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 2019-09-01 Last Updated: 2019-10-18 4:08 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/SMU25742046000000001) 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 5.9072917731259595 1990-02-01 5.9496171821244594 1990-03-01 5.9006285170750800 1990-04-01 5.8846310414559010 1990-05-01 5.8664447430170000 1990-06-01 5.8911288438912495 1990-07-01 5.7310121307317194 1990-08-01 5.6314318903046800 1990-09-01 5.7061794287224300 1990-10-01 5.6851908584294700 1990-11-01 5.5908513300380700 1990-12-01 5.5482677873000300 1991-01-01 5.6166670117943300 1991-02-01 5.4616245508595895 1991-03-01 5.5013046596713195 1991-04-01 5.4763590631139800 1991-05-01 5.4502227742253810 1991-06-01 5.4834867833038310 1991-07-01 5.5347861539505100 1991-08-01 5.6454096023608304 1991-09-01 5.7109465701511710 1991-10-01 5.2828327982490100 1991-11-01 5.3815398946304410 1991-12-01 5.2488330008568100 1992-01-01 5.7300164471755200 1992-02-01 5.6790512631627200 1992-03-01 5.6013896129069700 1992-04-01 5.5602035839759300 1992-05-01 5.5258703853816510 1992-06-01 5.4751571880265200 1992-07-01 5.6333119368390190 1992-08-01 5.7569900882156910 1992-09-01 5.7232639194200800 1992-10-01 5.6923817825699200 1992-11-01 5.7709791526784300 1992-12-01 5.7577799513991500 1993-01-01 5.6445151657044805 1993-02-01 5.6889776229720410 1993-03-01 5.5054060221907900 1993-04-01 5.7351890235468500 1993-05-01 6.0915460559925805 1993-06-01 5.8648877398162500 1993-07-01 5.8341231975482000 1993-08-01 5.7777158826738300 1993-09-01 5.8279689849131100 1993-10-01 6.0039353902333790 1993-11-01 5.9599247243443390 1993-12-01 5.9710453947035900 1994-01-01 5.9642153713111610 1994-02-01 5.9061440833236905 1994-03-01 6.0094507264598604 1994-04-01 6.3086556697506610 1994-05-01 6.1589624191518790 1994-06-01 6.1375734843324500 1994-07-01 6.1285668589722410 1994-08-01 6.2036107799657910 1994-09-01 6.3306409256764296 1994-10-01 6.4099004626290705 1994-11-01 6.5615635887972400 1994-12-01 6.7895179564806600 1995-01-01 6.5815575805446200 1995-02-01 6.6161321383099905 1995-03-01 6.6184728107640190 1995-04-01 6.5892731040607000 1995-05-01 6.5351428415834905 1995-06-01 6.5139095463042600 1995-07-01 6.5204348414306410 1995-08-01 6.5321726466327090 1995-09-01 6.4127194202534200 1995-10-01 6.4030485566101305 1995-11-01 6.5550192406777310 1995-12-01 6.5951664248965200 1996-01-01 6.9077227603357810 1996-02-01 7.1413520447481700 1996-03-01 7.1443562929165010 1996-04-01 7.3765278520027600 1996-05-01 7.5294901803463900 1996-06-01 7.5974363793492810 1996-07-01 7.3997792460078610 1996-08-01 7.7419963170143400 1996-09-01 7.8891228059879990 1996-10-01 7.8883546536537400 1996-11-01 7.8398475753728600 1996-12-01 7.8782922652211700 1997-01-01 7.9390337381893700 1997-02-01 7.8692857518049300 1997-03-01 7.9979654492311300 1997-04-01 7.8785318084873200 1997-05-01 7.8412117176911700 1997-06-01 7.8958289792417900 1997-07-01 7.4751538088622810 1997-08-01 7.9356161527843300 1997-09-01 7.6491510992964800 1997-10-01 7.4630331734601200 1997-11-01 7.6054641355596900 1997-12-01 7.7357754709939200 1998-01-01 8.1772694900377590 1998-02-01 8.1178588761994190 1998-03-01 8.1675837119168090 1998-04-01 8.0934632857865200 1998-05-01 8.1652447199752200 1998-06-01 8.1962091351385310 1998-07-01 8.3500440388234700 1998-08-01 8.3132282477744900 1998-09-01 8.4193859281007900 1998-10-01 8.4308671472018000 1998-11-01 8.4572503585959100 1998-12-01 8.3809737335475100 1999-01-01 8.3050113712938400 1999-02-01 8.3733699606070700 1999-03-01 8.4509534396972800 1999-04-01 8.7236379896547100 1999-05-01 8.7856523595868800 1999-06-01 8.7932704887734100 1999-07-01 8.9346214097731700 1999-08-01 8.9868314898131000 1999-09-01 9.0954904920169000 1999-10-01 9.3920182556274000 1999-11-01 9.2997923675919900 1999-12-01 9.4223791609962400 2000-01-01 9.1333117303556900 2000-02-01 9.2349405620283400 2000-03-01 9.2324422744159400 2000-04-01 9.3570079029254390 2000-05-01 9.3943714754835800 2000-06-01 9.5907982103201100 2000-07-01 9.6204419251726000 2000-08-01 9.6524668113187890 2000-09-01 9.6911024555348300 2000-10-01 9.5557032693073200 2000-11-01 9.5497941918085710 2000-12-01 9.5717498595899600 2001-01-01 9.6616273004495900 2001-02-01 9.5839414324105700 2001-03-01 9.5000459868953500 2001-04-01 9.1000451680976080 2001-05-01 9.1925219092096990 2001-06-01 9.0710393768022600 2001-07-01 9.1099144040612500 2001-08-01 9.1181279534159400 2001-09-01 8.9895881797940390 2001-10-01 8.9242814838191610 2001-11-01 9.0323978264724400 2001-12-01 8.9457489293278600 2002-01-01 9.0853960476972400 2002-02-01 8.8144440069222500 2002-03-01 8.9388564576881200 2002-04-01 9.0364592901179890 2002-05-01 9.0796128958009190 2002-06-01 9.1542625437774300 2002-07-01 8.8925259974601600 2002-08-01 8.8847498679165380 2002-09-01 8.9040164013086190 2002-10-01 9.0086699460097100 2002-11-01 9.1274492898867100 2002-12-01 8.9445376906488000 2003-01-01 8.8112056391396190 2003-02-01 8.8240702828000500 2003-03-01 8.8518400435199600 2003-04-01 8.8660798862959300 2003-05-01 8.9627518865326310 2003-06-01 8.9202082022692000 2003-07-01 9.0785803561369710 2003-08-01 9.0601327895525010 2003-09-01 9.1238283503110990 2003-10-01 9.2114210599432400 2003-11-01 9.1340193715374600 2003-12-01 9.1616594326790900 2004-01-01 8.9387638220130800 2004-02-01 9.0192036506372500 2004-03-01 9.3410310070220100 2004-04-01 8.8676440226664900 2004-05-01 8.9405310070473100 2004-06-01 9.0002914649880000 2004-07-01 8.9692324569979110 2004-08-01 9.0477529100086100 2004-09-01 9.0565578317940000 2004-10-01 9.0329322603619000 2004-11-01 8.9360038643174810 2004-12-01 8.7779331421706000 2005-01-01 9.2537296634263480 2005-02-01 9.2082742346689910 2005-03-01 9.1084582335185010 2005-04-01 9.2659042682159100 2005-05-01 9.3262148435684200 2005-06-01 9.2662677183757200 2005-07-01 9.4795763359343800 2005-08-01 9.4509942843561500 2005-09-01 9.4908526138238600 2005-10-01 9.5642050958100700 2005-11-01 9.7497582084231790 2005-12-01 9.7000508817757800 2006-01-01 9.7311284359761900 2006-02-01 9.8839418430401100 2006-03-01 9.9666664962914800 2006-04-01 10.0504956255363020 2006-05-01 10.1173661332992000 2006-06-01 10.3567746646900000 2006-07-01 10.2999944247436000 2006-08-01 10.3721352831965010 2006-09-01 10.6341966810798020 2006-10-01 10.1946129712662000 2006-11-01 10.0538026358177000 2006-12-01 10.2099914932981000 2007-01-01 10.1789996523079000 2007-02-01 10.2652199562076000 2007-03-01 10.3244023681129010 2007-04-01 10.3408001999161990 2007-05-01 10.4204192382601000 2007-06-01 10.1420435877880000 2007-07-01 10.1304561333464000 2007-08-01 10.2053922487050990 2007-09-01 10.1823148479942000 2007-10-01 10.2092105463396000 2007-11-01 10.2521389510162000 2007-12-01 10.3161831633324000 2008-01-01 10.3145575220217000 2008-02-01 10.2455786878151990 2008-03-01 10.2891425173656990 2008-04-01 10.1256422419455990 2008-05-01 10.2353558051943000 2008-06-01 10.2554089543572000 2008-07-01 10.0530106560710980 2008-08-01 9.9434483116039400 2008-09-01 10.0221215653008000 2008-10-01 10.0069451386012000 2008-11-01 9.8438749131292890 2008-12-01 9.7039846125268310 2009-01-01 9.6570758929966520 2009-02-01 9.5392634053980510 2009-03-01 9.3605289917847400 2009-04-01 9.3275288823685400 2009-05-01 9.2579317515494000 2009-06-01 9.1673738307076710 2009-07-01 9.1714496463213400 2009-08-01 9.1690876897561200 2009-09-01 9.2357422172244000 2009-10-01 9.2970660320364380 2009-11-01 9.3446077070516510 2009-12-01 9.6072559011288590 2010-01-01 9.7087699057074610 2010-02-01 9.7180134714222890 2010-03-01 9.8524372406585620 2010-04-01 9.9366686828149200 2010-05-01 9.9811630652762400 2010-06-01 10.0873221387627000 2010-07-01 10.1763870567403010 2010-08-01 10.1697363406396000 2010-09-01 10.0233921560775000 2010-10-01 10.7922078218140010 2010-11-01 10.3541187645333000 2010-12-01 10.2217641750291990 2011-01-01 10.3897060582505000 2011-02-01 10.7010683591259000 2011-03-01 10.2485203834186990 2011-04-01 10.6574559111863000 2011-05-01 10.5993809669204020 2011-06-01 10.6822902917443020 2011-07-01 10.8644823895048000 2011-08-01 10.8508921613325000 2011-09-01 11.0092859762198020 2011-10-01 11.3859500527501980 2011-11-01 11.1681965405846000 2011-12-01 11.2613709329878000 2012-01-01 10.8077187282002000 2012-02-01 10.9703154160095000 2012-03-01 11.1445546176315000 2012-04-01 11.1792189201734000 2012-05-01 11.2048892256055000 2012-06-01 11.1686663718574000 2012-07-01 10.2429807461931990 2012-08-01 10.4329511634590000 2012-09-01 10.6915861046251980 2012-10-01 10.5711043862875000 2012-11-01 10.4937624851290000 2012-12-01 10.7904666433229990 2013-01-01 11.0547205253461980 2013-02-01 11.0603524072464020 2013-03-01 10.8376285848177000 2013-04-01 10.6920334379728010 2013-05-01 10.6871490420167000 2013-06-01 10.6396598543419000 2013-07-01 10.5245488593095010 2013-08-01 10.6331974905465000 2013-09-01 10.4795662006365000 2013-10-01 10.2572569509755990 2013-11-01 10.2155121732513020 2013-12-01 10.1180390341705000 2014-01-01 10.3065334144436990 2014-02-01 10.3426102532714000 2014-03-01 10.4328777315313000 2014-04-01 10.4954627785127000 2014-05-01 10.5625791206421000 2014-06-01 10.7159174417953000 2014-07-01 10.8157838542356990 2014-08-01 10.6381614971768010 2014-09-01 10.4723491807597000 2014-10-01 10.6529254483009000 2014-11-01 10.5333583886388010 2014-12-01 10.4261275160308000 2015-01-01 10.2472616223578000 2015-02-01 10.3513393376979990 2015-03-01 10.2233797143712000 2015-04-01 10.0767164448793000 2015-05-01 10.1384332624778000 2015-06-01 10.0996645936079000 2015-07-01 10.1124831582216000 2015-08-01 9.9465040470794300 2015-09-01 9.9845374457033000 2015-10-01 10.0562308100439000 2015-11-01 9.8360792291168300 2015-12-01 9.9276222794238400 2016-01-01 9.7757191901508500 2016-02-01 9.7521333931987680 2016-03-01 9.8090948856813300 2016-04-01 9.9549275577039480 2016-05-01 9.9227627171179200 2016-06-01 9.9045892495514300 2016-07-01 9.9152849735918300 2016-08-01 9.8567653845101500 2016-09-01 10.0918626537785000 2016-10-01 10.0614053551635990 2016-11-01 10.3375337859152000 2016-12-01 10.3139540876724000 2017-01-01 10.3872800469423010 2017-02-01 10.4682477358604000 2017-03-01 10.4965203241074000 2017-04-01 10.5263257250885000 2017-05-01 10.5111555457851990 2017-06-01 10.5196521055011000 2017-07-01 10.4262967605549000 2017-08-01 10.6619681104393000 2017-09-01 10.3916442393194010 2017-10-01 10.4779095585438020 2017-11-01 10.5370222349096000 2017-12-01 10.5064228297956000 2018-01-01 10.4820521847165000 2018-02-01 10.2633524338341980 2018-03-01 10.2867723084374000 2018-04-01 10.2155893135993000 2018-05-01 10.1099224280389000 2018-06-01 10.0384103993289010 2018-07-01 9.9382323021669400 2018-08-01 9.9529346021270100 2018-09-01 9.7872818929259910 2018-10-01 9.6935680986701600 2018-11-01 9.5383995053754290 2018-12-01 9.5060721537767800 2019-01-01 9.4681485978753200 2019-02-01 9.5636860239747700 2019-03-01 9.4816702462483900 2019-04-01 9.4106184593943200 2019-05-01 9.4136993448742300 2019-06-01 9.3486218515168390 2019-07-01 9.4411373872987000 2019-08-01 9.3410465017416200 2019-09-01 9.3903219379967680