051977
2008-11-01 2.3619220886
2008-12-01 2.3559505703
2009-01-01 2.3617347060
2009-02-01 2.3637304151
2009-03-01 2.3753118745
2009-04-01 2.4158463069
2009-05-01 2.4172520885
2009-06-01 2.4163804105
2009-07-01 2.4412425130
2009-08-01 2.3878160492
2009-09-01 2.4105055475
2009-10-01 2.3991582098
2009-11-01 2.4589111346
2009-12-01 2.6489539619
2010-01-01 2.6615609523
2010-02-01 2.6613367527
2010-03-01 2.5857488205
2010-04-01 2.5139277529
2010-05-01 2.4143298402
2010-06-01 2.5162910110
2010-07-01 2.7346312300
2010-08-01 2.5943376518
2010-09-01 2.5072315365
2010-10-01 2.6031438891
2010-11-01 2.7575738903
2010-12-01 2.7452924726
2011-01-01 2.7683657619
2011-02-01 2.7654283628
2011-03-01 2.6910542361
2011-04-01 2.7093661340
2011-05-01 2.6092367563
2011-06-01 2.6094393813
2011-07-01 2.7335454898
2011-08-01 2.5973678489
2011-09-01 2.6027163653
2011-10-01 2.5010768535
2011-11-01 2.4594061379
2011-12-01 2.5458561855
2012-01-01 2.4823968076
2012-02-01 2.4738689969
2012-03-01 2.4943829971
2012-04-01 2.5007806787
2012-05-01 2.5027332296
2012-06-01 2.5024032689
2012-07-01 2.4304351029
2012-08-01 2.3959577865
2012-09-01 2.3968746625
2012-10-01 2.4002074180
2012-11-01 2.4650703599
2012-12-01 2.4511698198
2013-01-01 2.3955329589
2013-02-01 2.3825326983
2013-03-01 2.3926516544
2013-04-01 2.3953781559
2013-05-01 2.3973789463
2013-06-01 2.3898927728
2013-07-01 2.4337274224
2013-08-01 2.3932088212
2013-09-01 2.3920388460
2013-10-01 2.3957716032
2013-11-01 2.3699463596
2013-12-01 2.3596843350
2014-01-01 2.3057283374
2014-02-01 2.3905694036
2014-03-01 2.3902296797
2014-04-01 2.3890643238
2014-05-01 2.3971245329
2014-06-01 2.3778911534
2014-07-01 2.3365754554
2014-08-01 2.3879870132
2014-09-01 2.3909783177
2014-10-01 2.3910630366
2014-11-01 2.3766789373
2014-12-01 2.3697707368
2015-01-01 2.3075208232
2015-02-01 2.2927186851
2015-03-01 2.3871611318
2015-04-01 2.3879335846
2015-05-01 2.3999290453
2015-06-01 2.3699266634
2015-07-01 2.4427283613
2015-08-01 2.3784343744
2015-09-01 2.3917375005
2015-10-01 2.3843136252
2015-11-01 2.3818259322
2015-12-01 2.3777817088
2016-01-01 2.4109756527
2016-02-01 2.3915265521
2016-03-01 2.3853626404
2016-04-01 2.3869061208
2016-05-01 2.4032827417
2016-06-01 2.4650332821
2016-07-01 2.4464273805
2016-08-01 2.4691369916
2016-09-01 2.4909049937
2016-10-01 2.4811993064
2016-11-01 2.4888351085
2016-12-01 2.4846624595
2017-01-01 2.5143990343
2017-02-01 2.4874968097
2017-03-01 2.4841751417
2017-04-01 2.4874788766
2017-05-01 2.4026673257
2017-06-01 2.4606225047
2017-07-01 2.3486347163
2017-08-01 2.3611988238
2017-09-01 2.2911797506
2017-10-01 2.0833370967
2017-11-01 1.9932137592
2017-12-01 2.0869384652
2018-01-01 2.1231660671
2018-02-01 2.0833905932
2018-03-01 2.0824175995
2018-04-01 1.9862951408
2018-05-01 2.0998967854
2018-06-01 2.0600695397
2018-07-01 2.1463911675
2018-08-01 2.1539132742
2018-09-01 2.1922795334
2018-10-01 2.1859933025
2018-11-01 2.1982937307
2018-12-01 2.1903531092
2019-01-01 2.1290064981
2019-02-01 2.0810346911
2019-03-01 2.1843989121
2019-04-01 2.1835743846
2019-05-01 2.2930296736
2019-06-01 2.2664174647
2019-07-01 2.2401551716
2019-08-01 2.2454187941
2019-09-01 2.2907525905
2019-10-01 2.2908402435
2019-11-01 2.3018530911
2019-12-01 2.2924531270
2020-01-01 2.3352352009
2020-02-01 2.3835725357
2020-03-01 2.3892715100
2020-04-01 2.1774093240
2020-05-01 2.1839634263
2020-06-01 2.1715555009
2020-07-01 2.2359326636
2020-08-01 2.1407492071
2020-09-01 2.0881366693
2020-10-01 2.0945636806
2020-11-01 2.1039559150
2020-12-01 2.1968489054
2021-01-01 2.1331194971
2021-02-01 2.1885009932
2021-03-01 2.1963612560
2021-04-01 2.1721485787
2021-05-01 2.1763145799
2021-06-01 2.1743797373
2021-07-01 2.2337673645
2021-08-01 2.3363896513
2021-09-01 2.2892345336
2021-10-01 2.2996161234
2021-11-01 2.3052116887
2021-12-01 2.2973342050
2022-01-01 2.3256767734
2022-02-01 2.2915293771
2022-03-01 2.3000696186
2022-04-01 2.3703333560
2022-05-01 2.3752011638
2022-06-01 2.3755817563
2022-07-01 2.4380423260
2022-08-01 2.4326534114
2022-09-01 2.4921967131
2022-10-01 2.4006563996
2022-11-01 2.4040045840
2022-12-01 2.3967275106
2023-01-01 2.4130330542
2023-02-01 2.3937215465
2023-03-01 2.4019470219
2023-04-01 2.4729793252
2023-05-01 2.4773486408
2023-06-01 2.4790563657
2023-07-01 2.4446824031
2023-08-01 2.4262773714
2023-09-01 2.4958296569
2023-10-01 2.5015764252
2023-11-01 2.5014567673
2023-12-01 2.4918837415
2024-01-01 2.4042117804
2024-02-01 2.4929138755
2024-03-01 2.4999222332
2024-04-01 2.4793322127
2024-05-01 2.4816110202
2024-06-01 2.4818442121
2024-07-01 2.4542323089
2024-08-01 2.4221448344
2024-09-01 2.3966760848
2024-10-01 2.2001129415
2024-11-01 2.1983576057
2024-12-01 2.2884998561
2025-01-01 2.1988213238
2025-02-01 2.1899610618
2025-03-01 2.1951041467
2025-04-01 2.0867792067
2025-05-01 2.0860662319
2025-06-01 1.9845419844
2025-07-01 2.1615540817
2025-08-01 2.1170412636
2025-09-01 2.0996840271
2025-10-01 2.1001430729
2025-11-01 2.0972217578
2025-12-01 2.0830280656
2026-01-01 2.0968380254
2026-02-01 2.0846339513
2026-03-01 2.0887243263
2026-04-01 2.0941475372
2026-05-01 2.0913060196
2026-06-01 2.0894942035
2026-07-01 2.0651971328
2026-08-01 2.1133131075
2026-09-01 2.0999636187

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