Title: All Employees: Professional and Business Services in Lawrence-Methuen Town-Salem, MA-NH (NECTA Division) Series ID: SMU25742046000000001SA 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 2021-02-01 Last Updated: 2021-03-26 8:24 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. 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/SMU25742046000000001). 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 5.9072917718799610 1990-02-01 5.9496171821863800 1990-03-01 5.9006285171950400 1990-04-01 5.8846310416091300 1990-05-01 5.8664447431895990 1990-06-01 5.8911288439853300 1990-07-01 5.7310121307630990 1990-08-01 5.6314318893645090 1990-09-01 5.7061794286819600 1990-10-01 5.6851908595302500 1990-11-01 5.5908513301504000 1990-12-01 5.5482677874841500 1991-01-01 5.6166670107506500 1991-02-01 5.4616245509804710 1991-03-01 5.5013046598264690 1991-04-01 5.4763590635045710 1991-05-01 5.4502227743651700 1991-06-01 5.4834867832989405 1991-07-01 5.5347861538186390 1991-08-01 5.6454096013154900 1991-09-01 5.7109465698287200 1991-10-01 5.2828327988738800 1991-11-01 5.3815398943807610 1991-12-01 5.2488330016175500 1992-01-01 5.7300164463815000 1992-02-01 5.6790512638111510 1992-03-01 5.6013896139379000 1992-04-01 5.5602035855313390 1992-05-01 5.5258703860740190 1992-06-01 5.4751571878084600 1992-07-01 5.6333119353109410 1992-08-01 5.7569900849251800 1992-09-01 5.7232639165979300 1992-10-01 5.6923817813722800 1992-11-01 5.7709791521331300 1992-12-01 5.7577799541520704 1993-01-01 5.6445151674784410 1993-02-01 5.6889776277881800 1993-03-01 5.5054060263180010 1993-04-01 5.7351890276270700 1993-05-01 6.0915460574594600 1993-06-01 5.8648877384008300 1993-07-01 5.8341231862679100 1993-08-01 5.7777158732858000 1993-09-01 5.8279689755522100 1993-10-01 6.0039353852764200 1993-11-01 5.9599247261609800 1993-12-01 5.9710454071300300 1994-01-01 5.9642153869888090 1994-02-01 5.9061441036604810 1994-03-01 6.0094507408609810 1994-04-01 6.3086556734592400 1994-05-01 6.1589624095177900 1994-06-01 6.1375734646854400 1994-07-01 6.1285668133492900 1994-08-01 6.2036107413388000 1994-09-01 6.3306409164743400 1994-10-01 6.4099004562016900 1994-11-01 6.5615636129723390 1994-12-01 6.7895179921243605 1995-01-01 6.5815577353833790 1995-02-01 6.6161321640785005 1995-03-01 6.6184728136324695 1995-04-01 6.5892730690892990 1995-05-01 6.5351427659853805 1995-06-01 6.5139094404365300 1995-07-01 6.5204347017088695 1995-08-01 6.5321725492295500 1995-09-01 6.4127194266071700 1995-10-01 6.4030486226841700 1995-11-01 6.5550193993914490 1995-12-01 6.5951665908258300 1996-01-01 6.9077231168682800 1996-02-01 7.1413520849900305 1996-03-01 7.1443562687257005 1996-04-01 7.3765277418973700 1996-05-01 7.5294899944758200 1996-06-01 7.5974361205729610 1996-07-01 7.3997788560921590 1996-08-01 7.7419958461569300 1996-09-01 7.8891223744870900 1996-10-01 7.8883554562935805 1996-11-01 7.8398475369707690 1996-12-01 7.8782933169979600 1997-01-01 7.9390345288264300 1997-02-01 7.8692859296069300 1997-03-01 7.9979654560570510 1997-04-01 7.8785315719265100 1997-05-01 7.8412112489483095 1997-06-01 7.8958283136866500 1997-07-01 7.4751528880324690 1997-08-01 7.9356149437982410 1997-09-01 7.6491497884409590 1997-10-01 7.4630344813139810 1997-11-01 7.6054640558955000 1997-12-01 7.7357779884205400 1998-01-01 8.1772716411789500 1998-02-01 8.1178605297166100 1998-03-01 8.1675850542598400 1998-04-01 8.0934587302659900 1998-05-01 8.1652444223800310 1998-06-01 8.1962081555023000 1998-07-01 8.3500426616624400 1998-08-01 8.3132262802717400 1998-09-01 8.4193838071803800 1998-10-01 8.4308691304940400 1998-11-01 8.4572496655962400 1998-12-01 8.3809758145247100 1999-01-01 8.3050156194164300 1999-02-01 8.3733841093451800 1999-03-01 8.4509514695053400 1999-04-01 8.7236253674045300 1999-05-01 8.7856499306898500 1999-06-01 8.7932661057925900 1999-07-01 8.9346195958957110 1999-08-01 8.9868298712492300 1999-09-01 9.0954895695441510 1999-10-01 9.3920225482983700 1999-11-01 9.2997935210676400 1999-12-01 9.4223827769157790 2000-01-01 9.1333191844718210 2000-02-01 9.2349666532092200 2000-03-01 9.2324346593463300 2000-04-01 9.3569839273745600 2000-05-01 9.3943637190999300 2000-06-01 9.5907879752456600 2000-07-01 9.6204385806862800 2000-08-01 9.6524655080127600 2000-09-01 9.6911033615767900 2000-10-01 9.5557141714377500 2000-11-01 9.5498059570354810 2000-12-01 9.5717673871150800 2001-01-01 9.6616220874940990 2001-02-01 9.5840002981681900 2001-03-01 9.5000308202004000 2001-04-01 9.0999522659057100 2001-05-01 9.1925252385468700 2001-06-01 9.0710352540360390 2001-07-01 9.1099154543907700 2001-08-01 9.1181293093051700 2001-09-01 8.9895928005051700 2001-10-01 8.9242952210101400 2001-11-01 9.0324126277563300 2001-12-01 8.9457767142431100 2002-01-01 9.0854334984574020 2002-02-01 8.8145062304363600 2002-03-01 8.9388219898249400 2002-04-01 9.0362893861908110 2002-05-01 9.0796224943004600 2002-06-01 9.1542643930498590 2002-07-01 8.8925332055383900 2002-08-01 8.8847585803265000 2002-09-01 8.9040296103705700 2002-10-01 9.0086904398398300 2002-11-01 9.1274704294541400 2002-12-01 8.9445748329558210 2003-01-01 8.8112820036519800 2003-02-01 8.8241333121838500 2003-03-01 8.8517830329471700 2003-04-01 8.8658323637234490 2003-05-01 8.9627556144098000 2003-06-01 8.9202715535971700 2003-07-01 9.0785645848652210 2003-08-01 9.0601121436686100 2003-09-01 9.1238798152865500 2003-10-01 9.2114016252956790 2003-11-01 9.1341242971183210 2003-12-01 9.1616682948417000 2004-01-01 8.9388783533195500 2004-02-01 9.0192317033487690 2004-03-01 9.3409667785915500 2004-04-01 8.8674008106668810 2004-05-01 8.9404924886922700 2004-06-01 9.0004163041553200 2004-07-01 8.9691849846617600 2004-08-01 9.0476892207939290 2004-09-01 9.0566337961869920 2004-10-01 9.0328729186399620 2004-11-01 8.9362091335709390 2004-12-01 8.7779291073405000 2005-01-01 9.2538283680570110 2005-02-01 9.2082869303452400 2005-03-01 9.1083936077982790 2005-04-01 9.2656449124390600 2005-05-01 9.3261107092349400 2005-06-01 9.2666677276549800 2005-07-01 9.4795434820034800 2005-08-01 9.4504523100196320 2005-09-01 9.4910648503275000 2005-10-01 9.5642061164907200 2005-11-01 9.7501251192195800 2005-12-01 9.7000571498545800 2006-01-01 9.7312383946296700 2006-02-01 9.8838958042675300 2006-03-01 9.9665587825488590 2006-04-01 10.0502278372098000 2006-05-01 10.1171365742040000 2006-06-01 10.3573434305519000 2006-07-01 10.2999944389275000 2006-08-01 10.3711867973763020 2006-09-01 10.6345835447236000 2006-10-01 10.1947980195422000 2006-11-01 10.0543112066910000 2006-12-01 10.2100587686164000 2007-01-01 10.1790738356400000 2007-02-01 10.2651416348329000 2007-03-01 10.3242403601690000 2007-04-01 10.3404617284827000 2007-05-01 10.4199993711606000 2007-06-01 10.1426267032355000 2007-07-01 10.1302350304680000 2007-08-01 10.2036769380609000 2007-09-01 10.1835597624843020 2007-10-01 10.2105650354343020 2007-11-01 10.2524226048150990 2007-12-01 10.3160827488186000 2008-01-01 10.3145170228330000 2008-02-01 10.2450406724449010 2008-03-01 10.2889207833448000 2008-04-01 10.1253379174742000 2008-05-01 10.2348288844246000 2008-06-01 10.2557516087023010 2008-07-01 10.0525698881419000 2008-08-01 9.9414724318399500 2008-09-01 10.0241213010041990 2008-10-01 10.0097081326262000 2008-11-01 9.8437334278500300 2008-12-01 9.7036510963467600 2009-01-01 9.6567095482174100 2009-02-01 9.5381926158250000 2009-03-01 9.3602109521339900 2009-04-01 9.3272943361594380 2009-05-01 9.2577077567712890 2009-06-01 9.1680703551809710 2009-07-01 9.1696533936748300 2009-08-01 9.1658831129582410 2009-09-01 9.2408360335543200 2009-10-01 9.3005899274046400 2009-11-01 9.3439399186042210 2009-12-01 9.6065111458792700 2010-01-01 9.7076230101309600 2010-02-01 9.7163338817442200 2010-03-01 9.8521038228363820 2010-04-01 9.9366889853829200 2010-05-01 9.9814313478113680 2010-06-01 10.0883629507350000 2010-07-01 10.1734838285897000 2010-08-01 10.1661377845750990 2010-09-01 10.0308287385988010 2010-10-01 10.7954331109197000 2010-11-01 10.3532169534765990 2010-12-01 10.2207653176603000 2011-01-01 10.3877850453976990 2011-02-01 10.6991487759788000 2011-03-01 10.2481571191661000 2011-04-01 10.6576473151999000 2011-05-01 10.6000798314960000 2011-06-01 10.6836989848360010 2011-07-01 10.8607698635626000 2011-08-01 10.8467584249280000 2011-09-01 11.0191852482383010 2011-10-01 11.3884687318995000 2011-11-01 11.1671318750623010 2011-12-01 11.2600806903709000 2012-01-01 10.8052151177614000 2012-02-01 10.9681146566802000 2012-03-01 11.1440831470971000 2012-04-01 11.1794638830436000 2012-05-01 11.2057150778161000 2012-06-01 11.1700747803901000 2012-07-01 10.2399669828017000 2012-08-01 10.4297885305860000 2012-09-01 10.7011235839934000 2012-10-01 10.5727304172267000 2012-11-01 10.4930888912681990 2012-12-01 10.7893303662777990 2013-01-01 11.0522476207178000 2013-02-01 11.0573348462513010 2013-03-01 10.8368879080963010 2013-04-01 10.6915192976093000 2013-05-01 10.6879080595275000 2013-06-01 10.6410981222210990 2013-07-01 10.5220866664236000 2013-08-01 10.6327853917725990 2013-09-01 10.4886860528846990 2013-10-01 10.2576687329126000 2013-11-01 10.2164217742694010 2013-12-01 10.1168349636782000 2014-01-01 10.3037288366682000 2014-02-01 10.3380475826074000 2014-03-01 10.4310576647306000 2014-04-01 10.4933364298280000 2014-05-01 10.5623820925970000 2014-06-01 10.7166457096580000 2014-07-01 10.8162196847755000 2014-08-01 10.6441835719686000 2014-09-01 10.4765971751890010 2014-10-01 10.6543576351143000 2014-11-01 10.5374892882885990 2014-12-01 10.4265912685936990 2015-01-01 10.2460866251989000 2015-02-01 10.3351401372746000 2015-03-01 10.2214669613281000 2015-04-01 10.0732455754203020 2015-05-01 10.1370466488148000 2015-06-01 10.0994528026537000 2015-07-01 10.1165835779564000 2015-08-01 9.9613205332247300 2015-09-01 9.9821524601625190 2015-10-01 10.0656653600719000 2015-11-01 9.8444495046067110 2015-12-01 9.9327394729420520 2016-01-01 9.7678607428461200 2016-02-01 9.7178107812872700 2016-03-01 9.8172394638272100 2016-04-01 9.9435062556462790 2016-05-01 9.9151954246191200 2016-06-01 9.9017147791887700 2016-07-01 9.9278228001004300 2016-08-01 9.8846923019782300 2016-09-01 10.0777536926156000 2016-10-01 10.0945160535631990 2016-11-01 10.3495166194386990 2016-12-01 10.3273821406990010 2017-01-01 10.3599374266858000 2017-02-01 10.4039735941154010 2017-03-01 10.5203414916391000 2017-04-01 10.5120571914258000 2017-05-01 10.4937828262003000 2017-06-01 10.5146174291877000 2017-07-01 10.4452094469735000 2017-08-01 10.6999384786242000 2017-09-01 10.3678964633028000 2017-10-01 10.5447062209689020 2017-11-01 10.5613552456401000 2017-12-01 10.5375856661787000 2018-01-01 10.4183807310548020 2018-02-01 10.1622556174063000 2018-03-01 10.3229671785880000 2018-04-01 10.1971323206846000 2018-05-01 10.0822359294941000 2018-06-01 10.0340155790276990 2018-07-01 9.9648360349511200 2018-08-01 10.0005597259493000 2018-09-01 9.8581499256798800 2018-10-01 9.7946945547491100 2018-11-01 9.6774452575352500 2018-12-01 9.6542887909305900 2019-01-01 9.6677530884670200 2019-02-01 9.7218879651651700 2019-03-01 9.6241378714949480 2019-04-01 9.7951503285882210 2019-05-01 9.7788106783870100 2019-06-01 9.5473479565576800 2019-07-01 9.7700394494088680 2019-08-01 9.6924601828953300 2019-09-01 9.8607923325818590 2019-10-01 9.7290364106361180 2019-11-01 9.8969859057607880 2019-12-01 9.8770144133778110 2020-01-01 9.9287494165263400 2020-02-01 9.8804591531913500 2020-03-01 9.8236110802087500 2020-04-01 8.3976621243085200 2020-05-01 8.5764004800297400 2020-06-01 8.6574047528708100 2020-07-01 8.7681162266233900 2020-08-01 8.8932223536781400 2020-09-01 8.9647851669863100 2020-10-01 9.0445439415036600 2020-11-01 9.1112853102349990 2020-12-01 9.2869892365292890 2021-01-01 9.6054358231294400 2021-02-01 9.7593510112858400