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: Leisure and Hospitality in Akron, OH (MSA) Series ID: AKRO439LEIH 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 6:35 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/AKRO439LEIHN). 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 27.165017534858304 1990-02-01 27.178770876808098 1990-03-01 27.802398229006900 1990-04-01 27.289632885401396 1990-05-01 26.818810059592800 1990-06-01 26.719211741836800 1990-07-01 26.992709974798398 1990-08-01 26.744514683272400 1990-09-01 26.819949985895600 1990-10-01 26.971345378158100 1990-11-01 27.347570352247500 1990-12-01 27.268255748154896 1991-01-01 27.453196490706300 1991-02-01 27.354403324772100 1991-03-01 27.500233582200200 1991-04-01 27.301661686265000 1991-05-01 27.607628659973300 1991-06-01 27.919054614097700 1991-07-01 27.515894229503196 1991-08-01 27.451081024843603 1991-09-01 27.818144898623000 1991-10-01 27.183085596715397 1991-11-01 27.147231280128900 1991-12-01 27.079704045077300 1992-01-01 27.229718901344800 1992-02-01 27.222667102721896 1992-03-01 27.088325061855800 1992-04-01 27.852321054390103 1992-05-01 27.282690734646900 1992-06-01 27.280089347610000 1992-07-01 27.571677113104300 1992-08-01 27.753695713346400 1992-09-01 27.409869453752602 1992-10-01 27.890994553257798 1992-11-01 27.372530023621803 1992-12-01 27.580532982600000 1993-01-01 27.005860322022600 1993-02-01 27.089873136091900 1993-03-01 27.072862223806500 1993-04-01 27.528672373725602 1993-05-01 27.236004752943000 1993-06-01 27.037190756325900 1993-07-01 27.121468123040800 1993-08-01 27.255637197663397 1993-09-01 27.516687992903400 1993-10-01 27.669071382006102 1993-11-01 28.076915022834000 1993-12-01 28.060027187026400 1994-01-01 28.745824846248100 1994-02-01 28.911356480382900 1994-03-01 29.368734787968997 1994-04-01 28.191440896289500 1994-05-01 28.161966195989000 1994-06-01 28.555560979213000 1994-07-01 28.760041555133000 1994-08-01 28.868129767689098 1994-09-01 29.031290659370605 1994-10-01 28.626810616439200 1994-11-01 29.274149106941200 1994-12-01 29.426211060912800 1995-01-01 29.816242177845100 1995-02-01 29.991723696507698 1995-03-01 30.491142951582700 1995-04-01 30.227705827024497 1995-05-01 30.067605196011897 1995-06-01 30.900184855057898 1995-07-01 30.622352698574700 1995-08-01 30.879738063590498 1995-09-01 30.986161720132298 1995-10-01 29.567004824859300 1995-11-01 29.513497492823202 1995-12-01 29.853963107513900 1996-01-01 30.050295672954697 1996-02-01 30.151221357260800 1996-03-01 30.155036254970800 1996-04-01 29.837213960538300 1996-05-01 30.387762765719500 1996-06-01 30.222642704816398 1996-07-01 30.136086655573300 1996-08-01 30.155243195326600 1996-09-01 30.452509425429803 1996-10-01 30.412696888009000 1996-11-01 30.552192781862900 1996-12-01 30.240376153341998 1997-01-01 30.308313015307103 1997-02-01 30.557175843170800 1997-03-01 30.551573606225702 1997-04-01 30.819956480511603 1997-05-01 30.833860236755700 1997-06-01 31.082086073759900 1997-07-01 30.884697165875696 1997-08-01 30.974059402390200 1997-09-01 31.057412509061304 1997-10-01 31.377326639194997 1997-11-01 30.962469098590997 1997-12-01 31.307524131648503 1998-01-01 31.397172952164397 1998-02-01 31.258279319101803 1998-03-01 31.455530406614000 1998-04-01 32.578828350392500 1998-05-01 31.845127107854900 1998-06-01 31.134495315676304 1998-07-01 31.423670994244300 1998-08-01 30.941107070930702 1998-09-01 30.963248654973600 1998-10-01 31.877341595776200 1998-11-01 31.513587771874800 1998-12-01 31.416777088449102 1999-01-01 31.312112291534902 1999-02-01 31.498283259603300 1999-03-01 31.526804615871500 1999-04-01 32.961102209195400 1999-05-01 32.108197247493500 1999-06-01 31.504099586784700 1999-07-01 32.561705426204100 1999-08-01 32.797042770278900 1999-09-01 32.838345076309600 1999-10-01 32.816979943560400 1999-11-01 32.798524576324000 1999-12-01 32.896491717286100 2000-01-01 32.043812388685800 2000-02-01 31.962970256048300 2000-03-01 32.166708924827200 2000-04-01 32.162074272621700 2000-05-01 31.808063427121397 2000-06-01 31.872924965965200 2000-07-01 31.851901891656400 2000-08-01 31.753487611875300 2000-09-01 31.262985347656500 2000-10-01 31.152219621621900 2000-11-01 31.363504853745305 2000-12-01 31.637984187676700 2001-01-01 30.893521109814802 2001-02-01 31.065641856604700 2001-03-01 30.961561781218800 2001-04-01 30.672507720204500 2001-05-01 30.694394222496900 2001-06-01 30.771005769516300 2001-07-01 30.591176678638600 2001-08-01 30.667569231705603 2001-09-01 30.443559420128604 2001-10-01 30.479371861830202 2001-11-01 30.646184946854802 2001-12-01 30.438964299858497 2002-01-01 31.195985076877303 2002-02-01 31.019435269042003 2002-03-01 30.927142475870700 2002-04-01 30.754952161291200 2002-05-01 30.762092627694503 2002-06-01 31.192922394934800 2002-07-01 30.898577389694700 2002-08-01 30.838278652424304 2002-09-01 30.910550177453900 2002-10-01 30.677068644720503 2002-11-01 30.341307281072800 2002-12-01 30.358470628551697 2003-01-01 30.579407211466304 2003-02-01 30.239855777093602 2003-03-01 30.252582590115900 2003-04-01 30.617075436150300 2003-05-01 30.803360969391800 2003-06-01 30.648385342574100 2003-07-01 31.042519430467400 2003-08-01 31.183222209534396 2003-09-01 31.180327217433200 2003-10-01 31.475629080463700 2003-11-01 31.303573261688800 2003-12-01 31.457639015156698 2004-01-01 31.462694625962200 2004-02-01 31.451254507060700 2004-03-01 31.353341494982200 2004-04-01 31.369339286985300 2004-05-01 31.416279026759895 2004-06-01 31.332254247189700 2004-07-01 31.417073535848303 2004-08-01 31.359386918473300 2004-09-01 31.584698176894697 2004-10-01 31.492502318354695 2004-11-01 31.522991235373800 2004-12-01 31.194662273076702 2005-01-01 31.582592293391198 2005-02-01 31.437541335827000 2005-03-01 31.628948630698800 2005-04-01 31.835088905240898 2005-05-01 31.506836398389200 2005-06-01 31.724047054356200 2005-07-01 31.624036383526200 2005-08-01 31.772962844182700 2005-09-01 32.114103455223900 2005-10-01 31.731896164046300 2005-11-01 31.706503037703100 2005-12-01 31.566084530736700 2006-01-01 31.415595920314400 2006-02-01 31.521062687890200 2006-03-01 31.390941272427803 2006-04-01 31.315699792696700 2006-05-01 31.180028100447500 2006-06-01 31.318655768876500 2006-07-01 31.957185374523600 2006-08-01 31.810923511652800 2006-09-01 31.368304118873400 2006-10-01 30.867853789432600 2006-11-01 31.365685853983003 2006-12-01 31.290801064531102 2007-01-01 31.570496265324000 2007-02-01 31.489434531209103 2007-03-01 31.663455735067700 2007-04-01 31.406148151566700 2007-05-01 31.154578670433500 2007-06-01 32.092965748668110 2007-07-01 31.710337547002002 2007-08-01 31.579088166846198 2007-09-01 31.309250853374300 2007-10-01 31.074799342968900 2007-11-01 31.227029632519496 2007-12-01 31.101107352843500 2008-01-01 31.018436471921300 2008-02-01 31.104145130213798 2008-03-01 30.763968190692700 2008-04-01 30.673600268100200 2008-05-01 30.829142520258900 2008-06-01 30.460922771935100 2008-07-01 30.333555223546600 2008-08-01 30.430537657318503 2008-09-01 30.470115607917800 2008-10-01 30.468442933611197 2008-11-01 30.394955985822300 2008-12-01 30.521905362699600 2009-01-01 30.281905261625900 2009-02-01 30.020201323204798 2009-03-01 29.904864220843300 2009-04-01 29.619500009565200 2009-05-01 29.612210587603300 2009-06-01 29.298869430226603 2009-07-01 28.935922538068700 2009-08-01 28.971305428614100 2009-09-01 29.422558936186500 2009-10-01 29.448459540214895 2009-11-01 29.392423031305800 2009-12-01 29.469840643966700 2010-01-01 29.227753415293304 2010-02-01 29.265867231174700 2010-03-01 29.380950486941000 2010-04-01 29.747642732797900 2010-05-01 29.207309958638100 2010-06-01 29.412625207536397 2010-07-01 29.182457820799900 2010-08-01 29.269555209374500 2010-09-01 29.598127613015600 2010-10-01 29.638142396777603 2010-11-01 29.722053935727300 2010-12-01 29.540244923605800 2011-01-01 29.477697139069600 2011-02-01 29.407870092342602 2011-03-01 29.585916627166400 2011-04-01 29.662866831355800 2011-05-01 29.500478537473900 2011-06-01 29.501700370048400 2011-07-01 29.614088005918497 2011-08-01 29.644507022365500 2011-09-01 29.379435179060000 2011-10-01 29.422593698653603 2011-11-01 29.557037720123702 2011-12-01 29.242950796258000 2012-01-01 29.618195334244800 2012-02-01 29.873337088526500 2012-03-01 29.802799474146298 2012-04-01 29.786404986152803 2012-05-01 29.772914251681800 2012-06-01 30.001016646897398 2012-07-01 30.007347971997800 2012-08-01 29.979259035488898 2012-09-01 30.180993029497900 2012-10-01 29.731203282619400 2012-11-01 29.990442706642497 2012-12-01 30.265694533922100 2013-01-01 30.456521122371697 2013-02-01 30.428921059323898 2013-03-01 30.319795492591000 2013-04-01 30.309513305898300 2013-05-01 31.021666939305803 2013-06-01 30.711637354797100 2013-07-01 30.939191523486000 2013-08-01 30.925999977697803 2013-09-01 30.869443956477700 2013-10-01 31.032911659771800 2013-11-01 31.102837305142700 2013-12-01 31.668961689275196 2014-01-01 31.592254925075000 2014-02-01 31.696207074732104 2014-03-01 31.705164244005104 2014-04-01 31.947027649486700 2014-05-01 31.980892728850602 2014-06-01 31.958242820887500 2014-07-01 31.889218150217800 2014-08-01 32.082376964955300 2014-09-01 31.758347525580398 2014-10-01 32.424726722062300 2014-11-01 32.597696246715500 2014-12-01 32.238161579199800 2015-01-01 32.227089453800000 2015-02-01 32.241006117603895 2015-03-01 32.346705001480400 2015-04-01 32.513349369963200 2015-05-01 32.677774939391696 2015-06-01 32.728365504405396 2015-07-01 33.002793885243500 2015-08-01 32.965672299149200 2015-09-01 32.924168769997200 2015-10-01 32.479549195670400 2015-11-01 32.725457648510500 2015-12-01 32.592649737929200 2016-01-01 32.875108259455300 2016-02-01 32.776186769261100 2016-03-01 32.658995167725800 2016-04-01 33.203113933529500 2016-05-01 33.327231353580500 2016-06-01 33.346417314607100 2016-07-01 33.219637189844500 2016-08-01 33.241171335164196 2016-09-01 33.274046173854100 2016-10-01 33.224511055284700 2016-11-01 33.326893959456200 2016-12-01 33.422837999319000 2017-01-01 33.008849217638200 2017-02-01 33.283249181765100 2017-03-01 33.485121977376400 2017-04-01 33.449293085216304 2017-05-01 33.233483144499300 2017-06-01 33.269066285652200 2017-07-01 33.222284566299500 2017-08-01 33.211988572364994 2017-09-01 33.178097078133696 2017-10-01 33.356385352320300 2017-11-01 33.184692863940604 2017-12-01 33.556570548024204 2018-01-01 33.670630016024200 2018-02-01 33.805314828087695 2018-03-01 33.841847965773304 2018-04-01 33.528841512119000 2018-05-01 33.966367004373300 2018-06-01 34.089464143857400 2018-07-01 34.043624316623300 2018-08-01 34.335601970804800 2018-09-01 34.475154951516000 2018-10-01 34.690840253857700 2018-11-01 34.752644441266100 2018-12-01 34.616839471810195 2019-01-01 34.652217131507605 2019-02-01 34.762239237877104 2019-03-01 34.750297960255295 2019-04-01 34.825479998251900 2019-05-01 34.474805098901804 2019-06-01 34.048126288721400 2019-07-01 33.897824660024400 2019-08-01 34.025668522350500 2019-09-01 34.155075832012100 2019-10-01 34.247421138734495 2019-11-01 34.344717318208500 2019-12-01 34.756670645580400 2020-01-01 35.065604485415300 2020-02-01 35.156575819226000 2020-03-01 34.085748413526304 2020-04-01 17.982758787236897 2020-05-01 20.528818496634000 2020-06-01 26.151215629525800 2020-07-01 27.196432745725197 2020-08-01 27.377751283293900 2020-09-01 28.254524776649000 2020-10-01 28.652737468238396 2020-11-01 28.414441554315300 2020-12-01 27.022160105058500 2021-01-01 27.972583821381900 2021-02-01 28.503225619809200 2021-03-01 28.618593596475800 2021-04-01 28.711689806410497 2021-05-01 29.026754625754700 2021-06-01 29.179482826931700 2021-07-01 29.785087981021800 2021-08-01 29.927992429636102 2021-09-01 29.759367744327896 2021-10-01 30.104883250191698 2021-11-01 30.246377456642104 2021-12-01 30.001898067650398 2022-01-01 30.192087831285500 2022-02-01 30.366483423542900 2022-03-01 30.613923113953500 2022-04-01 31.092744895315700 2022-05-01 31.287959266159703 2022-06-01 31.496857352655603 2022-07-01 31.592846607282600 2022-08-01 31.476108356701600 2022-09-01 31.700301893677100 2022-10-01 31.666081525930200 2022-11-01 31.719532471742300 2022-12-01 32.056934034483600 2023-01-01 32.700162040692604 2023-02-01 33.034867846540900 2023-03-01 32.781995346682400 2023-04-01 32.859413060452800 2023-05-01 32.934121775913404 2023-06-01 33.015962514792700 2023-07-01 32.845031018271800 2023-08-01 32.952367109248800 2023-09-01 32.832722758311895 2023-10-01 32.922966937077900 2023-11-01 33.000403342892500 2023-12-01 33.197159501834896 2024-01-01 33.095742042307200 2024-02-01 32.864109012215200 2024-03-01 33.344272449742700 2024-04-01 33.213374063695200