NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Manufacturing in Akron, OH (MSA) Series ID: AKRO439MFG 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 2024-04-01 Last Updated: 2024-05-18 5:47 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/AKRO439MFGN). 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 58.960840611744500 1990-02-01 59.159526811004500 1990-03-01 59.358129443401600 1990-04-01 59.456770861154100 1990-05-01 59.559876124076300 1990-06-01 59.537844518660300 1990-07-01 59.510698978008100 1990-08-01 60.107710816933796 1990-09-01 59.884679946645605 1990-10-01 59.407975756511895 1990-11-01 59.159083019303395 1990-12-01 58.841852389259200 1991-01-01 58.314420267697600 1991-02-01 56.513620615894204 1991-03-01 56.862700353898710 1991-04-01 56.835110239757995 1991-05-01 56.869639167706500 1991-06-01 56.986333265808000 1991-07-01 56.921218173177500 1991-08-01 56.148333783976000 1991-09-01 56.707314661579105 1991-10-01 56.737619382696295 1991-11-01 56.863692409514900 1991-12-01 56.891138245178100 1992-01-01 55.741299861767500 1992-02-01 55.733009152228100 1992-03-01 55.461909082988210 1992-04-01 56.204249290151610 1992-05-01 56.388567052109500 1992-06-01 56.493199607373600 1992-07-01 56.445957999275900 1992-08-01 56.623087015685904 1992-09-01 56.722037700893100 1992-10-01 56.891664102989594 1992-11-01 56.861519698644400 1992-12-01 57.005925561585400 1993-01-01 57.251885014161100 1993-02-01 57.305047131885700 1993-03-01 57.055048317226706 1993-04-01 56.954244107074700 1993-05-01 56.733103772006210 1993-06-01 56.837791236330500 1993-07-01 57.083212859528400 1993-08-01 57.115721230338710 1993-09-01 57.237190851686000 1993-10-01 56.548078438837200 1993-11-01 57.421628673351606 1993-12-01 57.504675970212710 1994-01-01 57.514023956347500 1994-02-01 57.587587753613704 1994-03-01 57.835543628243200 1994-04-01 57.804142336114500 1994-05-01 58.353611773211895 1994-06-01 58.411805424761600 1994-07-01 58.960473379958600 1994-08-01 59.104897553187000 1994-09-01 59.367393996049700 1994-10-01 59.390990071598104 1994-11-01 60.011349082413595 1994-12-01 60.057449895257600 1995-01-01 60.182060405431300 1995-02-01 60.265666641059800 1995-03-01 60.413423314611600 1995-04-01 60.525127041343100 1995-05-01 60.361327180113896 1995-06-01 60.207823759357500 1995-07-01 60.337176503470204 1995-08-01 60.471850287498100 1995-09-01 60.661493816284704 1995-10-01 60.733230938398200 1995-11-01 60.624843287988100 1995-12-01 60.360042796484900 1996-01-01 60.047618127422600 1996-02-01 60.080025710833100 1996-03-01 59.782901268522700 1996-04-01 59.653747875837300 1996-05-01 59.713359252860900 1996-06-01 59.827846489119610 1996-07-01 59.581228977413800 1996-08-01 59.720814870308196 1996-09-01 59.396326643780900 1996-10-01 59.919968727659900 1996-11-01 59.794391484724100 1996-12-01 59.885279446713604 1997-01-01 59.046345660722500 1997-02-01 59.128153780789300 1997-03-01 59.072670973554004 1997-04-01 58.963118235374500 1997-05-01 58.756334607239296 1997-06-01 58.684329389963295 1997-07-01 57.662673237847000 1997-08-01 58.549726442649295 1997-09-01 58.310804470088605 1997-10-01 59.834489744432900 1997-11-01 59.939728267099106 1997-12-01 60.007751250099710 1998-01-01 58.921286104663900 1998-02-01 58.918939456863390 1998-03-01 59.206806870498895 1998-04-01 59.722775415475400 1998-05-01 59.504320471765600 1998-06-01 59.077322031627205 1998-07-01 58.408182814761496 1998-08-01 58.954643254965500 1998-09-01 59.660065823577696 1998-10-01 59.025171525179300 1998-11-01 59.153996045291000 1998-12-01 59.312419691137800 1999-01-01 59.799764403758200 1999-02-01 59.422602479704100 1999-03-01 59.278854380623400 1999-04-01 59.617194310859205 1999-05-01 59.724026915801000 1999-06-01 59.735430115870510 1999-07-01 58.761660425195890 1999-08-01 59.499535002122200 1999-09-01 59.541053670112106 1999-10-01 59.335285084094600 1999-11-01 59.229376231637104 1999-12-01 59.114397615937605 2000-01-01 59.225317677432500 2000-02-01 59.161695892707210 2000-03-01 58.932275406452600 2000-04-01 58.971077861755894 2000-05-01 58.985888113227700 2000-06-01 59.322973187570400 2000-07-01 58.899645510673890 2000-08-01 58.598047231421006 2000-09-01 57.706101349933206 2000-10-01 58.083182152203904 2000-11-01 58.112466751651300 2000-12-01 57.514757285713300 2001-01-01 56.028621601689800 2001-02-01 55.610710603535004 2001-03-01 55.237841943150100 2001-04-01 54.701336204007596 2001-05-01 54.061940378524596 2001-06-01 53.813694718800605 2001-07-01 51.845925601316790 2001-08-01 52.589246170129606 2001-09-01 52.082160747140996 2001-10-01 51.598771910989896 2001-11-01 51.418719956838210 2001-12-01 51.335703368001400 2002-01-01 50.085382479996900 2002-02-01 49.775138689920205 2002-03-01 49.811253626595710 2002-04-01 49.611192072098795 2002-05-01 49.876064793536800 2002-06-01 49.859970074825400 2002-07-01 50.076082392858710 2002-08-01 49.929556305906296 2002-09-01 49.881857115416900 2002-10-01 49.759777142374710 2002-11-01 49.631935428777396 2002-12-01 49.381705500775006 2003-01-01 49.774294772868004 2003-02-01 49.991148610871400 2003-03-01 49.878407353246600 2003-04-01 49.966084455050600 2003-05-01 49.758291977329904 2003-06-01 49.658068894850700 2003-07-01 49.653269447144700 2003-08-01 49.521264082519295 2003-09-01 49.500991211650295 2003-10-01 49.663916203334500 2003-11-01 49.514908900979700 2003-12-01 49.413572130419205 2004-01-01 49.346722222971295 2004-02-01 49.301789982364900 2004-03-01 49.439195792230606 2004-04-01 49.447463061260800 2004-05-01 49.624925806434200 2004-06-01 49.732943082131000 2004-07-01 49.251795133673895 2004-08-01 49.843916517125700 2004-09-01 49.808279075915095 2004-10-01 49.720671975724900 2004-11-01 49.764184130260600 2004-12-01 49.695466677092800 2005-01-01 49.373353073513300 2005-02-01 49.684454827044604 2005-03-01 49.825586347869700 2005-04-01 49.569831745319010 2005-05-01 49.340721911097600 2005-06-01 49.131879494652100 2005-07-01 48.956419430485710 2005-08-01 48.786368469371300 2005-09-01 48.603079345385300 2005-10-01 48.456671331328494 2005-11-01 48.372539975654000 2005-12-01 47.997520019969400 2006-01-01 48.159907795260800 2006-02-01 48.281819258805400 2006-03-01 48.442948278015390 2006-04-01 48.280967443765604 2006-05-01 48.102309517343800 2006-06-01 48.258378610253900 2006-07-01 47.455626900336200 2006-08-01 47.725455503644200 2006-09-01 47.678289250329600 2006-10-01 47.532220733515300 2006-11-01 47.366301128359495 2006-12-01 47.270624753442000 2007-01-01 47.585766765203196 2007-02-01 47.070109733415606 2007-03-01 46.920886685717200 2007-04-01 46.830712935115500 2007-05-01 46.902711024891794 2007-06-01 46.917400584633505 2007-07-01 46.851923140606200 2007-08-01 46.550515056732600 2007-09-01 46.350828291318400 2007-10-01 45.956381658753700 2007-11-01 45.961234862423400 2007-12-01 45.850729082192200 2008-01-01 45.618894002752110 2008-02-01 45.483434982325896 2008-03-01 45.384469048647794 2008-04-01 45.248044631130895 2008-05-01 45.195167924510300 2008-06-01 45.087279618628100 2008-07-01 44.865597999568200 2008-08-01 44.627792763423500 2008-09-01 44.238972274444800 2008-10-01 43.961710360994200 2008-11-01 43.412539253109100 2008-12-01 42.708405773751004 2009-01-01 41.753441995337000 2009-02-01 40.801402629501300 2009-03-01 39.730540662273100 2009-04-01 38.886901355931200 2009-05-01 38.146565583055300 2009-06-01 37.335404346427700 2009-07-01 36.763841104725900 2009-08-01 36.876239612626400 2009-09-01 36.930883716705000 2009-10-01 36.927016546324000 2009-11-01 36.936529215092200 2009-12-01 37.032997878596504 2010-01-01 37.046696722613504 2010-02-01 37.239222228357896 2010-03-01 37.511067622744800 2010-04-01 37.652363292484495 2010-05-01 37.740699672288790 2010-06-01 37.732961911593800 2010-07-01 37.846754738001710 2010-08-01 37.908079525425000 2010-09-01 37.740836759917900 2010-10-01 37.737098310851700 2010-11-01 37.807418939868200 2010-12-01 37.922793912983710 2011-01-01 38.146839679049600 2011-02-01 38.268986552177500 2011-03-01 38.377942974819500 2011-04-01 38.604811088447100 2011-05-01 38.706693513104000 2011-06-01 38.877925419991200 2011-07-01 39.214207427512704 2011-08-01 39.182044877366800 2011-09-01 39.247850686140204 2011-10-01 39.371850426647100 2011-11-01 39.475964661975496 2011-12-01 39.403993520692396 2012-01-01 39.767968679368600 2012-02-01 39.884741147197600 2012-03-01 40.043520898036704 2012-04-01 40.062916823164500 2012-05-01 40.162525526427004 2012-06-01 40.220542044956105 2012-07-01 40.195508692802896 2012-08-01 40.294013034427294 2012-09-01 40.366086747211600 2012-10-01 40.280864994074300 2012-11-01 40.207942862966110 2012-12-01 40.072831124689100 2013-01-01 40.064139024720400 2013-02-01 39.974078754066700 2013-03-01 40.036859110818500 2013-04-01 39.933812417524900 2013-05-01 39.939951046065800 2013-06-01 39.987170491257600 2013-07-01 39.991274334559606 2013-08-01 39.832959391230000 2013-09-01 39.784904711078504 2013-10-01 39.773129252924300 2013-11-01 39.812721593263400 2013-12-01 39.899031010017900 2014-01-01 39.860709868610290 2014-02-01 39.949162016347710 2014-03-01 39.857474241936200 2014-04-01 40.005113673083600 2014-05-01 40.023967126293300 2014-06-01 39.979238413520500 2014-07-01 40.006492352317600 2014-08-01 40.041947400428704 2014-09-01 40.094135885161290 2014-10-01 40.263458804054900 2014-11-01 40.316822057108700 2014-12-01 40.336614588749400 2015-01-01 40.450876660868700 2015-02-01 40.435300964083500 2015-03-01 40.458691807246296 2015-04-01 40.389007007195700 2015-05-01 40.329077066692290 2015-06-01 40.259501244705300 2015-07-01 40.206116224274600 2015-08-01 40.126564973515700 2015-09-01 40.296700104871896 2015-10-01 40.272156602403996 2015-11-01 40.536035331695710 2015-12-01 40.673331172271105 2016-01-01 39.969698049695790 2016-02-01 39.908419361341900 2016-03-01 39.756503156171796 2016-04-01 39.788150327185896 2016-05-01 39.731231868115500 2016-06-01 39.419921334719795 2016-07-01 39.585863448112400 2016-08-01 39.593669360242500 2016-09-01 39.599539089712295 2016-10-01 39.397148194560500 2016-11-01 39.278533219790000 2016-12-01 39.230883114631700 2017-01-01 39.293237348191000 2017-02-01 39.274249905631800 2017-03-01 39.407684061119400 2017-04-01 39.401671222212800 2017-05-01 39.330432752909005 2017-06-01 39.383168052562700 2017-07-01 39.357846354536900 2017-08-01 39.285559052075800 2017-09-01 39.221398173763000 2017-10-01 39.224008762925800 2017-11-01 39.199620456807200 2017-12-01 39.177297886840700 2018-01-01 39.114631116377100 2018-02-01 39.307603952389705 2018-03-01 39.074264086774800 2018-04-01 39.123374411921200 2018-05-01 39.224399329102200 2018-06-01 39.366194320062704 2018-07-01 39.437418069008395 2018-08-01 39.510772002430600 2018-09-01 39.532551170103105 2018-10-01 39.547469067755706 2018-11-01 39.615174943594700 2018-12-01 39.807663659426105 2019-01-01 39.908890396179790 2019-02-01 39.955136886009605 2019-03-01 40.115828896440700 2019-04-01 40.030833928144600 2019-05-01 40.031310656764900 2019-06-01 39.784974582084200 2019-07-01 39.623012238270796 2019-08-01 39.670498804479300 2019-09-01 39.550053996371396 2019-10-01 39.545950619513604 2019-11-01 39.499021402200400 2019-12-01 39.226515915968500 2020-01-01 39.502163746653100 2020-02-01 39.108613581109710 2020-03-01 38.981162619942600 2020-04-01 34.221169350245700 2020-05-01 35.751109385318400 2020-06-01 36.296829966621500 2020-07-01 36.203372621709704 2020-08-01 36.235255671216800 2020-09-01 36.555326186413700 2020-10-01 36.344562874345100 2020-11-01 36.624341952149000 2020-12-01 36.823610058295600 2021-01-01 36.887811859745300 2021-02-01 37.007276839262400 2021-03-01 37.138025320412700 2021-04-01 36.977860058750800 2021-05-01 36.950967961804000 2021-06-01 37.013028679492200 2021-07-01 37.189996240601700 2021-08-01 37.166465649817600 2021-09-01 37.186152217961900 2021-10-01 37.542313070330100 2021-11-01 37.558037437631400 2021-12-01 37.533141906339600 2022-01-01 37.570341805132400 2022-02-01 37.724738982044800 2022-03-01 37.825571650757000 2022-04-01 37.828264240775795 2022-05-01 37.820533074890400 2022-06-01 37.799729404436200 2022-07-01 37.694892529220100 2022-08-01 37.763981635985395 2022-09-01 37.801922661308900 2022-10-01 37.866600020703200 2022-11-01 37.821266645759200 2022-12-01 37.934634701849205 2023-01-01 37.941086028461704 2023-02-01 37.858535210525900 2023-03-01 37.923469365534004 2023-04-01 37.982582522303600 2023-05-01 37.978310643720704 2023-06-01 37.893536280539800 2023-07-01 37.898661106727000 2023-08-01 37.842486810299200 2023-09-01 37.718893981761106 2023-10-01 37.595425492530700 2023-11-01 37.553072354537500 2023-12-01 37.550315696931400 2024-01-01 37.620629215534000 2024-02-01 37.571662514564710 2024-03-01 37.533121633263995 2024-04-01 37.562747239517400