NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Puerto Rico Series ID: SMU72000006561130001SA 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 2024-03-01 Last Updated: 2024-04-20 4:03 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU72000006561130001). 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 8.2503650746343400 1990-02-01 7.7804991769149400 1990-03-01 7.2077160837559300 1990-04-01 7.7254679838810400 1990-05-01 7.5882439573257100 1990-06-01 7.6459619677510190 1990-07-01 8.1840679857053900 1990-08-01 8.6118786820020600 1990-09-01 8.5011174124528000 1990-10-01 7.7614344411210600 1990-11-01 7.5236003135605890 1990-12-01 7.6270080862180990 1991-01-01 7.7414932550511500 1991-02-01 7.7034900282208210 1991-03-01 7.4904410369062004 1991-04-01 7.6139511323339810 1991-05-01 7.5781000179234890 1991-06-01 7.7421353287142100 1991-07-01 7.5927972194280490 1991-08-01 7.6254717280561100 1991-09-01 7.5042070438383500 1991-10-01 8.2634026329819300 1991-11-01 7.9239056812428890 1991-12-01 7.9397439313238500 1992-01-01 7.7411040242319110 1992-02-01 7.9103223266197510 1992-03-01 7.9757241149289500 1992-04-01 7.7949283277254295 1992-05-01 7.9500590111985100 1992-06-01 7.8134192752549700 1992-07-01 7.6264463505377600 1992-08-01 7.8638333723756510 1992-09-01 8.0221658978488490 1992-10-01 7.8594190459679700 1992-11-01 8.0092883651555800 1992-12-01 7.9626482978892510 1993-01-01 7.9451657034129700 1993-02-01 7.7924127738192100 1993-03-01 7.9755289982586690 1993-04-01 7.9703109821879100 1993-05-01 8.0256644717037200 1993-06-01 7.5867318517778400 1993-07-01 8.1584030705345790 1993-08-01 8.0905285838649800 1993-09-01 7.5143785434357900 1993-10-01 8.1861642153093700 1993-11-01 7.9032758080607810 1993-12-01 8.0870729649460300 1994-01-01 8.1575098806917410 1994-02-01 7.7392528162880705 1994-03-01 8.1983310161229100 1994-04-01 8.0592051826534110 1994-05-01 8.0168160758478100 1994-06-01 7.9485700978373900 1994-07-01 7.9765032957219990 1994-08-01 7.9891565009385510 1994-09-01 8.0987530502242800 1994-10-01 8.1153776779417100 1994-11-01 8.3134475019792810 1994-12-01 8.2237329700359110 1995-01-01 8.2762099273258700 1995-02-01 8.5776959078968800 1995-03-01 6.7157588717332395 1995-04-01 8.4666472921151100 1995-05-01 8.4290669018753700 1995-06-01 8.4310857880072800 1995-07-01 8.2657329591565000 1995-08-01 8.0471936264051800 1995-09-01 9.7505047425388300 1995-10-01 11.4623611495686980 1995-11-01 8.5380576371748500 1995-12-01 8.3514940832927690 1996-01-01 9.6283740419753490 1996-02-01 8.9068054684789200 1996-03-01 8.6369423370145800 1996-04-01 9.1810546216938800 1996-05-01 9.1377748114349300 1996-06-01 9.3263813586390600 1996-07-01 10.0637311084245000 1996-08-01 10.5109872835646990 1996-09-01 8.9825224922586700 1996-10-01 9.4664448233949710 1996-11-01 9.3506328596131500 1996-12-01 8.2744094890796300 1997-01-01 10.5155123109777000 1997-02-01 9.7685236694885400 1997-03-01 8.8328740395321000 1997-04-01 9.3995563583250100 1997-05-01 9.4347652129483190 1997-06-01 9.7384662573655800 1997-07-01 9.2919384530505890 1997-08-01 9.4917988705801890 1997-09-01 9.1826063493005190 1997-10-01 8.9463675718989090 1997-11-01 8.9471530087993680 1997-12-01 8.6450259082973490 1998-01-01 8.9541605170465600 1998-02-01 8.8803426896792000 1998-03-01 9.0013536544809990 1998-04-01 8.8074675952777600 1998-05-01 8.9057644402345700 1998-06-01 8.9585313128376090 1998-07-01 9.1497968103504700 1998-08-01 9.0308838503063600 1998-09-01 8.6878158244056600 1998-10-01 8.6708268079694700 1998-11-01 8.6263980918410800 1998-12-01 8.8010762367260610 1999-01-01 8.7946870992759500 1999-02-01 8.2212029646692000 1999-03-01 8.7342494094666400 1999-04-01 9.0034062274637400 1999-05-01 8.9624126138878810 1999-06-01 8.8105953517853910 1999-07-01 9.1282441766668500 1999-08-01 9.2080675994493680 1999-09-01 9.5993724248671790 1999-10-01 9.5887067205515000 1999-11-01 9.6055909765111700 1999-12-01 9.5416783244947500 2000-01-01 9.6222474085940010 2000-02-01 9.6288903109721200 2000-03-01 9.6576279246320000 2000-04-01 9.5585903883848400 2000-05-01 9.6077835053093900 2000-06-01 9.9126665903098800 2000-07-01 9.5491766353304990 2000-08-01 9.6462027380274820 2000-09-01 9.6010859466264480 2000-10-01 9.6866816046695000 2000-11-01 9.9757900163101510 2000-12-01 9.7036944003953000 2001-01-01 9.2038345020078690 2001-02-01 9.2743709501138300 2001-03-01 8.8800852430068500 2001-04-01 9.9089811059550090 2001-05-01 10.1829707607585000 2001-06-01 10.4330407780979000 2001-07-01 10.3981517776555000 2001-08-01 10.2012312163021000 2001-09-01 10.2011933404098020 2001-10-01 10.6016271329579010 2001-11-01 10.6268474823297000 2001-12-01 10.7376995950305000 2002-01-01 10.5753232260083010 2002-02-01 10.4978924187733000 2002-03-01 10.5220439202361000 2002-04-01 10.4655673568625000 2002-05-01 10.6528730432130000 2002-06-01 10.4591247635364010 2002-07-01 11.4452660536161000 2002-08-01 11.3707852059701990 2002-09-01 11.2180628189128020 2002-10-01 10.8189826165231990 2002-11-01 11.1453109766736990 2002-12-01 11.3804472797629000 2003-01-01 12.1399602652293020 2003-02-01 12.2091228459526990 2003-03-01 12.3733428849620020 2003-04-01 12.5394364591210990 2003-05-01 12.4334605110311000 2003-06-01 12.2786300591156990 2003-07-01 12.4771403389331000 2003-08-01 12.7229082506794000 2003-09-01 13.0362578937325000 2003-10-01 12.9465778199753000 2003-11-01 12.8545229850405000 2003-12-01 12.9178826056028000 2004-01-01 13.2197964269054000 2004-02-01 13.3493114647911000 2004-03-01 13.1640940169402000 2004-04-01 13.0008934330930990 2004-05-01 12.6710042858334990 2004-06-01 12.9873917813891970 2004-07-01 12.7894640473494000 2004-08-01 12.7669224580534000 2004-09-01 12.9662124674870980 2004-10-01 13.0659850358416990 2004-11-01 13.2749521918048000 2004-12-01 13.2601683716140980 2005-01-01 12.9174148638989000 2005-02-01 12.9239828587130000 2005-03-01 12.8754926336668020 2005-04-01 12.9545271317557000 2005-05-01 13.3879329728886990 2005-06-01 13.4326689092592000 2005-07-01 13.7026168347511990 2005-08-01 13.1694036161099000 2005-09-01 13.5210452588937000 2005-10-01 13.7114499143914000 2005-11-01 14.0212356856603000 2005-12-01 14.2980146335741000 2006-01-01 13.7257929404848000 2006-02-01 13.3459627736451000 2006-03-01 13.9962188079356000 2006-04-01 13.9094866810070990 2006-05-01 13.6581285832462000 2006-06-01 13.7266888070660000 2006-07-01 13.6627567645556000 2006-08-01 13.6669687881208990 2006-09-01 14.0306837563500000 2006-10-01 13.9864814983699990 2006-11-01 13.9982125645169000 2006-12-01 13.9546772028543020 2007-01-01 13.8199096666009000 2007-02-01 13.8759057079080980 2007-03-01 13.7901357319116000 2007-04-01 13.9385769823049000 2007-05-01 14.2546929069566990 2007-06-01 14.0865482640861990 2007-07-01 14.3150890885322000 2007-08-01 14.4458731429222000 2007-09-01 14.4545999341483000 2007-10-01 14.6795604680446980 2007-11-01 14.5070308227200990 2007-12-01 14.7379336612480000 2008-01-01 14.6972898178188000 2008-02-01 14.1938061162299000 2008-03-01 14.5847604009460000 2008-04-01 15.2396338261003020 2008-05-01 14.8632790069001000 2008-06-01 14.6501830003428000 2008-07-01 14.4445175333224000 2008-08-01 14.9428576071180980 2008-09-01 15.0765854834970000 2008-10-01 14.2536911045521000 2008-11-01 14.3343194958558020 2008-12-01 14.5216048843385010 2009-01-01 14.9813702806812000 2009-02-01 15.0171212815325000 2009-03-01 15.1838673178847010 2009-04-01 14.7076441120985010 2009-05-01 15.1272048236143990 2009-06-01 15.1926938689981980 2009-07-01 15.3776058538204000 2009-08-01 15.0090580656515000 2009-09-01 15.2909840047054000 2009-10-01 15.3441944808405000 2009-11-01 15.7637210526191000 2009-12-01 15.6942651166646990 2010-01-01 15.8407262119351980 2010-02-01 15.9364052230668000 2010-03-01 16.1101570297225000 2010-04-01 16.0165193270656980 2010-05-01 15.9237403141082000 2010-06-01 16.2391048795450000 2010-07-01 16.0660627632815000 2010-08-01 16.0474149846600970 2010-09-01 15.7038448411699000 2010-10-01 16.5482767609923000 2010-11-01 16.5705794802705000 2010-12-01 16.4601710207967000 2011-01-01 16.3142311711727000 2011-02-01 16.5541328966478000 2011-03-01 16.4153095385189000 2011-04-01 16.8252630248478000 2011-05-01 16.7445378436637000 2011-06-01 16.5338399365472000 2011-07-01 16.6851110665883020 2011-08-01 16.5498112721314000 2011-09-01 17.4179507576300000 2011-10-01 17.3378731574377000 2011-11-01 17.0575524348757000 2011-12-01 17.3397116271941000 2012-01-01 16.8371537979886980 2012-02-01 17.1453130280016000 2012-03-01 17.4115907890927000 2012-04-01 17.7825497698443000 2012-05-01 17.6423810696731030 2012-06-01 17.9023855670963000 2012-07-01 17.7489842867806970 2012-08-01 18.0562770558912000 2012-09-01 17.4064793416111000 2012-10-01 16.9076670071073000 2012-11-01 16.8172174141136000 2012-12-01 16.9159058374813000 2013-01-01 18.9531771207533000 2013-02-01 18.2071794198282000 2013-03-01 17.5709257697977000 2013-04-01 17.8733729108998000 2013-05-01 17.9321204777170000 2013-06-01 18.5020260316893970 2013-07-01 18.4730664110947000 2013-08-01 18.4688677112155020 2013-09-01 17.7829409977135000 2013-10-01 17.3844969253022000 2013-11-01 17.3714083892409000 2013-12-01 17.2129138487616000 2014-01-01 16.6884360602565000 2014-02-01 16.9286166286304000 2014-03-01 17.0164628318938000 2014-04-01 17.0282515782336000 2014-05-01 16.8256040933460000 2014-06-01 16.2015871773325000 2014-07-01 16.4968979876365000 2014-08-01 16.5061636470023000 2014-09-01 16.4474238163788000 2014-10-01 16.9887592367176980 2014-11-01 16.9195696754772980 2014-12-01 16.8228842648381000 2015-01-01 17.2100815706152000 2015-02-01 16.1161925677090000 2015-03-01 17.0306578931069980 2015-04-01 16.7987508339663000 2015-05-01 16.9571305115272000 2015-06-01 16.5771440946747000 2015-07-01 16.4991737530981980 2015-08-01 16.2731244092435000 2015-09-01 17.2231775338039000 2015-10-01 17.8825276417550000 2015-11-01 17.5724332534525980 2015-12-01 17.4577096944976000 2016-01-01 17.0878420747108000 2016-02-01 17.5123826699375000 2016-03-01 17.3703530018660000 2016-04-01 17.2822268069779030 2016-05-01 17.4071205307578000 2016-06-01 17.6124237023375000 2016-07-01 17.4719046633527000 2016-08-01 17.5308814667661000 2016-09-01 17.9786200597246970 2016-10-01 18.0828723282512000 2016-11-01 17.9550385865280000 2016-12-01 17.9859763419056970 2017-01-01 17.7867673836084000 2017-02-01 16.7334154625117000 2017-03-01 17.6389006760870000 2017-04-01 17.8715814427883000 2017-05-01 17.7908690489568000 2017-06-01 19.2823275867277000 2017-07-01 17.2699615323858000 2017-08-01 17.1550846913025000 2017-09-01 17.5538389535217000 2017-10-01 16.3982008732773000 2017-11-01 16.3722665167121020 2017-12-01 16.4867654750045000 2018-01-01 17.0675125464202000 2018-02-01 16.9266966532108000 2018-03-01 16.8808336942300020 2018-04-01 16.5741114061454020 2018-05-01 16.3855921083933000 2018-06-01 16.6933931815907000 2018-07-01 17.1890576716736020 2018-08-01 16.4783084929973000 2018-09-01 16.4629937668895000 2018-10-01 16.2550806819739000 2018-11-01 16.3255671338599980 2018-12-01 15.8761021659208020 2019-01-01 15.2573327026085000 2019-02-01 15.9655858505393000 2019-03-01 15.9569427903772000 2019-04-01 15.7680445998030000 2019-05-01 15.6913983339800000 2019-06-01 15.5851607040121980 2019-07-01 15.2440546072305980 2019-08-01 15.5546032208839020 2019-09-01 15.8116756802323000 2019-10-01 15.9033799284561980 2019-11-01 15.6709963807998010 2019-12-01 15.5734983759859990 2020-01-01 14.6452088380743000 2020-02-01 15.4571448948566990 2020-03-01 15.2717195042778990 2020-04-01 14.9544925439195000 2020-05-01 14.7733250766133000 2020-06-01 14.1804371279043000 2020-07-01 13.9815058447834000 2020-08-01 13.5936673207854020 2020-09-01 12.9562915692816000 2020-10-01 13.5517767742611000 2020-11-01 13.4170092267694000 2020-12-01 13.6886255381492000 2021-01-01 13.2592335954034990 2021-02-01 13.1573688167319020 2021-03-01 13.1834126887139000 2021-04-01 13.2238301870921000 2021-05-01 13.3402049731431980 2021-06-01 13.6942635877759000 2021-07-01 14.1004454485476990 2021-08-01 13.7509455592276000 2021-09-01 12.7992881431588010 2021-10-01 13.2883054666841000 2021-11-01 13.2528891531147010 2021-12-01 13.3093866787836980 2022-01-01 13.5077616153760010 2022-02-01 13.1606680141723020 2022-03-01 13.0832068841522010 2022-04-01 13.2672419516602000 2022-05-01 13.1818601994880020 2022-06-01 13.4309236853242000 2022-07-01 14.0336506064311980 2022-08-01 13.4136579289120000 2022-09-01 13.1280735776845000 2022-10-01 13.1379918649571000 2022-11-01 13.1988881600865000 2022-12-01 13.0584237208030000 2023-01-01 13.3628998967042000 2023-02-01 13.2288088824845000 2023-03-01 13.0337218729952000 2023-04-01 13.0876512857325000 2023-05-01 13.1182306951180010 2023-06-01 13.0932298993021980 2023-07-01 13.3067705156966000 2023-08-01 13.1261927343981010 2023-09-01 13.0486066745636990 2023-10-01 12.8728803095751000 2023-11-01 12.8197514241746000 2023-12-01 12.7154152773433020 2024-01-01 12.7454876449032000 2024-02-01 12.6580688811445000 2024-03-01 12.8488885005405000