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 2024-11-01
Last Updated 2024-12-21 6:26 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 1.1510463492786600
1990-02-01 1.1595770993116898
1990-03-01 1.2486084641318200
1990-04-01 1.1608476664923502
1990-05-01 1.2576327783751700
1990-06-01 1.2644279216910000
1990-07-01 1.2503502790323300
1990-08-01 1.2862080828481800
1990-09-01 1.2859727757451398
1990-10-01 1.3668923696993203
1990-11-01 1.3321256675832700
1990-12-01 1.3362014763023000
1991-01-01 1.3507531232549501
1991-02-01 1.3593707200393603
1991-03-01 1.3503338714759600
1991-04-01 1.3614437727941000
1991-05-01 1.3587247270584200
1991-06-01 1.3648237493546498
1991-07-01 1.4455633027687800
1991-08-01 1.3848076778755100
1991-09-01 1.3851441977293800
1991-10-01 1.3674784067471400
1991-11-01 1.3339289053755400
1991-12-01 1.4381634160246297
1992-01-01 1.3505915023812198
1992-02-01 1.3582972843335899
1992-03-01 1.3548180859324500
1992-04-01 1.3627408284257998
1992-05-01 1.3617450350581800
1992-06-01 1.3658906576092600
1992-07-01 1.3331399896008898
1992-08-01 1.2802128996517200
1992-09-01 1.3787630720944500
1992-10-01 1.3725659226661298
1992-11-01 1.4390518093101101
1992-12-01 1.4420195052737100
1993-01-01 1.4548268323468700
1993-02-01 1.4587482968557100
1993-03-01 1.4579195562760400
1993-04-01 1.4637623813692800
1993-05-01 1.4645522411475400
1993-06-01 1.4673507364025802
1993-07-01 1.4189161464704900
1993-08-01 1.3706458562863502
1993-09-01 1.4682333769021800
1993-10-01 1.5809673043695000
1993-11-01 1.5428725225767800
1993-12-01 1.5451661313571900
1994-01-01 1.5640507760672700
1994-02-01 1.5639927256211101
1994-03-01 1.5646827087727800
1994-04-01 1.5624840017071202
1994-05-01 1.5653669233125300
1994-06-01 1.5678209812386000
1994-07-01 1.6033337726408898
1994-08-01 1.4547935542374297
1994-09-01 1.5598254673995900
1994-10-01 1.5906229908185903
1994-11-01 1.5455084057812600
1994-12-01 1.5463886690615298
1995-01-01 1.5782325012536398
1995-02-01 1.5734969603584001
1995-03-01 1.5705490772613400
1995-04-01 1.5612673853236598
1995-05-01 1.5643386967135400
1995-06-01 1.5674055790592200
1995-07-01 1.5888428799773002
1995-08-01 1.5334774639768100
1995-09-01 1.5540834030968000
1995-10-01 1.4998192402264399
1995-11-01 1.4499775758261300
1995-12-01 1.4472822151611400
1996-01-01 1.4927641667063000
1996-02-01 1.5837134041577700
1996-03-01 1.5798997773554600
1996-04-01 1.5569066948436698
1996-05-01 1.5599765126420400
1996-06-01 1.5629576160865102
1996-07-01 1.5771618084339198
1996-08-01 1.6129267183250000
1996-09-01 1.6540903777880502
1996-10-01 1.6071218040704598
1996-11-01 1.6586485835589200
1996-12-01 1.6466028943998300
1997-01-01 1.6051504342966300
1997-02-01 1.5920469919519902
1997-03-01 1.5874536799326900
1997-04-01 1.6506956287597600
1997-05-01 1.6536576340928602
1997-06-01 1.6563971892972200
1997-07-01 1.6703526266012200
1997-08-01 1.6985294534521600
1997-09-01 1.6599021224637400
1997-10-01 1.7103767070788300
1997-11-01 1.7655122403970900
1997-12-01 1.7467526452624500
1998-01-01 1.7112314914358300
1998-02-01 1.6990368223453798
1998-03-01 1.6977581392895502
1998-04-01 1.6418529754268403
1998-05-01 1.6457745517148403
1998-06-01 1.6488664396285000
1998-07-01 1.6661757552246899
1998-08-01 1.6913511713894498
1998-09-01 1.6732206802673102
1998-10-01 1.6067553262168601
1998-11-01 1.5704495602666900
1998-12-01 1.5486074986738100
1999-01-01 1.7103961628433100
1999-02-01 1.7026606719397800
1999-03-01 1.7049743943470800
1999-04-01 1.7369920516439399
1999-05-01 1.7425118518452298
1999-06-01 1.7471470039886798
1999-07-01 1.6569281681167200
1999-08-01 1.6894588033640100
1999-09-01 1.6857443526987700
1999-10-01 1.6991653707080700
1999-11-01 1.6736316382672700
1999-12-01 1.7549996346988100
2000-01-01 1.7039744131204502
2000-02-01 1.7031637993943200
2000-03-01 1.7096213798850000
2000-04-01 1.7369473472233798
2000-05-01 1.7439089225064900
2000-06-01 1.7495794432513000
2000-07-01 1.7440994793865500
2000-08-01 1.6906354689111700
2000-09-01 1.6935772243283103
2000-10-01 1.7904672122443401
2000-11-01 1.7760171900076398
2000-12-01 1.7617587433717798
2001-01-01 1.7964270903402901
2001-02-01 1.8015404479828998
2001-03-01 1.8087132877856600
2001-04-01 1.8440885475390400
2001-05-01 1.8524296915505700
2001-06-01 1.8597331946066697
2001-07-01 1.7238535806787500
2001-08-01 1.8881337332956898
2001-09-01 1.8977037419249900
2001-10-01 1.8847860342471200
2001-11-01 1.8744665830082898
2001-12-01 1.8687836612659800
2002-01-01 1.8898095049158001
2002-02-01 1.8995499986823100
2002-03-01 1.9062713504543000
2002-04-01 1.9554702126873300
2002-05-01 1.9646845766494900
2002-06-01 1.9733236588040302
2002-07-01 1.9999944604427300
2002-08-01 1.9790976967429400
2002-09-01 2.0023982688444600
2002-10-01 2.1811521190343900
2002-11-01 2.1724411149265803
2002-12-01 2.1739595215393600
2003-01-01 2.1868532680114900
2003-02-01 2.0989118580417200
2003-03-01 2.1983334875280000
2003-04-01 2.1680368909839800
2003-05-01 2.1802221900958200
2003-06-01 2.1855859144445500
2003-07-01 2.1771290318225200
2003-08-01 2.1679451904152600
2003-09-01 2.2047060287594400
2003-10-01 2.1817556620864100
2003-11-01 2.1727161415690500
2003-12-01 2.1768020674489700
2004-01-01 2.1863639144014600
2004-02-01 2.1975679862466100
2004-03-01 2.1876757330275200
2004-04-01 2.1797463122442700
2004-05-01 2.1931901713311400
2004-06-01 2.1936776029994500
2004-07-01 2.2603365974564400
2004-08-01 2.2583464082430496
2004-09-01 2.2085712200974700
2004-10-01 2.1840419283071397
2004-11-01 2.1749584100587800
2004-12-01 2.1760447508319400
2005-01-01 2.1864013252849297
2005-02-01 2.1949431185519600
2005-03-01 2.1758108783853400
2005-04-01 2.1895834257604600
2005-05-01 2.2035926560850400
2005-06-01 2.1983701689028600
2005-07-01 2.2499516898278500
2005-08-01 2.2557203506447100
2005-09-01 2.2115772177464800
2005-10-01 2.2861167706773100
2005-11-01 2.2762283856807404
2005-12-01 2.2734875299377100
2006-01-01 2.2840703182820400
2006-02-01 2.2899416562688300
2006-03-01 2.3685696455621400
2006-04-01 2.3970776940481700
2006-05-01 2.3094415726946300
2006-06-01 2.4030807810284600
2006-07-01 2.3434275722335000
2006-08-01 2.3600012021663903
2006-09-01 2.4155841505759903
2006-10-01 2.3895812333758397
2006-11-01 2.3725136380765900
2006-12-01 2.4692196673276805
2007-01-01 2.3777930502165097
2007-02-01 2.3825313709456000
2007-03-01 2.4645312414059704
2007-04-01 2.3045343145407500
2007-05-01 2.4140903400803997
2007-06-01 2.4073212600005600
2007-07-01 2.4434061115159600
2007-08-01 2.4698027327563300
2007-09-01 2.4162754800452997
2007-10-01 2.3912689248493600
2007-11-01 2.4668543566611500
2007-12-01 2.4630684078931804
2008-01-01 2.4690667891639000
2008-02-01 2.4726281382553600
2008-03-01 2.4688559177260900
2008-04-01 2.4108812679944000
2008-05-01 2.4167429474385496
2008-06-01 2.4139346898117600
2008-07-01 2.3412341400578900
2008-08-01 2.3790295205948900
2008-09-01 2.4146807166153503
2008-10-01 2.3959968772007300
2008-11-01 2.3619807820208503
2008-12-01 2.3560656888064200
2009-01-01 2.3618444581691700
2009-02-01 2.3638744568265300
2009-03-01 2.3754711127915002
2009-04-01 2.4160286031488100
2009-05-01 2.4173831623103100
2009-06-01 2.4166929337387400
2009-07-01 2.4402821612832000
2009-08-01 2.3875104585808598
2009-09-01 2.4102193398287297
2009-10-01 2.3994006347855900
2009-11-01 2.4590137266038600
2009-12-01 2.6491236015663300
2010-01-01 2.6616983161481600
2010-02-01 2.6614888101619000
2010-03-01 2.5858971279185200
2010-04-01 2.5140873343435897
2010-05-01 2.4144302600019900
2010-06-01 2.5166180646380900
2010-07-01 2.7337466311734198
2010-08-01 2.5940009821200700
2010-09-01 2.5069269649326200
2010-10-01 2.6033561555823503
2010-11-01 2.7576761834635000
2010-12-01 2.7454840953463100
2011-01-01 2.7685136484566897
2011-02-01 2.7655704159548000
2011-03-01 2.6911772626298400
2011-04-01 2.7094955555420900
2011-05-01 2.6093152729886100
2011-06-01 2.6097531893312100
2011-07-01 2.7327994277440500
2011-08-01 2.5970334097061700
2011-09-01 2.6024170252005700
2011-10-01 2.5012669934869000
2011-11-01 2.4595164312569198
2011-12-01 2.5460352451965500
2012-01-01 2.4825658488015900
2012-02-01 2.4739709443132702
2012-03-01 2.4944536709952800
2012-04-01 2.5008408189561298
2012-05-01 2.5027652452836100
2012-06-01 2.5026165202131803
2012-07-01 2.4299869856957100
2012-08-01 2.3956896122345497
2012-09-01 2.3966430266637200
2012-10-01 2.4003198363785700
2012-11-01 2.4651400810627100
2012-12-01 2.4513132137253900
2013-01-01 2.3957182697120700
2013-02-01 2.3826027807286096
2013-03-01 2.3926825942684500
2013-04-01 2.3953862108831300
2013-05-01 2.3973694159433903
2013-06-01 2.3899845800638597
2013-07-01 2.4334956654994397
2013-08-01 2.3930336194340400
2013-09-01 2.3918915714206697
2013-10-01 2.3958133411608200
2013-11-01 2.3699956841150700
2013-12-01 2.3597966920601600
2014-01-01 2.3059460086262598
2014-02-01 2.3906373352551100
2014-03-01 2.3902594068141600
2014-04-01 2.3890670062245900
2014-05-01 2.3969370824030696
2014-06-01 2.3777682430529103
2014-07-01 2.3366097367032900
2014-08-01 2.3879507871243500
2014-09-01 2.3909146792129503
2014-10-01 2.3908773974447004
2014-11-01 2.3767734863245096
2014-12-01 2.3697519186441203
2015-01-01 2.3081478833283398
2015-02-01 2.2927534960286700
2015-03-01 2.3871891454681700
2015-04-01 2.3878987869825200
2015-05-01 2.3995756556811600
2015-06-01 2.3695220313100096
2015-07-01 2.4428618718290998
2015-08-01 2.3784725314708197
2015-09-01 2.3916927680452500
2015-10-01 2.3839877253884600
2015-11-01 2.3820317327097995
2015-12-01 2.3776971560561804
2016-01-01 2.4120711650152002
2016-02-01 2.3916495888434200
2016-03-01 2.3854198322414800
2016-04-01 2.3868337199448600
2016-05-01 2.4025968517545300
2016-06-01 2.4643435203720600
2016-07-01 2.4465724238453600
2016-08-01 2.4692010984979200
2016-09-01 2.4908370280826000
2016-10-01 2.4807113743298195
2016-11-01 2.4891440164598397
2016-12-01 2.4845557341002897
2017-01-01 2.5160354047437594
2017-02-01 2.4879419951838297
2017-03-01 2.4846574387765700
2017-04-01 2.4869391872326000
2017-05-01 2.4015662671972597
2017-06-01 2.4596543301468400
2017-07-01 2.3484373247840400
2017-08-01 2.3612897301735000
2017-09-01 2.2911907548066300
2017-10-01 2.0829946656527100
2017-11-01 1.9937497793528300
2017-12-01 2.0866516940440500
2018-01-01 2.1251535230517000
2018-02-01 2.0843645992573400
2018-03-01 2.0833980452942600
2018-04-01 1.9852700660829000
2018-05-01 2.0981987078560800
2018-06-01 2.0587519874827200
2018-07-01 2.1456939699709197
2018-08-01 2.1538199086461396
2018-09-01 2.1924873658360200
2018-10-01 2.1860206885194500
2018-11-01 2.1993187403272003
2018-12-01 2.1901198612243200
2019-01-01 2.1315073173168500
2019-02-01 2.0825098320201696
2019-03-01 2.1857516244831200
2019-04-01 2.1817654877324797
2019-05-01 2.2906439895137702
2019-06-01 2.2644032885871400
2019-07-01 2.2384975100590200
2019-08-01 2.2448232792925400
2019-09-01 2.2917774765959997
2019-10-01 2.2915620669308000
2019-11-01 2.3036695865745700
2019-12-01 2.2928920517841296
2020-01-01 2.3383711116424100
2020-02-01 2.3858656731828596
2020-03-01 2.3908274908531600
2020-04-01 2.1750719031958500
2020-05-01 2.1804010149808200
2020-06-01 2.1677282317415300
2020-07-01 2.2313993319107004
2020-08-01 2.1379254954647900
2020-09-01 2.0922082213654303
2020-10-01 2.0974679714056900
2020-11-01 2.1079112628633000
2020-12-01 2.1975572183288400
2021-01-01 2.1379451974673103
2021-02-01 2.1909886606578700
2021-03-01 2.2010419449489000
2021-04-01 2.1662640828866300
2021-05-01 2.1695504703406100
2021-06-01 2.1676157701093200
2021-07-01 2.2265638774127203
2021-08-01 2.3332958266124900
2021-09-01 2.2957225971252098
2021-10-01 2.3033459412369800
2021-11-01 2.3113198579059100
2021-12-01 2.2985723922340098
2022-01-01 2.3358495834961900
2022-02-01 2.2958204899187002
2022-03-01 2.3103814926186600
2022-04-01 2.3573892632675600
2022-05-01 2.3618775610328800
2022-06-01 2.3639410754211300
2022-07-01 2.4265682263536900
2022-08-01 2.4318226379488400
2022-09-01 2.5014357602572400
2022-10-01 2.4052076098619100
2022-11-01 2.4130095207081500
2022-12-01 2.3987619349994600
2023-01-01 2.4307171699351002
2023-02-01 2.4004117331590000
2023-03-01 2.4202922043472800
2023-04-01 2.4500524413040400
2023-05-01 2.4554722852201403
2023-06-01 2.4613538649268500
2023-07-01 2.4268764457981202
2023-08-01 2.4322041032868800
2023-09-01 2.4065993855444100
2023-10-01 2.4056616917281400
2023-11-01 2.4125672009861300
2023-12-01 2.4973645210775497
2024-01-01 2.4289712007963200
2024-02-01 2.5036557441598900
2024-03-01 2.4263566552357303
2024-04-01 2.4465270089143300
2024-05-01 2.4509743479117500
2024-06-01 2.4561647118113500
2024-07-01 2.4289477121100402
2024-08-01 2.4342219064912003
2024-09-01 2.4099580353510897
2024-10-01 2.5052427181612402
2024-11-01 2.5119388917106296

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