Federal Reserve Economic Data

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 2024-12-01
Last Updated 2025-01-29 6:40 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 1.1510463492791698
1990-02-01 1.1595770993122700
1990-03-01 1.2486084641322200
1990-04-01 1.1608476664930500
1990-05-01 1.2576327783756800
1990-06-01 1.2644279216912200
1990-07-01 1.2503502790296500
1990-08-01 1.2862080828471100
1990-09-01 1.2859727757444200
1990-10-01 1.3668923696983897
1990-11-01 1.3321256675835400
1990-12-01 1.3362014763035600
1991-01-01 1.3507531232560900
1991-02-01 1.3593707200407201
1991-03-01 1.3503338714771000
1991-04-01 1.3614437727952600
1991-05-01 1.3587247270589800
1991-06-01 1.3648237493544497
1991-07-01 1.4455633027648798
1991-08-01 1.3848076778733602
1991-09-01 1.3851441977275300
1991-10-01 1.3674784067454500
1991-11-01 1.3339289053757400
1991-12-01 1.4381634160266399
1992-01-01 1.3505915023840702
1992-02-01 1.3582972843368900
1992-03-01 1.3548180859353300
1992-04-01 1.3627408284279900
1992-05-01 1.3617450350589600
1992-06-01 1.3658906576084800
1992-07-01 1.3331399895955600
1992-08-01 1.2802128996470800
1992-09-01 1.3787630720883200
1992-10-01 1.3725659226595200
1992-11-01 1.4390518093132900
1992-12-01 1.4420195052739502
1993-01-01 1.4548268323437699
1993-02-01 1.4587482968919199
1993-03-01 1.4579195562740900
1993-04-01 1.4637623813668700
1993-05-01 1.4645522411433602
1993-06-01 1.4673507363964900
1993-07-01 1.4189161464611297
1993-08-01 1.3706458562792798
1993-09-01 1.4682333768952400
1993-10-01 1.5809673043627800
1993-11-01 1.5428725225875300
1993-12-01 1.5451661313584502
1994-01-01 1.5640507760578701
1994-02-01 1.5639927256868500
1994-03-01 1.5646827087609898
1994-04-01 1.5624840016952801
1994-05-01 1.5653669232996001
1994-06-01 1.5678209812257000
1994-07-01 1.6033337726297399
1994-08-01 1.4547935542367100
1994-09-01 1.5598254673949100
1994-10-01 1.5906229908261498
1994-11-01 1.5455084057702200
1994-12-01 1.5463886690682700
1995-01-01 1.5782325012373501
1995-02-01 1.5734969604564300
1995-03-01 1.5705490772518800
1995-04-01 1.5612673853239298
1995-05-01 1.5643386967057700
1995-06-01 1.5674055790333798
1995-07-01 1.5888428799423502
1995-08-01 1.5334774639365198
1995-09-01 1.5540834030259698
1995-10-01 1.4998192401761001
1995-11-01 1.4499775760557600
1995-12-01 1.4472822151635900
1996-01-01 1.4927641665256400
1996-02-01 1.5837134043275500
1996-03-01 1.5798997774430100
1996-04-01 1.5569066949289000
1996-05-01 1.5599765126702902
1996-06-01 1.5629576160262901
1996-07-01 1.5771618084401000
1996-08-01 1.6129267181094400
1996-09-01 1.6540903774599400
1996-10-01 1.6071218037288900
1996-11-01 1.6586485838000402
1996-12-01 1.6466028942731499
1997-01-01 1.6051504339772702
1997-02-01 1.5920469925847900
1997-03-01 1.5874536808320200
1997-04-01 1.6506956296849298
1997-05-01 1.6536576346521499
1997-06-01 1.6563971892544300
1997-07-01 1.6703526262643700
1997-08-01 1.6985294511488100
1997-09-01 1.6599021208300000
1997-10-01 1.7103767060363302
1997-11-01 1.7655122406197399
1997-12-01 1.7467526453027400
1998-01-01 1.7112314916451699
1998-02-01 1.6990368245237200
1998-03-01 1.6977581423979300
1998-04-01 1.6418529786471299
1998-05-01 1.6457745538424900
1998-06-01 1.6488664398390000
1998-07-01 1.6661757510726100
1998-08-01 1.6913511655959800
1998-09-01 1.6732206756680301
1998-10-01 1.6067553230698701
1998-11-01 1.5704495593789198
1998-12-01 1.5486074988487200
1999-01-01 1.7103961643382500
1999-02-01 1.7026606780236400
1999-03-01 1.7049744036612902
1999-04-01 1.7369920612361100
1999-05-01 1.7425118599372200
1999-06-01 1.7471470094639700
1999-07-01 1.6569281657912702
1999-08-01 1.6894587530208000
1999-09-01 1.6857443476638200
1999-10-01 1.6991653686933899
1999-11-01 1.6736316418849098
1999-12-01 1.7549996402938700
2000-01-01 1.7039744216640800
2000-02-01 1.7031638125197400
2000-03-01 1.7096213986654498
2000-04-01 1.7369473643432300
2000-05-01 1.7439089348640902
2000-06-01 1.7495794498185200
2000-07-01 1.7440994735115500
2000-08-01 1.6906353703804400
2000-09-01 1.6935772162402900
2000-10-01 1.7904672097983199
2000-11-01 1.7760171973157400
2000-12-01 1.7617587543145700
2001-01-01 1.7964271074431797
2001-02-01 1.8015404741899200
2001-03-01 1.8087133250599700
2001-04-01 1.8440885832162200
2001-05-01 1.8524297253317800
2001-06-01 1.8597332262338502
2001-07-01 1.7238535378527800
2001-08-01 1.8881334852459999
2001-09-01 1.8977037626585302
2001-10-01 1.8847860543929198
2001-11-01 1.8744666041886398
2001-12-01 1.8687836773653899
2002-01-01 1.8898095276174500
2002-02-01 1.8995500366381601
2002-03-01 1.9062714094649700
2002-04-01 1.9554702888994802
2002-05-01 1.9646846662586300
2002-06-01 1.9733237311212600
2002-07-01 1.9999943555285800
2002-08-01 1.9790972820208899
2002-09-01 2.0023984336000900
2002-10-01 2.1811520763504600
2002-11-01 2.1724410771622200
2002-12-01 2.1739594928546797
2003-01-01 2.1868532348669500
2003-02-01 2.0989118304556300
2003-03-01 2.1983335003476600
2003-04-01 2.1680373407646200
2003-05-01 2.1802222987659400
2003-06-01 2.1855861697243900
2003-07-01 2.1771289862184700
2003-08-01 2.1679446452262300
2003-09-01 2.2047062325633000
2003-10-01 2.1817553258348700
2003-11-01 2.1727157448620800
2003-12-01 2.1768024489546700
2004-01-01 2.1863635549150904
2004-02-01 2.1975676701455700
2004-03-01 2.1876756452775300
2004-04-01 2.1797471448289400
2004-05-01 2.1931904829352300
2004-06-01 2.1936783222172900
2004-07-01 2.2603370983748100
2004-08-01 2.2583464799932100
2004-09-01 2.2085721629284500
2004-10-01 2.1840376913910700
2004-11-01 2.1749584077888000
2004-12-01 2.1760462164623200
2005-01-01 2.1864010195231300
2005-02-01 2.1949425598435800
2005-03-01 2.1758105415875400
2005-04-01 2.1895841156209697
2005-05-01 2.2035922767012900
2005-06-01 2.1983702578854000
2005-07-01 2.2499577295596900
2005-08-01 2.2557199389901097
2005-09-01 2.2115778604283500
2005-10-01 2.2861081515367500
2005-11-01 2.2762286059199703
2005-12-01 2.2734900601894100
2006-01-01 2.2840702247963400
2006-02-01 2.2899410436486503
2006-03-01 2.3685690253375298
2006-04-01 2.3970777794886500
2006-05-01 2.3094406197979000
2006-06-01 2.4030804050134997
2006-07-01 2.3434394074760100
2006-08-01 2.3600006178780700
2006-09-01 2.4155843250550200
2006-10-01 2.3895672256062100
2006-11-01 2.3725120208903103
2006-12-01 2.4692265333253904
2007-01-01 2.3777962227131604
2007-02-01 2.3825280735403100
2007-03-01 2.4645309110199000
2007-04-01 2.3045330735921805
2007-05-01 2.4140877432849703
2007-06-01 2.4073155970609100
2007-07-01 2.4434252352136900
2007-08-01 2.4698045840293200
2007-09-01 2.4162818368468400
2007-10-01 2.3912427570680000
2007-11-01 2.4668520478802596
2007-12-01 2.4630801837597100
2008-01-01 2.4690734031958100
2008-02-01 2.4726220769610200
2008-03-01 2.4688557478768900
2008-04-01 2.4108781598201400
2008-05-01 2.4167399501601400
2008-06-01 2.4139236487966100
2008-07-01 2.3412567610659200
2008-08-01 2.3790344992779504
2008-09-01 2.4146937485556200
2008-10-01 2.3959585517958400
2008-11-01 2.3619801170109103
2008-12-01 2.3560838247158200
2009-01-01 2.3618536690366900
2009-02-01 2.3638649501050800
2009-03-01 2.3754706327244600
2009-04-01 2.4160232641449800
2009-05-01 2.4173792352324903
2009-06-01 2.4166760437015697
2009-07-01 2.4403079684757003
2009-08-01 2.3875182360065500
2009-09-01 2.4102390193601200
2009-10-01 2.3993550112210698
2009-11-01 2.4590157830804700
2009-12-01 2.6491431471165900
2010-01-01 2.6617066915407700
2010-02-01 2.6614788671101297
2010-03-01 2.5858964446953596
2010-04-01 2.5140813906431500
2010-05-01 2.4144271689832797
2010-06-01 2.5166004916622597
2010-07-01 2.7337682499731700
2010-08-01 2.5940092020090800
2010-09-01 2.5069468274121700
2010-10-01 2.6033143954383700
2010-11-01 2.7576797613258200
2010-12-01 2.7455045555167996
2011-01-01 2.7685175829201900
2011-02-01 2.7655616251289903
2011-03-01 2.6911784761793602
2011-04-01 2.7094909883067406
2011-05-01 2.6093116987619798
2011-06-01 2.6097331821876200
2011-07-01 2.7328161771031000
2011-08-01 2.5970410083655900
2011-09-01 2.6024380632449104
2011-10-01 2.5012340322942297
2011-11-01 2.4595273012232597
2011-12-01 2.5460570323730800
2012-01-01 2.4825263261452997
2012-02-01 2.4739831959299400
2012-03-01 2.4944593931922300
2012-04-01 2.5008434986896004
2012-05-01 2.5027727578155700
2012-06-01 2.5026157078299702
2012-07-01 2.4299429138989400
2012-08-01 2.3957150261784900
2012-09-01 2.3966748428586300
2012-10-01 2.4003097389759700
2012-11-01 2.4651554625128200
2012-12-01 2.4513273015359505
2013-01-01 2.3956219517828400
2013-02-01 2.3826226493687703
2013-03-01 2.3926853585933700
2013-04-01 2.3953966071610800
2013-05-01 2.3973950622744100
2013-06-01 2.3900161297382600
2013-07-01 2.4334109800322500
2013-08-01 2.3930917765805200
2013-09-01 2.3919437885028400
2013-10-01 2.3958255576033500
2013-11-01 2.3700045472058098
2013-12-01 2.3597836141298200
2014-01-01 2.3057750127754900
2014-02-01 2.3906478702865095
2014-03-01 2.3902513755851000
2014-04-01 2.3890848265169500
2014-05-01 2.3968755705325298
2014-06-01 2.3779847383401500
2014-07-01 2.3364980437640800
2014-08-01 2.3880787662748700
2014-09-01 2.3909582773973400
2014-10-01 2.3909808648802200
2014-11-01 2.3767407441156400
2014-12-01 2.3698321002716100
2015-01-01 2.3075098449318503
2015-02-01 2.2928416488754704
2015-03-01 2.3872391905001000
2015-04-01 2.3879457259777000
2015-05-01 2.3994210080397900
2015-06-01 2.3699782535222003
2015-07-01 2.4427569715377797
2015-08-01 2.3786279758504100
2015-09-01 2.3917088369776500
2015-10-01 2.3841669765178000
2015-11-01 2.3819773737802903
2015-12-01 2.3779098879051297
2016-01-01 2.4109313222928197
2016-02-01 2.3918239770135200
2016-03-01 2.3855809674686803
2016-04-01 2.3869576663107700
2016-05-01 2.4021839188844800
2016-06-01 2.4650572098819503
2016-07-01 2.4464651484921003
2016-08-01 2.4693593472332203
2016-09-01 2.4908090985796500
2016-10-01 2.4809759943519705
2016-11-01 2.4891003911264398
2016-12-01 2.4849468823773500
2017-01-01 2.5144800790813100
2017-02-01 2.4882142127846096
2017-03-01 2.4849297326026800
2017-04-01 2.4871322351917100
2017-05-01 2.4009993151374400
2017-06-01 2.4604486616224600
2017-07-01 2.3483040670920400
2017-08-01 2.3613426522622100
2017-09-01 2.2910259225527900
2017-10-01 2.0830840987039900
2017-11-01 1.9935015009227300
2017-12-01 2.0882830072227300
2018-01-01 2.1233831964569100
2018-02-01 2.0844610314569600
2018-03-01 2.0836121862943900
2018-04-01 1.9854509747590900
2018-05-01 2.0974222155498800
2018-06-01 2.0595227245258600
2018-07-01 2.1455454785429400
2018-08-01 2.1537088454061900
2018-09-01 2.1921954298313200
2018-10-01 2.1859644483486296
2018-11-01 2.1989079037393800
2018-12-01 2.1930341807115000
2019-01-01 2.1296374677296400
2019-02-01 2.0824718247362597
2019-03-01 2.1858630663803500
2019-04-01 2.1818623552260403
2019-05-01 2.2898926151485100
2019-06-01 2.2649377184588300
2019-07-01 2.2382832675214400
2019-08-01 2.2444961716195900
2019-09-01 2.2913020790652000
2019-10-01 2.2912973328924300
2019-11-01 2.3031479877301000
2019-12-01 2.2970008944658997
2020-01-01 2.3368290019783200
2020-02-01 2.3856028662518103
2020-03-01 2.3907995867743197
2020-04-01 2.1750732171246500
2020-05-01 2.1796684674964600
2020-06-01 2.1679532319808600
2020-07-01 2.2311012978002003
2020-08-01 2.1374115175744700
2020-09-01 2.0916084789218300
2020-10-01 2.0971197613106300
2020-11-01 2.1074780337794200
2020-12-01 2.2018835910272300
2021-01-01 2.1370546293758500
2021-02-01 2.1905551880789200
2021-03-01 2.2009983999337900
2021-04-01 2.1662461043082800
2021-05-01 2.1691228107758502
2021-06-01 2.1675675817813400
2021-07-01 2.2261389706711100
2021-08-01 2.3325402277810000
2021-09-01 2.2950190571816100
2021-10-01 2.3025638744481000
2021-11-01 2.3102080045490900
2021-12-01 2.3040303496034200
2022-01-01 2.3356110904489200
2022-02-01 2.2951721515994400
2022-03-01 2.3102995418071200
2022-04-01 2.3573770805602403
2022-05-01 2.3616548604290700
2022-06-01 2.3638079662215700
2022-07-01 2.4261351016544100
2022-08-01 2.4309182820711900
2022-09-01 2.5007820350890500
2022-10-01 2.4042507193036800
2022-11-01 2.4115278283103600
2022-12-01 2.4035943565802400
2023-01-01 2.4310161711032800
2023-02-01 2.3998752608390697
2023-03-01 2.4204070611242700
2023-04-01 2.4502012643697700
2023-05-01 2.4555917693028500
2023-06-01 2.4612993008991300
2023-07-01 2.4264471452970300
2023-08-01 2.4312154012657796
2023-09-01 2.4060257840471900
2023-10-01 2.4045002565276400
2023-11-01 2.4105983282100700
2023-12-01 2.5012751089191500
2024-01-01 2.4297693327880700
2024-02-01 2.5033421786335497
2024-03-01 2.4267029780354700
2024-04-01 2.4468868565828400
2024-05-01 2.4512716477291296
2024-06-01 2.4562666086266600
2024-07-01 2.4286634357647903
2024-08-01 2.4333306957043304
2024-09-01 2.4095767064359600
2024-10-01 2.5041785519108300
2024-11-01 2.5100998521786400
2024-12-01 2.4994101872795600

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