Title: All Employees: Manufacturing in Fargo, ND-MN (MSA) Series ID: FARG038MFG Source: U.S. Bureau of Labor Statistics Release: State Employment and Unemployment Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2023-04-01 Last Updated: 2023-05-20 4:12 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/FARG038MFGN). 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 5.2872758289761100 1990-02-01 5.3600526019111700 1990-03-01 5.5333200311255000 1990-04-01 5.5180907869023890 1990-05-01 5.6451268563880195 1990-06-01 5.5897025377673700 1990-07-01 5.6240574554230705 1990-08-01 5.6078399960603500 1990-09-01 5.7055507091673490 1990-10-01 5.7990986713860290 1990-11-01 5.9768322179163300 1990-12-01 5.9508419242539095 1991-01-01 5.9974775286835500 1991-02-01 5.9583493777162010 1991-03-01 5.8527181254451300 1991-04-01 5.6943928620046700 1991-05-01 5.6425092281615990 1991-06-01 5.6734607541866500 1991-07-01 5.7222200865531505 1991-08-01 5.8023987874577400 1991-09-01 5.9068041661221910 1991-10-01 5.9169623384996510 1991-11-01 5.6852932464597690 1991-12-01 5.7578529337893000 1992-01-01 5.7162455584186600 1992-02-01 5.7667335001192900 1992-03-01 5.7711267331251594 1992-04-01 5.8461243054529500 1992-05-01 5.7111624125536910 1992-06-01 5.9444097216112310 1992-07-01 5.9207015334373100 1992-08-01 5.9132019701328495 1992-09-01 5.9305385111427310 1992-10-01 5.9571325512976390 1992-11-01 5.7901209096512590 1992-12-01 5.7721439877713700 1993-01-01 5.8232798794190390 1993-02-01 5.8711180351952400 1993-03-01 5.8679559083217590 1993-04-01 5.8968236412651800 1993-05-01 5.8608786582546100 1993-06-01 5.9122637610167990 1993-07-01 6.2224391247039100 1993-08-01 6.0339937842654300 1993-09-01 6.0852432359784290 1993-10-01 6.0208819842044110 1993-11-01 6.1917569826318894 1993-12-01 6.1741464635311900 1994-01-01 6.1172470561107195 1994-02-01 6.0676219003493100 1994-03-01 6.1434453304909600 1994-04-01 6.2609383360077910 1994-05-01 6.2951288240693290 1994-06-01 6.2791445195757100 1994-07-01 6.3290651209713000 1994-08-01 6.3777681652009000 1994-09-01 6.4579769926259000 1994-10-01 6.5784394674615200 1994-11-01 6.7121142174582310 1994-12-01 6.7708752609758610 1995-01-01 6.8830427123406790 1995-02-01 6.9333687091176700 1995-03-01 7.0020898984523500 1995-04-01 6.9549324138616910 1995-05-01 7.0651459930448090 1995-06-01 7.0574390603410000 1995-07-01 6.8245524485813000 1995-08-01 6.8016490915199100 1995-09-01 7.0161054272806505 1995-10-01 7.1295975587247100 1995-11-01 7.2610127405164100 1995-12-01 7.0637186258544200 1996-01-01 7.0411750262780000 1996-02-01 7.0839310535565590 1996-03-01 7.0648582661638890 1996-04-01 7.1596971498748490 1996-05-01 7.1711023944032000 1996-06-01 7.1488526902526800 1996-07-01 7.0062688435586610 1996-08-01 7.1067079322780400 1996-09-01 7.2277624324063000 1996-10-01 7.5822278390586995 1996-11-01 7.4205001303675400 1996-12-01 7.5735154905642200 1997-01-01 7.5975840824652700 1997-02-01 7.6355861734727695 1997-03-01 7.7258892240439500 1997-04-01 7.7799788937051800 1997-05-01 7.8038703791656510 1997-06-01 7.8530188680326000 1997-07-01 7.9804858631456606 1997-08-01 7.9784794323527100 1997-09-01 7.9062494482250700 1997-10-01 7.9287417942734190 1997-11-01 7.8669536798945705 1997-12-01 7.9017460167975900 1998-01-01 7.9778880405179210 1998-02-01 7.9993310451289400 1998-03-01 7.9947835911905800 1998-04-01 7.8058871103281495 1998-05-01 7.7264620750247900 1998-06-01 7.7536662334364110 1998-07-01 7.7716410714107800 1998-08-01 7.7476650742611510 1998-09-01 7.7517137815087400 1998-10-01 7.6725632842053900 1998-11-01 7.6934505464743110 1998-12-01 7.6301340488612700 1999-01-01 7.6760063092629505 1999-02-01 7.6947085524344900 1999-03-01 7.6754040453843295 1999-04-01 7.7211903698245590 1999-05-01 7.7334635092669200 1999-06-01 7.9505193105038000 1999-07-01 7.6720930041332990 1999-08-01 7.7140149430653890 1999-09-01 7.6027600421719010 1999-10-01 7.7965700379833900 1999-11-01 7.8138727722741290 1999-12-01 7.8485810307694900 2000-01-01 7.7908185474009000 2000-02-01 7.9094700363212200 2000-03-01 7.9656052512775900 2000-04-01 7.9236488967285890 2000-05-01 8.0387177986948100 2000-06-01 8.0416858395928800 2000-07-01 8.0671605051857490 2000-08-01 7.7880202168375600 2000-09-01 8.1568020615826800 2000-10-01 8.1180575146592600 2000-11-01 8.1291701344297100 2000-12-01 8.1559782437224300 2001-01-01 8.2035836627640000 2001-02-01 8.1404665618864410 2001-03-01 8.1797495753006900 2001-04-01 8.2036384262417600 2001-05-01 8.1460945081448100 2001-06-01 8.1375574934412890 2001-07-01 8.1430290303203400 2001-08-01 7.6629224199085910 2001-09-01 8.1374548437727800 2001-10-01 8.1190506305053900 2001-11-01 8.0431274624260090 2001-12-01 8.1534410491343610 2002-01-01 8.2317647667868600 2002-02-01 8.2696583283630300 2002-03-01 8.2987164575007900 2002-04-01 8.2907749997947100 2002-05-01 8.2493114531879100 2002-06-01 8.3268183409448900 2002-07-01 8.3096056577048710 2002-08-01 8.3482184395791700 2002-09-01 8.3318571460527890 2002-10-01 8.3096047871010000 2002-11-01 8.3454638170888310 2002-12-01 8.3450626734122190 2003-01-01 8.3685845781736210 2003-02-01 8.3967695066332300 2003-03-01 8.3301977866720700 2003-04-01 8.3840340074816500 2003-05-01 8.4338747434450700 2003-06-01 8.4138958665108200 2003-07-01 8.5799548700943500 2003-08-01 8.6488368926174900 2003-09-01 8.4344069325629900 2003-10-01 8.5967598488005300 2003-11-01 8.5347217327507500 2003-12-01 8.6224131202285400 2004-01-01 8.6093755721305700 2004-02-01 8.6258884808020800 2004-03-01 8.7476296967737400 2004-04-01 8.7991148385172500 2004-05-01 8.8199221887645200 2004-06-01 8.9925358037434800 2004-07-01 8.8554445129994210 2004-08-01 8.8612787924852500 2004-09-01 8.8424130366733000 2004-10-01 8.8895422063414300 2004-11-01 8.9087881465592400 2004-12-01 8.9056031733028680 2005-01-01 8.9270806064548010 2005-02-01 9.0337621926023500 2005-03-01 9.0668865388864300 2005-04-01 9.1292366855107500 2005-05-01 9.2132102835570500 2005-06-01 9.1752595119312700 2005-07-01 9.1439766588966800 2005-08-01 9.1852805366126590 2005-09-01 9.2469544572405290 2005-10-01 9.1872516128428220 2005-11-01 9.2825401497602600 2005-12-01 9.2791455915480800 2006-01-01 9.2182824042916800 2006-02-01 9.1315862292632790 2006-03-01 9.1714812668858300 2006-04-01 9.1641263381224490 2006-05-01 9.2310448869122400 2006-06-01 9.3753054197764620 2006-07-01 9.3388013972449890 2006-08-01 9.3144433922234620 2006-09-01 9.2541653981657100 2006-10-01 9.2703897386734100 2006-11-01 9.0598199604214480 2006-12-01 9.1587410638186800 2007-01-01 9.1974259979280500 2007-02-01 9.2076382704068000 2007-03-01 9.1691430081723100 2007-04-01 9.1857974485249200 2007-05-01 9.2592574350476100 2007-06-01 9.2991463489371800 2007-07-01 9.2545322944273300 2007-08-01 9.2390315595231610 2007-09-01 9.2524642604659380 2007-10-01 9.1515360541745510 2007-11-01 9.3478788872273490 2007-12-01 9.4323340192852700 2008-01-01 9.4742846152815300 2008-02-01 9.4974816020427110 2008-03-01 9.5510481136565300 2008-04-01 9.5829895424687500 2008-05-01 9.5870317268426710 2008-06-01 9.6400657368275700 2008-07-01 9.6742833509599500 2008-08-01 9.6543865959297400 2008-09-01 9.7488023804332000 2008-10-01 9.8290179002572110 2008-11-01 9.7442350269212600 2008-12-01 9.6244555663211500 2009-01-01 9.4675583071280500 2009-02-01 9.3862286097182590 2009-03-01 9.2405457189282500 2009-04-01 9.0615004532530400 2009-05-01 8.8849819569209100 2009-06-01 8.7702362282413100 2009-07-01 8.5932515164979500 2009-08-01 8.7594830480319100 2009-09-01 8.6485032670812600 2009-10-01 8.6222675559788800 2009-11-01 8.5638381954457700 2009-12-01 8.5329801458010400 2010-01-01 8.5593497273950800 2010-02-01 8.4832159484222400 2010-03-01 8.5336264832553100 2010-04-01 8.5365659480200600 2010-05-01 8.5596762375510900 2010-06-01 8.5748011125834300 2010-07-01 8.6023022013299800 2010-08-01 8.6660976897800900 2010-09-01 8.7531813167060800 2010-10-01 8.8187060139349100 2010-11-01 8.8913279625137400 2010-12-01 8.9593333214986810 2011-01-01 8.9620545566254400 2011-02-01 8.9651636016300510 2011-03-01 9.1432218911121300 2011-04-01 9.3187236631711410 2011-05-01 9.4208180855807300 2011-06-01 9.5630099771629400 2011-07-01 9.5082482930912800 2011-08-01 9.4595391484184800 2011-09-01 9.5654839207553900 2011-10-01 9.6318168674712900 2011-11-01 9.7216424365189300 2011-12-01 9.8839962174382400 2012-01-01 10.0484303389150000 2012-02-01 10.1460375172321980 2012-03-01 10.2446466521400000 2012-04-01 10.2078638423201000 2012-05-01 10.2087647647045010 2012-06-01 10.2560785488881000 2012-07-01 10.2192789777381990 2012-08-01 10.2426272062019000 2012-09-01 10.3794470567505000 2012-10-01 10.2484737341688010 2012-11-01 10.0260064497184000 2012-12-01 9.9931961770496500 2013-01-01 9.9394337497111800 2013-02-01 9.9223383930903300 2013-03-01 9.8502159520174300 2013-04-01 9.8941521829927300 2013-05-01 10.0133843291755000 2013-06-01 10.1686407115065000 2013-07-01 10.0320525561805000 2013-08-01 10.1228727409106990 2013-09-01 10.0961642867810000 2013-10-01 10.0792006703214000 2013-11-01 10.1217981473748000 2013-12-01 10.1761827599140010 2014-01-01 10.2193254027093000 2014-02-01 10.2044647746858010 2014-03-01 10.2389486025844000 2014-04-01 10.2774249630692000 2014-05-01 10.2401491995866000 2014-06-01 10.2893964744919000 2014-07-01 10.3458343390194000 2014-08-01 10.3248619946586000 2014-09-01 10.3159191038695000 2014-10-01 10.1926508060618000 2014-11-01 10.3011108074196990 2014-12-01 10.2527391005562000 2015-01-01 10.2142770937844000 2015-02-01 10.1845595933551000 2015-03-01 10.1291255934270000 2015-04-01 10.0655130967416000 2015-05-01 9.9591399384487800 2015-06-01 9.9024396418081190 2015-07-01 9.8593376135332900 2015-08-01 9.8403295789786500 2015-09-01 9.8351361847219200 2015-10-01 9.7986855479900300 2015-11-01 9.7848247213195800 2015-12-01 9.8284294250271880 2016-01-01 9.8045821837127210 2016-02-01 9.7773665227639000 2016-03-01 9.7130508417130800 2016-04-01 9.6706059468412800 2016-05-01 9.6739110611870000 2016-06-01 9.6089341684800300 2016-07-01 9.5694735630257000 2016-08-01 9.5527599193242110 2016-09-01 9.5514846305771700 2016-10-01 9.5861160843790800 2016-11-01 9.5600313401877220 2016-12-01 9.5146180327572100 2017-01-01 9.5063151136599000 2017-02-01 9.5788722815981700 2017-03-01 9.6094313156063100 2017-04-01 9.6863403100394820 2017-05-01 9.6856653310096500 2017-06-01 9.8082382910749710 2017-07-01 9.7782394840556500 2017-08-01 9.7483437893373690 2017-09-01 9.7531000489013100 2017-10-01 9.7725066026789910 2017-11-01 9.8502259022556600 2017-12-01 9.8992797738262700 2018-01-01 10.0013437809931000 2018-02-01 9.9928667871551990 2018-03-01 10.1115150063254000 2018-04-01 10.1061506022699000 2018-05-01 10.1930944335398000 2018-06-01 10.2175791945308010 2018-07-01 10.2862934467451000 2018-08-01 10.3359047568619000 2018-09-01 10.3415865462925000 2018-10-01 10.3475879040992000 2018-11-01 10.4514247042864000 2018-12-01 10.4835175592107000 2019-01-01 10.3054615898671000 2019-02-01 10.3020469724085000 2019-03-01 10.2291625684589000 2019-04-01 10.2183655972627000 2019-05-01 10.2014492927168000 2019-06-01 10.3186572565978000 2019-07-01 10.1909030158150990 2019-08-01 10.2259109768186000 2019-09-01 10.2198338721758010 2019-10-01 10.2253136935773000 2019-11-01 10.1731168144239010 2019-12-01 10.1751401400689990 2020-01-01 10.1024397566047000 2020-02-01 10.2126119178924000 2020-03-01 10.2425094859944000 2020-04-01 9.8276911407601300 2020-05-01 9.7960111066542100 2020-06-01 9.7260484025884000 2020-07-01 9.7827201858397000 2020-08-01 9.8183149042314800 2020-09-01 10.0057694861231000 2020-10-01 10.0165994213521990 2020-11-01 9.9903981041126300 2020-12-01 10.0769565382168000 2021-01-01 10.0957672061414010 2021-02-01 10.1198459863673000 2021-03-01 10.1504216520381000 2021-04-01 10.2405577082679000 2021-05-01 10.1930227222926000 2021-06-01 10.4220200900666990 2021-07-01 10.5623595587661980 2021-08-01 10.5115251064953000 2021-09-01 10.5979050344558000 2021-10-01 10.6281056780321000 2021-11-01 10.7001631948660000 2021-12-01 10.7913332682010000 2022-01-01 10.8843516299733030 2022-02-01 11.0250855854170990 2022-03-01 11.1428897997294000 2022-04-01 11.2550381254795000 2022-05-01 11.3867683292535000 2022-06-01 11.4262770729173010 2022-07-01 11.5411264466673020 2022-08-01 11.6032489527464020 2022-09-01 11.6000307210248990 2022-10-01 11.6438799997664000 2022-11-01 11.6986524122141000 2022-12-01 11.7044522444478000 2023-01-01 11.7734599836727000 2023-02-01 11.7264772517624000 2023-03-01 11.7346316615245990 2023-04-01 11.6680948708830000