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Table Data - All Employees: Education and Health Services: Private Educational Services in Mayaguez, PR (MSA)

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

Title All Employees: Education and Health Services: Private Educational Services in Mayaguez, PR (MSA)
Series ID SMU72324206561000001SA
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 2003-01-01 to 2024-05-01
Last Updated 2024-06-26 4:22 AM CDT
Notes As a result of reconfiguration of the Bureau of Labor Statistics' databases to fit NAICS naming conventions, this data is tracked by two nearly identical series. The other series for this data can be found at https://fred.stlouisfed.org/series/SMU72324206561100001SA. If you feel the differences between the two series would be meaningful to your application, contact the Bureau of Labor Statistics for guidance.

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
2003-01-01 0.8543822358401300
2003-02-01 0.7615012755936830
2003-03-01 0.7633660750575909
2003-04-01 0.7662199321810180
2003-05-01 0.7805586041059358
2003-06-01 0.7866322537051079
2003-07-01 0.8362030534083190
2003-08-01 0.8468784181456479
2003-09-01 0.7467824871873979
2003-10-01 0.8486380766476321
2003-11-01 0.8538456741614130
2003-12-01 0.8559968727100610
2004-01-01 0.8550956113965860
2004-02-01 0.8637659657490110
2004-03-01 0.8595334412845580
2004-04-01 0.8634830197458470
2004-05-01 0.8794896645845559
2004-06-01 0.8846950720231570
2004-07-01 0.9396961602705021
2004-08-01 0.9502733404209078
2004-09-01 0.9466083099959929
2004-10-01 0.9488967777533400
2004-11-01 0.9541289963302151
2004-12-01 0.9567503688561940
2005-01-01 0.9564829866172380
2005-02-01 0.9655478964050351
2005-03-01 0.9552874521706130
2005-04-01 0.9569778867989759
2005-05-01 0.9804213202458740
2005-06-01 0.9786459621356400
2005-07-01 0.9464106026174900
2005-08-01 0.9554771428419740
2005-09-01 0.9465900690178670
2005-10-01 0.9496051098226520
2005-11-01 0.9544278036445500
2005-12-01 1.0573375806546100
2006-01-01 0.9574178819292121
2006-02-01 0.9676692876478350
2006-03-01 0.9518205061256539
2006-04-01 0.9514674036485359
2006-05-01 0.9791003034036140
2006-06-01 0.7698611062997320
2006-07-01 0.6541068890600190
2006-08-01 0.8598870327767401
2006-09-01 0.9491867905969059
2006-10-01 0.9520860916149110
2006-11-01 0.9560929828283810
2006-12-01 0.9518935296758408
2007-01-01 1.0594167454651500
2007-02-01 1.2681498653843502
2007-03-01 1.3516178390948200
2007-04-01 0.7469883240518671
2007-05-01 0.7787651079322601
2007-06-01 0.7630180635693058
2007-07-01 0.7568995661408450
2007-08-01 0.7648626811267909
2007-09-01 0.7523708168482299
2007-10-01 0.7557129615507421
2007-11-01 0.7548098273567640
2007-12-01 0.7424770783898650
2008-01-01 0.7633333158388430
2008-02-01 0.7730752394187920
2008-03-01 0.7513777005701950
2008-04-01 1.0471665316904800
2008-05-01 0.9747366926373070
2008-06-01 1.0600037526879700
2008-07-01 0.9525367252978760
2008-08-01 1.0673843805838001
2008-09-01 1.0590919558556500
2008-10-01 1.0614205915609500
2008-11-01 1.0532999901377600
2008-12-01 1.0273616859185900
2009-01-01 1.0688497117032500
2009-02-01 1.0764412201511200
2009-03-01 1.0547485243479600
2009-04-01 1.0490866501410800
2009-05-01 1.0724475646927700
2009-06-01 1.1597152256261598
2009-07-01 1.0442473501322700
2009-08-01 1.0682406814313699
2009-09-01 1.0656652020471400
2009-10-01 1.0680930052886701
2009-11-01 1.0467186241916500
2009-12-01 1.1141953234059800
2010-01-01 1.0761412992175800
2010-02-01 1.0810207835907200
2010-03-01 1.0586201860098199
2010-04-01 1.0537279833976898
2010-05-01 1.1658914262934000
2010-06-01 1.0581202626283400
2010-07-01 1.1357722710629299
2010-08-01 1.0707259624318600
2010-09-01 1.0727888680560700
2010-10-01 1.0750357005771100
2010-11-01 1.1395915901950000
2010-12-01 1.1006737138346900
2011-01-01 1.0832429071656802
2011-02-01 1.0847353884390600
2011-03-01 1.1668976153856598
2011-04-01 1.1558417202453300
2011-05-01 1.1605425984874398
2011-06-01 1.1557648049535900
2011-07-01 1.2253200687407500
2011-08-01 1.1748915116641598
2011-09-01 1.1763416355274100
2011-10-01 1.1809595950901899
2011-11-01 1.1306351027582602
2011-12-01 1.1971936666403202
2012-01-01 1.1865508698387501
2012-02-01 1.1948982532565400
2012-03-01 1.1707977160004200
2012-04-01 1.1568983713218899
2012-05-01 1.1562970037901399
2012-06-01 1.1478939274647701
2012-07-01 1.1142834213571800
2012-08-01 1.1797446679862000
2012-09-01 1.1793812922108502
2012-10-01 1.1848861457228999
2012-11-01 1.2300962990673900
2012-12-01 1.1969102949085300
2013-01-01 1.1858838329157200
2013-02-01 1.2009450906516699
2013-03-01 1.1768878803440100
2013-04-01 1.1577932260933301
2013-05-01 1.1524203022139100
2013-06-01 1.1365771310358102
2013-07-01 1.1084841487656298
2013-08-01 1.0817560069639000
2013-09-01 1.0816846063744200
2013-10-01 1.0855819514044600
2013-11-01 1.1347656476095600
2013-12-01 1.1027735625778998
2014-01-01 1.0788399676447100
2014-02-01 1.1074889782337198
2014-03-01 1.0830672071683800
2014-04-01 1.1575135999566500
2014-05-01 1.1456100052455700
2014-06-01 1.1217880081012200
2014-07-01 1.2097422112759500
2014-08-01 1.2811767104030200
2014-09-01 1.1870914394629801
2014-10-01 1.0866088169056600
2014-11-01 1.1426385309804499
2014-12-01 1.1055471593382700
2015-01-01 1.1693566229627401
2015-02-01 1.1127572339550800
2015-03-01 1.1931433776081500
2015-04-01 1.1532991424460501
2015-05-01 1.1358369142867801
2015-06-01 1.2137107017715400
2015-07-01 1.2152612068443600
2015-08-01 1.1763606903423100
2015-09-01 1.1883838168519099
2015-10-01 1.1896504405232200
2015-11-01 1.1519018100663300
2015-12-01 1.2076771505899098
2016-01-01 1.1589569071002800
2016-02-01 1.2233645738624699
2016-03-01 1.1952298311769198
2016-04-01 1.1465580307474100
2016-05-01 1.2291400541360802
2016-06-01 1.2088578387441102
2016-07-01 1.2216599980690600
2016-08-01 1.1734838866280901
2016-09-01 1.2907655678850400
2016-10-01 1.3943418673855001
2016-11-01 1.3557985416233200
2016-12-01 1.4040839857828400
2017-01-01 1.4537248680187800
2017-02-01 1.4296477394328400
2017-03-01 1.3934646861190300
2017-04-01 1.4440106759325400
2017-05-01 1.4252381840479897
2017-06-01 1.4085726152411700
2017-07-01 1.3300532228870900
2017-08-01 1.3759347087171598
2017-09-01 1.2871532337174700
2017-10-01 1.2948234146289700
2017-11-01 1.3562830934978600
2017-12-01 1.2970464050698600
2018-01-01 1.3514575409590102
2018-02-01 1.3383397664899500
2018-03-01 1.2895892409281000
2018-04-01 1.4415090033176101
2018-05-01 1.4276050954359600
2018-06-01 1.4061244110050601
2018-07-01 1.4339226443363702
2018-08-01 1.4841296364737300
2018-09-01 1.4889675793246102
2018-10-01 1.3922417119712400
2018-11-01 1.3500384867868602
2018-12-01 1.3898026304207700
2019-01-01 1.2505566047952401
2019-02-01 1.3431335007245800
2019-03-01 1.3847143404991697
2019-04-01 1.3410946949133300
2019-05-01 1.3353840370728400
2019-06-01 1.3109272811917199
2019-07-01 1.3304546494383300
2019-08-01 1.2947224278399700
2019-09-01 1.2879127428088900
2019-10-01 1.2828707642986599
2019-11-01 1.3474033062543798
2019-12-01 1.2860030698263500
2020-01-01 1.2531466082390900
2020-02-01 1.2450966164404700
2020-03-01 1.3704692998614400
2020-04-01 1.1442216170268502
2020-05-01 1.1450930740430800
2020-06-01 1.2172945284655900
2020-07-01 1.0230781524250200
2020-08-01 1.1100411163803400
2020-09-01 1.1939003182551000
2020-10-01 1.1689250510655602
2020-11-01 1.1432747341424300
2020-12-01 1.1835225881054900
2021-01-01 1.1584706848276800
2021-02-01 1.1373167111948600
2021-03-01 1.1537186491055802
2021-04-01 1.2514279933772000
2021-05-01 1.2519653385844298
2021-06-01 1.3272384868829100
2021-07-01 1.3217618958945299
2021-08-01 1.3238892439799699
2021-09-01 1.2966908715492400
2021-10-01 1.3533872308349602
2021-11-01 1.3426564219449900
2021-12-01 1.2827621825200400
2022-01-01 1.4639309670510101
2022-02-01 1.5274349834861100
2022-03-01 1.4416696291326600
2022-04-01 1.4537865740570302
2022-05-01 1.4530025945292000
2022-06-01 1.4354797044439900
2022-07-01 1.5250360064251298
2022-08-01 1.5325725315347900
2022-09-01 1.5041732943283400
2022-10-01 1.5433948582201897
2022-11-01 1.5410932577393601
2022-12-01 1.4848364791271698
2023-01-01 1.4648938587222702
2023-02-01 1.5165119896166999
2023-03-01 1.5340234047427800
2023-04-01 1.4531203124817600
2023-05-01 1.5519868972744097
2023-06-01 1.4461935652831102
2023-07-01 1.3307838139542600
2023-08-01 1.4336698616602002
2023-09-01 1.6059122470994300
2023-10-01 1.5395562322592300
2023-11-01 1.5412752469469000
2023-12-01 1.5877119857797302
2024-01-01 1.5682124796825800
2024-02-01 1.6082656775545400
2024-03-01 1.6269217626876598
2024-04-01 1.6526223084520400
2024-05-01 1.6485286047617800

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