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: Government: State Government Educational Services in Puerto Rico Series ID: SMU72000009092161101SA 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 2024-04-01 Last Updated: 2024-05-18 4:26 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/SMU72000009092161101). 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 83.148867838185500 1990-02-01 83.244721178252090 1990-03-01 83.588917551070900 1990-04-01 83.756603862602090 1990-05-01 83.903846301741510 1990-06-01 84.230202439543090 1990-07-01 84.196268461334800 1990-08-01 84.367742507276000 1990-09-01 84.157479640646200 1990-10-01 84.090575740217900 1990-11-01 84.229077637298800 1990-12-01 84.464847581020410 1991-01-01 84.463380233081790 1991-02-01 84.644053725902800 1991-03-01 84.632506314006700 1991-04-01 84.779069383509710 1991-05-01 84.900611491644800 1991-06-01 84.926850921307090 1991-07-01 84.976415491343700 1991-08-01 82.504495019155800 1991-09-01 85.626017745544910 1991-10-01 86.558811652730000 1991-11-01 86.304621369747080 1991-12-01 86.262388950285580 1992-01-01 86.692446310279900 1992-02-01 86.965124616414580 1992-03-01 87.370185933068700 1992-04-01 87.515151139261390 1992-05-01 87.616220779319100 1992-06-01 87.519627309869590 1992-07-01 86.580058114354400 1992-08-01 83.030405487477900 1992-09-01 88.143212507895510 1992-10-01 88.714035558898500 1992-11-01 88.645354842356800 1992-12-01 88.608473300336580 1993-01-01 88.426448085490490 1993-02-01 88.282665677268010 1993-03-01 87.897065295055010 1993-04-01 88.023519273553290 1993-05-01 88.177781309179890 1993-06-01 88.311106840109900 1993-07-01 88.349272269605010 1993-08-01 88.517796436776410 1993-09-01 83.263408421795600 1993-10-01 86.430649972441710 1993-11-01 87.505548183474720 1993-12-01 88.267777881009790 1994-01-01 88.368328541880910 1994-02-01 88.709015168730300 1994-03-01 89.117946828869000 1994-04-01 89.262198097059100 1994-05-01 89.649620800352100 1994-06-01 89.763865521238710 1994-07-01 90.057591984292600 1994-08-01 90.480695593897600 1994-09-01 90.377334622397290 1994-10-01 90.040722425154580 1994-11-01 88.912662162330590 1994-12-01 89.000199988704500 1995-01-01 89.314064505840700 1995-02-01 89.263688984469080 1995-03-01 89.409401140385100 1995-04-01 89.498980215984700 1995-05-01 89.571775568706090 1995-06-01 90.065065346569200 1995-07-01 91.137278402341100 1995-08-01 92.035041029153700 1995-09-01 84.973545320745590 1995-10-01 86.575894605691300 1995-11-01 88.277146537964900 1995-12-01 88.891964573101290 1996-01-01 89.291773509697490 1996-02-01 89.569617167407800 1996-03-01 90.080967134961000 1996-04-01 90.471833252227600 1996-05-01 90.266769597880100 1996-06-01 91.382520889106600 1996-07-01 91.084620864147210 1996-08-01 91.366584273428290 1996-09-01 91.501537819090000 1996-10-01 91.698084811713600 1996-11-01 91.299491747875590 1996-12-01 91.111040240011100 1997-01-01 91.046216249645100 1997-02-01 91.022208965774280 1997-03-01 90.675344030467910 1997-04-01 90.460054158962210 1997-05-01 90.021439978768780 1997-06-01 89.679287333182700 1997-07-01 89.541770881916010 1997-08-01 89.123064863999800 1997-09-01 89.438353941620010 1997-10-01 89.534322707204910 1997-11-01 89.486921361972010 1997-12-01 89.152091212926100 1998-01-01 89.158552456986200 1998-02-01 89.392025003245300 1998-03-01 89.362734187932490 1998-04-01 89.520260361424010 1998-05-01 88.994223318756800 1998-06-01 88.845299303115600 1998-07-01 88.985649848920500 1998-08-01 89.078597746470580 1998-09-01 89.211326196497600 1998-10-01 87.645657724669920 1998-11-01 89.070268252806000 1998-12-01 89.213119229048000 1999-01-01 88.946207469179000 1999-02-01 88.637912847784290 1999-03-01 88.528790221898800 1999-04-01 88.204211010446580 1999-05-01 88.635271417159400 1999-06-01 88.521007534148100 1999-07-01 88.109397645021590 1999-08-01 86.812754260001600 1999-09-01 87.466251987368700 1999-10-01 85.960628601681400 1999-11-01 87.222238540052520 1999-12-01 87.252555751510200 2000-01-01 86.819130568772510 2000-02-01 86.468116151557600 2000-03-01 86.281627747315300 2000-04-01 86.078458823606080 2000-05-01 86.540030896864300 2000-06-01 86.569273252317300 2000-07-01 86.135893534520100 2000-08-01 89.290500870763210 2000-09-01 85.754541410253900 2000-10-01 84.196953082278200 2000-11-01 85.226975967724910 2000-12-01 85.243267022002100 2001-01-01 86.831182267253600 2001-02-01 87.292286234365400 2001-03-01 88.267943322289090 2001-04-01 88.067396222786780 2001-05-01 87.536477666759500 2001-06-01 87.735213532675000 2001-07-01 88.244577980273090 2001-08-01 86.645952325776200 2001-09-01 88.212148298942000 2001-10-01 88.630186322883090 2001-11-01 89.085391454217590 2001-12-01 88.731692482658900 2002-01-01 88.816586300390500 2002-02-01 88.946266549882000 2002-03-01 89.264894892634200 2002-04-01 89.350391460545500 2002-05-01 89.670815155048200 2002-06-01 89.787823246909410 2002-07-01 90.170720112323600 2002-08-01 90.889945205811900 2002-09-01 90.795539073495010 2002-10-01 91.200171957338090 2002-11-01 91.223947095161100 2002-12-01 93.361377500352400 2003-01-01 94.587303926883300 2003-02-01 94.359799897418280 2003-03-01 94.632815195468410 2003-04-01 94.846744655816800 2003-05-01 95.023250048522410 2003-06-01 95.059412208362000 2003-07-01 95.208956344609090 2003-08-01 94.981236457746790 2003-09-01 95.186131539976290 2003-10-01 95.202344374128000 2003-11-01 94.538058502640910 2003-12-01 97.505377283200200 2004-01-01 94.301830227794500 2004-02-01 94.330629380378210 2004-03-01 94.486431198328590 2004-04-01 94.598811564640410 2004-05-01 95.030771110647410 2004-06-01 95.382031759825210 2004-07-01 95.096033524306690 2004-08-01 95.708795536463090 2004-09-01 95.850791027521310 2004-10-01 96.030012301771000 2004-11-01 95.983687470714090 2004-12-01 97.667107758672000 2005-01-01 95.951323552780500 2005-02-01 95.621007017629900 2005-03-01 95.911764972699200 2005-04-01 96.235877333420600 2005-05-01 96.237011878849600 2005-06-01 95.958450960148300 2005-07-01 96.346741071587290 2005-08-01 95.733587266453100 2005-09-01 95.955812130765310 2005-10-01 95.803532377594900 2005-11-01 97.416945094551510 2005-12-01 95.143890115794690 2006-01-01 94.822364352614290 2006-02-01 94.610286387504100 2006-03-01 94.584344920693300 2006-04-01 94.404528762795510 2006-05-01 94.307495832541010 2006-06-01 94.474398665372500 2006-07-01 95.814282271942190 2006-08-01 95.236915493854700 2006-09-01 94.860282587525900 2006-10-01 94.471957193431790 2006-11-01 96.423142697884200 2006-12-01 93.360510079046900 2007-01-01 93.793156063434300 2007-02-01 93.367150576653400 2007-03-01 93.251595172315100 2007-04-01 93.069304412818580 2007-05-01 93.116314124749690 2007-06-01 93.089738958190100 2007-07-01 92.646480985210200 2007-08-01 91.724768879522910 2007-09-01 91.685400122582210 2007-10-01 91.371949195787900 2007-11-01 91.473948126741600 2007-12-01 94.144130447488590 2008-01-01 91.236846712645590 2008-02-01 91.443213713088500 2008-03-01 91.197515363927100 2008-04-01 91.098617826424500 2008-05-01 91.131056153571900 2008-06-01 91.141086135358400 2008-07-01 91.713207678367200 2008-08-01 91.415246924335290 2008-09-01 92.075975395999790 2008-10-01 92.629810208988800 2008-11-01 95.137717431535590 2008-12-01 98.150702217380300 2009-01-01 95.162110876446490 2009-02-01 95.274440370494290 2009-03-01 95.637894646862290 2009-04-01 94.312618836104100 2009-05-01 96.908097405966700 2009-06-01 97.538550365425700 2009-07-01 85.325099665017700 2009-08-01 87.206570750747200 2009-09-01 86.684400048660080 2009-10-01 86.709005240030990 2009-11-01 85.179458669708800 2009-12-01 85.027875489582600 2010-01-01 85.926833933384500 2010-02-01 82.310195893091000 2010-03-01 82.716215887689700 2010-04-01 81.654484608753900 2010-05-01 80.220072593318700 2010-06-01 80.466438868220510 2010-07-01 79.066769251350300 2010-08-01 78.713420990292700 2010-09-01 78.081607543536310 2010-10-01 77.825642438971700 2010-11-01 77.641626915042800 2010-12-01 77.873864330240600 2011-01-01 77.934087631613900 2011-02-01 79.395523288361700 2011-03-01 79.514704712787900 2011-04-01 79.845588745351100 2011-05-01 80.121772940223510 2011-06-01 79.116544805474700 2011-07-01 80.266245417095400 2011-08-01 78.708614978189200 2011-09-01 78.739752697921490 2011-10-01 79.595839597775500 2011-11-01 80.314992903318300 2011-12-01 79.607583008514000 2012-01-01 80.011063810614400 2012-02-01 79.141823534080500 2012-03-01 78.926789829025710 2012-04-01 79.536792296921300 2012-05-01 79.229363312505500 2012-06-01 80.871333975126900 2012-07-01 79.658075792704900 2012-08-01 78.100883872862300 2012-09-01 80.312237807756800 2012-10-01 79.657198492610700 2012-11-01 81.016445546663400 2012-12-01 79.507125684786910 2013-01-01 78.565367022198000 2013-02-01 78.121604764529900 2013-03-01 77.935553853355000 2013-04-01 77.501920962676300 2013-05-01 78.131083610494910 2013-06-01 74.448030715848700 2013-07-01 73.416901032995300 2013-08-01 77.622026960581100 2013-09-01 76.579564479762200 2013-10-01 75.456683913660400 2013-11-01 74.821058163882500 2013-12-01 74.546829560208510 2014-01-01 74.436475401317800 2014-02-01 74.252747973029400 2014-03-01 74.008061575389500 2014-04-01 73.876620555365400 2014-05-01 73.122745882852200 2014-06-01 70.992429001585000 2014-07-01 70.692973327450500 2014-08-01 72.024221059345700 2014-09-01 72.101043597691500 2014-10-01 72.384400489110700 2014-11-01 72.736684593459400 2014-12-01 72.797026823510200 2015-01-01 72.562380774185500 2015-02-01 73.135351072889990 2015-03-01 73.064661427672200 2015-04-01 72.623798329463000 2015-05-01 70.810826209847700 2015-06-01 70.438513956883200 2015-07-01 70.955678752169900 2015-08-01 71.604755486700910 2015-09-01 71.661189977712300 2015-10-01 71.410288273886600 2015-11-01 70.200159771541100 2015-12-01 69.832719833198500 2016-01-01 69.647211377044100 2016-02-01 69.174824829786300 2016-03-01 68.882988711505600 2016-04-01 68.134304692358600 2016-05-01 68.866914727488700 2016-06-01 68.580742356057500 2016-07-01 69.357683849282890 2016-08-01 68.697150298597490 2016-09-01 68.600008600317300 2016-10-01 69.010207227229100 2016-11-01 67.902231914946200 2016-12-01 67.066300469932000 2017-01-01 66.930717940894200 2017-02-01 66.502727949357010 2017-03-01 66.304378666188000 2017-04-01 66.453944187565100 2017-05-01 66.280317342050110 2017-06-01 66.010568734849300 2017-07-01 65.333766756987600 2017-08-01 65.344657228482400 2017-09-01 64.812154758788900 2017-10-01 64.537388759295500 2017-11-01 63.995083202946600 2017-12-01 64.315155921896100 2018-01-01 63.622857131149395 2018-02-01 63.146647966897600 2018-03-01 62.851804968653300 2018-04-01 62.635633451595900 2018-05-01 62.604717057811605 2018-06-01 63.736307441682605 2018-07-01 62.061177164248600 2018-08-01 61.582116499837290 2018-09-01 61.362087548600904 2018-10-01 60.850953792755796 2018-11-01 60.745989978753800 2018-12-01 60.310729851903890 2019-01-01 59.845604740222800 2019-02-01 59.458273211345210 2019-03-01 59.332434755150096 2019-04-01 59.335869828474600 2019-05-01 60.062878483684500 2019-06-01 60.695938578581110 2019-07-01 60.742625986669800 2019-08-01 59.389196468016200 2019-09-01 59.277822000868504 2019-10-01 58.966804742167100 2019-11-01 58.603408987852404 2019-12-01 57.848499805532704 2020-01-01 57.347922698086900 2020-02-01 56.867643919996100 2020-03-01 56.195397092780800 2020-04-01 55.830319683671100 2020-05-01 54.105116825309200 2020-06-01 53.884824640948000 2020-07-01 53.262091407721606 2020-08-01 53.575242210197710 2020-09-01 53.361644997706300 2020-10-01 53.272184663548900 2020-11-01 55.971740450459000 2020-12-01 54.959853625261100 2021-01-01 55.373689028967895 2021-02-01 55.483199895301300 2021-03-01 55.379354831186400 2021-04-01 55.686745365384700 2021-05-01 54.995541412598705 2021-06-01 58.926654772017500 2021-07-01 59.656957564205900 2021-08-01 58.117981086885800 2021-09-01 57.609780592705300 2021-10-01 57.333567040108996 2021-11-01 57.337400824847705 2021-12-01 57.034246839899800 2022-01-01 56.630709785827900 2022-02-01 56.946335652803604 2022-03-01 57.592708163759400 2022-04-01 56.894512613883100 2022-05-01 57.694523230773300 2022-06-01 57.864006957417494 2022-07-01 56.654661675443110 2022-08-01 59.980015464481000 2022-09-01 59.772734055947700 2022-10-01 59.341908103513100 2022-11-01 59.594728311177995 2022-12-01 59.671506573795300 2023-01-01 59.936253394958705 2023-02-01 59.756500911474800 2023-03-01 59.803616749790200 2023-04-01 59.941568119523400 2023-05-01 59.860203119258790 2023-06-01 55.901241907961800 2023-07-01 57.770130540638400 2023-08-01 60.369061139119300 2023-09-01 61.053415860784400 2023-10-01 60.634383608229000 2023-11-01 60.088211361642200 2023-12-01 60.032370115367800 2024-01-01 60.130720534071890 2024-02-01 60.179553150635606 2024-03-01 60.019417632652704 2024-04-01 60.220065904254290