Title: All Employees: Mining, Logging, and Construction in Lawrence-Methuen Town-Salem, MA-NH (NECTA Division) Series ID: SMU25742041500000001SA 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 2019-09-01 Last Updated: 2019-10-18 3:55 PM CDT Notes: The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodel' 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 'statsmodel' 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/srd/www/x13as/). Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. In some cases, the NSA data will be updated but the SA data will not be updated. The reason is usually that the data series has not accumulated enough new seasonal factors to trigger an adjustment.The NSA series can be located here (https://fred.stlouisfed.org/series/SMU25742041500000001) The FRED team is currently working on a new procedure to replace SA data that has not yet be updated with NSA data that has been updated. 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 3.3173522446037400 1990-02-01 3.3211339943965500 1990-03-01 3.5271302744361095 1990-04-01 3.1875195088249200 1990-05-01 3.1511723612916500 1990-06-01 3.0121616506037500 1990-07-01 2.8386887879282896 1990-08-01 2.8195093444324000 1990-09-01 2.7984764191447700 1990-10-01 2.6505212099543702 1990-11-01 2.5923688909467300 1990-12-01 2.5328009404400800 1991-01-01 2.3682162158704800 1991-02-01 2.3323865732358100 1991-03-01 2.3095723784380300 1991-04-01 2.2284032589596000 1991-05-01 2.2639789701702400 1991-06-01 2.1656465281173900 1991-07-01 2.1057660802626700 1991-08-01 2.1866671137940100 1991-09-01 2.0778117321525000 1991-10-01 2.1082385278125500 1991-11-01 2.1336161436774900 1991-12-01 2.1472486775012403 1992-01-01 1.8847358613410101 1992-02-01 1.7113255276242803 1992-03-01 1.8148240987799498 1992-04-01 1.9026325775271800 1992-05-01 1.8751473517263701 1992-06-01 1.9753124686658400 1992-07-01 2.0123564395980598 1992-08-01 1.9222829767673302 1992-09-01 2.0902088660119200 1992-10-01 2.0231027575403700 1992-11-01 1.8595778049629700 1992-12-01 1.9564888779851601 1993-01-01 1.9893084718576800 1993-02-01 1.9378983619542500 1993-03-01 1.9185527981804600 1993-04-01 1.7893251296171000 1993-05-01 1.8802040320742000 1993-06-01 1.8757709781912200 1993-07-01 2.0124397959398700 1993-08-01 2.0364233931039800 1993-09-01 2.0113304669348100 1993-10-01 2.0300316553617800 1993-11-01 2.0564292344076800 1993-12-01 2.0639900216723700 1994-01-01 1.9685723280697098 1994-02-01 2.0290683330820500 1994-03-01 2.0053311739501400 1994-04-01 2.0984255852548300 1994-05-01 2.1855839705684800 1994-06-01 2.1517355677295600 1994-07-01 2.1105704434289096 1994-08-01 2.1504420769518700 1994-09-01 2.2151239972866800 1994-10-01 2.1312143730106397 1994-11-01 2.1653469799374100 1994-12-01 2.1679901605506298 1995-01-01 2.2948644051061002 1995-02-01 2.2254917015795400 1995-03-01 2.3178319566567596 1995-04-01 2.3008418707959500 1995-05-01 2.1883966585108900 1995-06-01 2.2374047695287300 1995-07-01 2.0341610302904700 1995-08-01 2.1734052505237402 1995-09-01 2.1397838793618100 1995-10-01 2.2366405299645202 1995-11-01 2.2823012636491600 1995-12-01 2.2750533386889900 1996-01-01 2.1541352127824300 1996-02-01 2.1847353795469298 1996-03-01 2.1556449227541500 1996-04-01 2.0829055568848100 1996-05-01 2.1960087565590100 1996-06-01 2.0459627185390600 1996-07-01 2.1449767305250900 1996-08-01 2.0931359046488000 1996-09-01 2.1658821919727300 1996-10-01 2.1520933173730903 1996-11-01 2.1094275521296400 1996-12-01 2.0810986283015900 1997-01-01 2.1325168080901205 1997-02-01 2.1502576454851100 1997-03-01 2.2308678701629900 1997-04-01 2.0772943630011897 1997-05-01 2.1000133500317903 1997-06-01 2.1386338102426200 1997-07-01 2.0612808013998700 1997-08-01 2.1051614891766297 1997-09-01 2.0898609296719700 1997-10-01 2.0658605675748403 1997-11-01 2.0277602283580700 1997-12-01 2.0898292798529300 1998-01-01 2.1144081240601000 1998-02-01 2.1250112948545300 1998-03-01 2.0889715762060200 1998-04-01 2.1767440136411498 1998-05-01 2.1030331303085403 1998-06-01 2.1426327195880100 1998-07-01 2.1621802157248102 1998-08-01 2.2013990070466600 1998-09-01 2.2013565362640604 1998-10-01 2.2619011155101000 1998-11-01 2.3238800336309500 1998-12-01 2.3914144105891700 1999-01-01 2.4422353100881400 1999-02-01 2.4452915234592500 1999-03-01 2.5136671042285097 1999-04-01 2.4835657436948400 1999-05-01 2.3943276717838304 1999-06-01 2.4298143063551296 1999-07-01 2.5442769001805097 1999-08-01 2.3869012991036300 1999-09-01 2.3993400421576200 1999-10-01 2.4640521295122300 1999-11-01 2.4208438519381700 1999-12-01 2.3912452442786400 2000-01-01 2.5508920861539300 2000-02-01 2.4433891352061097 2000-03-01 2.5103286852122500 2000-04-01 2.4817113584147004 2000-05-01 2.5851196449426600 2000-06-01 2.4384206458375700 2000-07-01 2.6405922991496400 2000-08-01 2.6620309906084500 2000-09-01 2.6908733185009996 2000-10-01 2.6588285496920900 2000-11-01 2.7023604551807900 2000-12-01 2.6832466055734900 2001-01-01 2.6672672459904100 2001-02-01 2.7857323557660700 2001-03-01 2.7453924310877995 2001-04-01 2.6937414957246300 2001-05-01 2.6688554859523300 2001-06-01 2.6410685447658500 2001-07-01 2.5445256097830202 2001-08-01 2.5546293433901700 2001-09-01 2.4924385570296500 2001-10-01 2.4701617855091897 2001-11-01 2.4957131752139197 2001-12-01 2.4738846671437100 2002-01-01 2.4500080250975698 2002-02-01 2.4641829854004400 2002-03-01 2.4396154460577500 2002-04-01 2.5968574840528800 2002-05-01 2.4650013677569700 2002-06-01 2.4683650661981600 2002-07-01 2.4492580231962995 2002-08-01 2.4475186064938400 2002-09-01 2.4840021784336100 2002-10-01 2.4627656221096497 2002-11-01 2.4790046741698100 2002-12-01 2.5555378395277700 2003-01-01 2.6792889996158396 2003-02-01 2.5964726159293700 2003-03-01 2.5809976643991100 2003-04-01 2.5931613147552404 2003-05-01 2.6630863350251200 2003-06-01 2.6818047483064100 2003-07-01 2.7293300819476096 2003-08-01 2.7252535572906600 2003-09-01 2.6637518705770400 2003-10-01 2.6422498792422900 2003-11-01 2.5560205900185600 2003-12-01 2.5353262867962500 2004-01-01 2.5670037740268800 2004-02-01 2.5027939645366697 2004-03-01 2.6010600601451097 2004-04-01 2.6913670228968902 2004-05-01 2.7751687696906800 2004-06-01 2.8119093252947100 2004-07-01 2.8164369894191896 2004-08-01 2.9122026870305096 2004-09-01 2.9359346003679705 2004-10-01 3.0009195000446405 2004-11-01 3.1039640207037500 2004-12-01 3.1030680625515800 2005-01-01 3.1297804143463500 2005-02-01 3.0910159266590000 2005-03-01 2.9509518372195696 2005-04-01 3.0975893820101694 2005-05-01 3.0818197045580600 2005-06-01 3.1408924634896700 2005-07-01 3.1886026595320700 2005-08-01 3.2010907670459700 2005-09-01 3.2031163657663700 2005-10-01 3.2624397651009103 2005-11-01 3.2756766215774400 2005-12-01 3.2878083218297003 2006-01-01 3.1324967738863903 2006-02-01 3.1044659842352904 2006-03-01 3.1804839841566300 2006-04-01 3.2989168683509504 2006-05-01 3.1939492470588897 2006-06-01 3.1641666303881300 2006-07-01 3.1902611290326397 2006-08-01 3.1062185088998904 2006-09-01 3.1835333922334700 2006-10-01 3.1562619489306700 2006-11-01 3.1729651071897000 2006-12-01 3.1997324776160100 2007-01-01 3.3707592287747800 2007-02-01 3.4566781679944403 2007-03-01 3.2953267499837597 2007-04-01 2.8793619434562303 2007-05-01 2.8932554514820600 2007-06-01 2.9632079705525000 2007-07-01 3.0966663717074100 2007-08-01 3.1128532108713100 2007-09-01 3.0775144340799905 2007-10-01 3.0555126108865900 2007-11-01 3.0881019544666700 2007-12-01 3.1294011020845100 2008-01-01 3.0297758109447597 2008-02-01 3.1114458983609903 2008-03-01 3.0731901398307095 2008-04-01 2.9741547544794704 2008-05-01 2.9841889046240700 2008-06-01 2.8438051418165000 2008-07-01 2.8148857218553003 2008-08-01 2.7336214610812597 2008-09-01 2.7011039182491100 2008-10-01 2.6883798687794000 2008-11-01 2.5400117712613200 2008-12-01 2.4796479956143000 2009-01-01 2.3529502529086800 2009-02-01 2.1870243236901600 2009-03-01 2.1608226865877302 2009-04-01 2.1425607497198200 2009-05-01 2.0756462418043300 2009-06-01 2.1318185871194700 2009-07-01 2.0647593117070900 2009-08-01 2.1710878580922100 2009-09-01 2.1497201334320000 2009-10-01 2.0457619182893000 2009-11-01 2.0894045134907600 2009-12-01 2.0133610659722700 2010-01-01 1.9986208007503600 2010-02-01 2.0683626916246100 2010-03-01 2.0386132415037097 2010-04-01 2.0301421457248100 2010-05-01 2.0663694926973100 2010-06-01 2.1104466622318400 2010-07-01 2.0664787777178297 2010-08-01 1.9799390518917400 2010-09-01 1.9687920058367898 2010-10-01 2.0624550536852397 2010-11-01 2.0165073554252600 2010-12-01 2.0373373973309197 2011-01-01 2.0895246897992700 2011-02-01 2.0598516938868303 2011-03-01 2.0232976932883300 2011-04-01 2.1231628702510300 2011-05-01 2.1576632814730200 2011-06-01 2.0967634388785900 2011-07-01 2.0628089763158997 2011-08-01 2.0752267486597600 2011-09-01 2.0754491517534700 2011-10-01 2.0748969084155500 2011-11-01 2.1446267339215903 2011-12-01 2.0498717393104497 2012-01-01 2.0607404607887400 2012-02-01 2.0487492117963400 2012-03-01 2.1174107230701296 2012-04-01 2.1200347278031297 2012-05-01 2.0588998928555900 2012-06-01 2.0966825598236300 2012-07-01 2.0602967418043203 2012-08-01 2.0694317842656900 2012-09-01 2.0897176905796497 2012-10-01 2.0875016022823600 2012-11-01 2.0678407332176203 2012-12-01 2.1496554993806800 2013-01-01 2.2592247511605900 2013-02-01 2.2681534469948996 2013-03-01 2.3196097428253700 2013-04-01 2.2225358621553500 2013-05-01 2.2580006717641700 2013-06-01 2.1920461169009900 2013-07-01 2.2461440239448100 2013-08-01 2.2575916217667595 2013-09-01 2.2976697910762800 2013-10-01 2.1828208613207000 2013-11-01 2.1807171699453500 2013-12-01 2.2398768491557597 2014-01-01 2.2496248942679300 2014-02-01 2.2616852948081400 2014-03-01 2.1994657990801000 2014-04-01 2.2259334669551000 2014-05-01 2.2639815296582100 2014-06-01 2.2881935717861700 2014-07-01 2.3413765985593200 2014-08-01 2.3502374004180897 2014-09-01 2.3062123038581500 2014-10-01 2.3753750835560097 2014-11-01 2.2811242722183502 2014-12-01 2.3255191219359800 2015-01-01 2.3640977159092404 2015-02-01 2.3676509851203797 2015-03-01 2.4152384669528000 2015-04-01 2.4359151496694400 2015-05-01 2.4642886214399700 2015-06-01 2.3733824267483500 2015-07-01 2.7183714966050500 2015-08-01 2.7347206546744300 2015-09-01 2.6996709310557203 2015-10-01 2.8459459511917102 2015-11-01 2.9734366332625000 2015-12-01 3.0233182562848904 2016-01-01 2.8033547045933700 2016-02-01 2.9188700821501600 2016-03-01 2.8509643037484300 2016-04-01 3.2556657587731004 2016-05-01 3.2558951343618400 2016-06-01 3.0314090966232206 2016-07-01 2.9063547144053703 2016-08-01 2.8361176658097700 2016-09-01 2.8986539305520900 2016-10-01 2.9444278590535404 2016-11-01 2.9614658014717200 2016-12-01 2.9171322183421100 2017-01-01 2.9245372471658500 2017-02-01 3.0236675282648900 2017-03-01 2.9521695133517700 2017-04-01 3.1578815451240896 2017-05-01 3.1568219095181600 2017-06-01 3.2128739119539302 2017-07-01 3.2839240520188200 2017-08-01 3.3215346946840500 2017-09-01 3.3812072192681600 2017-10-01 3.3293853327694602 2017-11-01 3.3492165696895200 2017-12-01 3.4269224517753400 2018-01-01 3.3628738277662404 2018-02-01 3.4554611238928596 2018-03-01 3.4888886790504600 2018-04-01 3.3644304119229500 2018-05-01 3.4534477794790500 2018-06-01 3.5051213986379803 2018-07-01 3.3733336314850404 2018-08-01 3.4195288084295500 2018-09-01 3.4693574163179397 2018-10-01 3.4361077686194500 2018-11-01 3.4478414354060700 2018-12-01 3.4301698217061203 2019-01-01 3.5824612744851500 2019-02-01 3.5528819397920800 2019-03-01 3.5909314027815498 2019-04-01 3.4720190596643700 2019-05-01 3.4516767023209400 2019-06-01 3.4168770151239705 2019-07-01 3.5581687070097500 2019-08-01 3.5143446171315302 2019-09-01 3.4617473915486000