Title: All Employees: Other Services in Nashua, NH-MA (NECTA Division) Series ID: SMU33754048000000001SA 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 2023-10-01 Last Updated: 2023-11-18 4:33 AM CST 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/SMU33754048000000001). 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 2.3367443205273397 1990-02-01 2.3401716288645000 1990-03-01 2.3156982367001400 1990-04-01 2.3854110839051600 1990-05-01 2.2986944734694400 1990-06-01 2.3574185450317500 1990-07-01 2.4950234328265600 1990-08-01 2.4771550900832200 1990-09-01 2.3881520869339400 1990-10-01 2.3910449056021600 1990-11-01 2.4130795579463800 1990-12-01 2.3970061959670600 1991-01-01 2.4397704423447900 1991-02-01 2.4434912214633900 1991-03-01 2.4156249858298000 1991-04-01 2.3871042688639400 1991-05-01 2.3995448124061496 1991-06-01 2.4518625682695294 1991-07-01 2.3981050385511300 1991-08-01 2.3748655824402998 1991-09-01 2.3890803851466500 1991-10-01 2.3922842556070100 1991-11-01 2.3116153683573900 1991-12-01 2.3927913913134000 1992-01-01 2.3400739494584597 1992-02-01 2.3434833678276297 1992-03-01 2.4141374353139900 1992-04-01 2.3937106984307900 1992-05-01 2.4021356925946800 1992-06-01 2.3477502308180602 1992-07-01 2.3979381570538703 1992-08-01 2.3702746906344600 1992-09-01 2.3919687389438200 1992-10-01 2.3955224707955800 1992-11-01 2.4075720738113900 1992-12-01 2.3853753154628100 1993-01-01 2.4483778800442600 1993-02-01 2.4531231734827204 1993-03-01 2.4125610858862903 1993-04-01 2.5983043138977900 1993-05-01 2.6032650669896498 1993-06-01 2.6359069041557900 1993-07-01 2.5905709265220800 1993-08-01 2.5612714477827500 1993-09-01 2.6989883969782000 1993-10-01 2.7041023920794602 1993-11-01 2.7001851274450100 1993-12-01 2.6770628372800096 1994-01-01 2.6567585202424704 1994-02-01 2.6632845328939903 1994-03-01 2.7159059371547096 1994-04-01 2.7045060594020600 1994-05-01 2.7060278488122500 1994-06-01 2.7270543036898400 1994-07-01 2.6794587485850400 1994-08-01 2.7531021521535700 1994-09-01 2.7047036433597498 1994-10-01 2.7117001028582900 1994-11-01 2.6918944103262800 1994-12-01 2.7744419266206000 1995-01-01 2.7639898541308100 1995-02-01 2.7728285602566003 1995-03-01 2.7200249965075100 1995-04-01 2.7068421141414500 1995-05-01 2.7054292607392996 1995-06-01 2.7229891529318304 1995-07-01 2.7636175795380700 1995-08-01 2.7471555332177000 1995-09-01 2.7113898154026700 1995-10-01 2.7196796298731900 1995-11-01 2.7897422759659400 1995-12-01 2.7790920031952800 1996-01-01 2.7631886387817000 1996-02-01 2.7707522927496804 1996-03-01 2.7270206952277594 1996-04-01 2.9097746934899598 1996-05-01 2.9058038384609800 1996-06-01 2.9142598308830396 1996-07-01 2.9445909731414400 1996-08-01 2.8421877410418200 1996-09-01 2.9160630194236900 1996-10-01 2.9251100676796900 1996-11-01 2.9931040466835000 1996-12-01 2.9871605521171200 1997-01-01 2.9661859608327500 1997-02-01 2.9734157058340003 1997-03-01 3.0343633896892700 1997-04-01 3.0088349601968600 1997-05-01 3.0013213778701000 1997-06-01 3.0099046895861203 1997-07-01 3.0320544567905800 1997-08-01 3.0387046063205600 1997-09-01 3.1171283778822500 1997-10-01 3.1327054633603100 1997-11-01 3.0997446601357700 1997-12-01 3.0992078371160496 1998-01-01 3.1634642568488600 1998-02-01 3.1692827428115600 1998-03-01 3.1400116052303098 1998-04-01 3.1052300466869000 1998-05-01 3.1989380480400300 1998-06-01 3.2046276373814800 1998-07-01 3.2268472676779103 1998-08-01 3.2381787696773197 1998-09-01 3.2076697757043200 1998-10-01 3.2357834203776603 1998-11-01 3.2091667348149504 1998-12-01 3.2133335904476406 1999-01-01 3.1550404959587097 1999-02-01 3.2627865157926697 1999-03-01 3.2443820124460200 1999-04-01 3.3008399826291200 1999-05-01 3.2950783435557700 1999-06-01 3.2026502614060400 1999-07-01 3.3335923891006300 1999-08-01 3.3408485014182903 1999-09-01 3.2975518044405603 1999-10-01 3.3386334120470296 1999-11-01 3.3181336362256000 1999-12-01 3.4213831534662700 2000-01-01 3.3489055357663000 2000-02-01 3.2532825707043600 2000-03-01 3.3535468890058100 2000-04-01 3.2962774549789198 2000-05-01 3.2918508727778800 2000-06-01 3.3048992957875800 2000-07-01 3.2409056462008100 2000-08-01 3.1473392529460096 2000-09-01 3.2876987283005300 2000-10-01 3.2389054715349200 2000-11-01 3.3215865453798500 2000-12-01 3.3238085187128700 2001-01-01 3.3422127886971302 2001-02-01 3.3513749617236400 2001-03-01 3.3597558582380500 2001-04-01 3.3933080143739900 2001-05-01 3.3873676023541700 2001-06-01 3.4089281476296800 2001-07-01 3.4413530611503194 2001-08-01 3.4454128809857005 2001-09-01 3.4756058874447500 2001-10-01 3.4469021120614998 2001-11-01 3.4174827760263700 2001-12-01 3.4218419190956700 2002-01-01 3.4431705482796300 2002-02-01 3.4555408880265600 2002-03-01 3.5722143367877200 2002-04-01 3.4890928328185997 2002-05-01 3.4818036597230297 2002-06-01 3.5195102019793300 2002-07-01 3.4390558954262596 2002-08-01 3.4434533220010297 2002-09-01 3.4637904384999300 2002-10-01 3.5502258293526900 2002-11-01 3.5153036719459303 2002-12-01 3.5207478903973297 2003-01-01 3.8538681045989300 2003-02-01 3.8685102896147900 2003-03-01 3.7830960225748096 2003-04-01 3.6864569223630000 2003-05-01 3.8755081113438300 2003-06-01 3.8205081305720800 2003-07-01 3.9259426498461800 2003-08-01 3.9299783666534200 2003-09-01 3.9531928234013900 2003-10-01 3.8521678900391400 2003-11-01 4.0140638555111000 2003-12-01 4.0195406345768200 2004-01-01 4.0682313981088500 2004-02-01 4.0799635449601700 2004-03-01 4.2007425814497700 2004-04-01 4.0841135979878100 2004-05-01 4.0695725073233200 2004-06-01 4.0215426423902200 2004-07-01 4.1108781506641900 2004-08-01 4.1190720011322600 2004-09-01 4.1552029181859300 2004-10-01 4.0489890999401000 2004-11-01 4.1144554873953900 2004-12-01 4.1175190586214900 2005-01-01 4.0826825118669000 2005-02-01 4.0831428291536890 2005-03-01 4.0964103607634000 2005-04-01 4.1890105764246900 2005-05-01 4.1675259679925800 2005-06-01 4.1118595654048500 2005-07-01 4.1065957301450300 2005-08-01 4.1171471464808800 2005-09-01 4.0630013916685800 2005-10-01 4.0451936499370005 2005-11-01 4.0145635173448200 2005-12-01 4.0154849014493900 2006-01-01 3.9892645451525897 2006-02-01 3.9796189804673303 2006-03-01 3.9889453136347400 2006-04-01 3.9974019140389800 2006-05-01 3.9650761930939400 2006-06-01 4.0066875732547500 2006-07-01 4.0080530317390900 2006-08-01 4.0206834434739900 2006-09-01 3.8761735688104300 2006-10-01 4.0388859190818900 2006-11-01 4.0184664381802100 2006-12-01 4.0175876401109600 2007-01-01 3.9891671067113900 2007-02-01 3.9706395091584800 2007-03-01 4.0791347171132495 2007-04-01 3.9090538827978300 2007-05-01 3.9634364589690900 2007-06-01 3.9965672362301100 2007-07-01 4.0149264912974400 2007-08-01 3.9315573256632200 2007-09-01 3.9901921703664600 2007-10-01 4.0308571770152910 2007-11-01 4.0226062887951710 2007-12-01 4.0173322323103395 2008-01-01 3.9766078031845100 2008-02-01 4.0605478791895090 2008-03-01 3.9661904849362797 2008-04-01 4.0242124506968900 2008-05-01 4.0594992751652095 2008-06-01 4.0937956862885690 2008-07-01 4.0197659892408110 2008-08-01 4.0389755025172400 2008-09-01 4.1054198524377500 2008-10-01 4.0253644377258100 2008-11-01 4.0254630909565400 2008-12-01 4.0177588194762500 2009-01-01 4.0615963470104200 2009-02-01 4.0463740236028000 2009-03-01 4.0564524571368900 2009-04-01 4.0376886261538200 2009-05-01 4.0580364401375800 2009-06-01 4.0006205226536100 2009-07-01 4.0258427018332100 2009-08-01 4.0444894777001700 2009-09-01 4.0121766921443200 2009-10-01 4.0296642804642700 2009-11-01 4.0314406340877600 2009-12-01 4.0152648574084400 2010-01-01 4.0423952480043800 2010-02-01 4.0369561505927996 2010-03-01 4.0472515378075290 2010-04-01 4.0447266533092100 2010-05-01 4.0557369612307500 2010-06-01 4.1086020751569600 2010-07-01 4.1268922625317690 2010-08-01 4.1430020137484505 2010-09-01 4.2155986044714100 2010-10-01 4.3422905782057500 2010-11-01 4.3411526835488905 2010-12-01 4.4140289661092590 2011-01-01 4.4320335864240010 2011-02-01 4.4356401039114300 2011-03-01 4.5418952176643300 2011-04-01 4.4538559671761800 2011-05-01 4.3505350207791205 2011-06-01 4.4095631933216800 2011-07-01 4.5201408834004300 2011-08-01 4.5341965372476400 2011-09-01 4.5147185183927900 2011-10-01 4.5580948787313400 2011-11-01 4.5544074305846300 2011-12-01 4.5099332443986400 2012-01-01 4.5247786775590400 2012-02-01 4.5386464451436610 2012-03-01 4.5312201138540090 2012-04-01 4.5561273656572090 2012-05-01 4.5484596344456790 2012-06-01 4.5110467352983100 2012-07-01 4.4171009340504200 2012-08-01 4.5283979042938700 2012-09-01 4.5102884216735590 2012-10-01 4.4683487838404400 2012-11-01 4.4615896589054600 2012-12-01 4.5076131347933210 2013-01-01 4.5282103685098205 2013-02-01 4.5467624908451105 2013-03-01 4.5237883362172500 2013-04-01 4.5548701095337405 2013-05-01 4.5466250141265990 2013-06-01 4.7032285474339810 2013-07-01 4.6087279945242900 2013-08-01 4.6194004525877500 2013-09-01 4.7041248486181600 2013-10-01 4.6790767196939400 2013-11-01 4.7743101079461800 2013-12-01 4.8097318795468500 2014-01-01 4.8381137986740590 2014-02-01 4.8625626459635000 2014-03-01 4.9215604046542305 2014-04-01 4.8548435386810300 2014-05-01 4.9420684126704595 2014-06-01 4.8912665664082500 2014-07-01 4.8944875890539100 2014-08-01 4.9094130696898700 2014-09-01 4.8000407200905800 2014-10-01 4.8804844717700595 2014-11-01 4.8784767499205400 2014-12-01 4.8151043366149100 2015-01-01 5.0512418842526910 2015-02-01 4.9776862344838400 2015-03-01 5.0230869943568300 2015-04-01 5.0574314188542600 2015-05-01 5.0435084312047190 2015-06-01 5.0725052751619200 2015-07-01 5.0768294592603700 2015-08-01 5.1027941625212100 2015-09-01 5.1047414715251100 2015-10-01 5.0741134655675590 2015-11-01 5.0812419796588300 2015-12-01 5.1186873305429295 2016-01-01 5.0616649598170000 2016-02-01 4.9869015859215400 2016-03-01 5.0320069373982810 2016-04-01 5.0607118338772010 2016-05-01 5.0547161323743100 2016-06-01 5.0547132274997310 2016-07-01 5.0593124968707900 2016-08-01 5.0997478453071000 2016-09-01 5.2158092697986700 2016-10-01 5.1636226908346100 2016-11-01 5.1788133042145800 2016-12-01 5.1171284125117600 2017-01-01 5.1722939311764500 2017-02-01 5.1897900336541390 2017-03-01 5.2505703339003400 2017-04-01 5.3690691546176210 2017-05-01 5.2668679293841905 2017-06-01 5.2382103768027400 2017-07-01 5.2387399686263300 2017-08-01 5.1929970617878700 2017-09-01 5.2290685073110200 2017-10-01 5.2512737403495100 2017-11-01 5.1700527050350000 2017-12-01 5.1131840648093400 2018-01-01 5.1796239414605000 2018-02-01 5.1828796026061200 2018-03-01 5.1662635428903405 2018-04-01 5.1712444700263305 2018-05-01 5.1875825751521800 2018-06-01 5.2293841137608500 2018-07-01 5.2293035426393210 2018-08-01 5.1893102332873490 2018-09-01 5.1374795115682500 2018-10-01 5.1397818711799990 2018-11-01 5.1598940333189205 2018-12-01 5.2104820044978000 2019-01-01 5.1823539252708200 2019-02-01 5.1735548204608900 2019-03-01 5.1749930050823805 2019-04-01 5.1751437406094810 2019-05-01 5.2086426475931210 2019-06-01 5.3288197919484000 2019-07-01 5.3229883306720400 2019-08-01 5.2806373184007995 2019-09-01 5.2413779473788800 2019-10-01 5.2360290409567700 2019-11-01 5.2473546644948210 2019-12-01 5.3077872058459405 2020-01-01 5.2870829850979010 2020-02-01 5.3684869131311200 2020-03-01 5.2744618880774600 2020-04-01 3.0468707745336200 2020-05-01 3.5193178086120100 2020-06-01 4.3650832710991505 2020-07-01 4.6461592938835000 2020-08-01 4.8862061153109810 2020-09-01 5.0377592245107690 2020-10-01 5.0313432866191700 2020-11-01 5.0355521131959690 2020-12-01 5.0065436988848490 2021-01-01 4.9830311536074900 2021-02-01 4.9585681277804400 2021-03-01 4.9640979408117600 2021-04-01 4.9758218262063300 2021-05-01 4.9364676263465310 2021-06-01 5.0596554456684400 2021-07-01 4.9436661046340200 2021-08-01 5.0820358389206510 2021-09-01 4.9285478535747690 2021-10-01 4.9256206675104400 2021-11-01 4.9229876215417500 2021-12-01 4.9089718670435705 2022-01-01 4.9860813903431000 2022-02-01 4.9597729222815600 2022-03-01 5.0558432237806500 2022-04-01 5.0780555453112900 2022-05-01 5.0406027449194100 2022-06-01 5.0684644575187100 2022-07-01 5.1444519476985600 2022-08-01 5.1840499973078895 2022-09-01 5.2218779648532100 2022-10-01 5.1206265913306000 2022-11-01 5.2187085856432800 2022-12-01 5.2157845462432900 2023-01-01 5.1890012719648900 2023-02-01 5.2670613132856690 2023-03-01 5.2495965385328605 2023-04-01 5.1776848760488200 2023-05-01 5.2414749267457590 2023-06-01 5.0761323974716600 2023-07-01 5.2462543502456800 2023-08-01 5.1868756141989000 2023-09-01 5.2141116640129600 2023-10-01 5.3217392940778705