Federal Reserve Economic Data

Table Data - All Employees: Leisure and Hospitality: Accommodation and Food Services in Akron, OH (MSA)

Title All Employees: Leisure and Hospitality: Accommodation and Food Services in Akron, OH (MSA)
Series ID SMU39104207072000001SA
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 2024-12-01
Last Updated 2025-01-29 5:24 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. More information on X-13ARIMA-SEATS can be found here.

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.

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 21.834699663461500
1990-02-01 21.964822164395400
1990-03-01 22.071887687871800
1990-04-01 22.165849765878800
1990-05-01 22.052119837544303
1990-06-01 22.117824768013300
1990-07-01 22.119512729835100
1990-08-01 21.945224455022900
1990-09-01 22.224910769560104
1990-10-01 22.056324323630900
1990-11-01 21.817340023048395
1990-12-01 21.951235085116600
1991-01-01 22.127627742319900
1991-02-01 22.154145429913502
1991-03-01 22.065462023862500
1991-04-01 21.564816062746700
1991-05-01 21.631315748835696
1991-06-01 21.784245695959896
1991-07-01 22.135481555493100
1991-08-01 22.070956390824900
1991-09-01 22.255830322480897
1991-10-01 21.679176990410000
1991-11-01 21.829534976041497
1991-12-01 21.768871322019898
1992-01-01 21.492551425269898
1992-02-01 21.326503720715300
1992-03-01 21.247679253831500
1992-04-01 21.169386067721300
1992-05-01 21.193147272749300
1992-06-01 21.231247485336002
1992-07-01 21.270602893327700
1992-08-01 21.498843124877897
1992-09-01 21.503522174240200
1992-10-01 21.622007530670700
1992-11-01 21.653549567043200
1992-12-01 21.582537687576800
1993-01-01 21.457794125073000
1993-02-01 21.486128409897600
1993-03-01 21.219826101252100
1993-04-01 21.878155548174400
1993-05-01 22.139001604957600
1993-06-01 21.959676695907802
1993-07-01 21.911901530130702
1993-08-01 22.035737255689500
1993-09-01 22.144435538492303
1993-10-01 22.576870472290400
1993-11-01 22.602136694500200
1993-12-01 22.591543070605300
1994-01-01 22.930428069974298
1994-02-01 23.045075256522697
1994-03-01 22.986658568727400
1994-04-01 22.968668651004100
1994-05-01 23.091993403085100
1994-06-01 23.195799755305700
1994-07-01 23.148625266800000
1994-08-01 23.062225307796897
1994-09-01 23.177146176834697
1994-10-01 23.220292313016802
1994-11-01 23.667939600387896
1994-12-01 23.782070543145498
1995-01-01 24.217580606950897
1995-02-01 24.217225651105800
1995-03-01 24.352920131391700
1995-04-01 24.372080580426100
1995-05-01 24.455912348546100
1995-06-01 24.758137498586300
1995-07-01 24.459338354226897
1995-08-01 24.585156754517600
1995-09-01 24.590082491397702
1995-10-01 24.046275498461300
1995-11-01 24.220433372328100
1995-12-01 24.237849055768798
1996-01-01 24.116814054119800
1996-02-01 24.217552830695500
1996-03-01 24.142600386165800
1996-04-01 24.076543457187300
1996-05-01 24.261519456275600
1996-06-01 24.065479832306200
1996-07-01 24.050806634530602
1996-08-01 23.973729781228500
1996-09-01 24.067782519142900
1996-10-01 23.947758745660500
1996-11-01 24.052718817529897
1996-12-01 23.970556710835600
1997-01-01 24.328510242871500
1997-02-01 24.545464625437198
1997-03-01 24.542085633609300
1997-04-01 24.809644068490800
1997-05-01 24.594481444510603
1997-06-01 24.699552505218602
1997-07-01 24.627480318320302
1997-08-01 24.652636780854000
1997-09-01 24.417066279785300
1997-10-01 25.443799526023003
1997-11-01 25.236697678444600
1997-12-01 25.296522486626100
1998-01-01 25.250351252633900
1998-02-01 25.093853409511105
1998-03-01 25.259446258712398
1998-04-01 25.038473671516300
1998-05-01 25.358744063733898
1998-06-01 25.036403663529000
1998-07-01 25.106268107123498
1998-08-01 25.007685271558397
1998-09-01 24.963386100921003
1998-10-01 25.337057027260700
1998-11-01 25.403494063476700
1998-12-01 25.354426705720200
1999-01-01 25.054904616502103
1999-02-01 25.127813129592600
1999-03-01 25.068786582617100
1999-04-01 25.588444481673196
1999-05-01 25.512712275112300
1999-06-01 25.282863635907997
1999-07-01 25.986944751257300
1999-08-01 26.573432883146100
1999-09-01 26.516893292079303
1999-10-01 26.434139427355700
1999-11-01 26.334772257252997
1999-12-01 26.434764388310104
2000-01-01 25.556785617397800
2000-02-01 25.454037792322000
2000-03-01 25.499035224842100
2000-04-01 25.222445733555396
2000-05-01 25.059671464643900
2000-06-01 25.220475190778900
2000-07-01 25.176814514601700
2000-08-01 25.029174120787600
2000-09-01 25.176809770618302
2000-10-01 24.828128050749000
2000-11-01 24.978875278026600
2000-12-01 24.946213089352604
2001-01-01 24.356332779481896
2001-02-01 24.767235901905398
2001-03-01 24.822395877536398
2001-04-01 24.750257324321606
2001-05-01 24.783486155952000
2001-06-01 24.845456746106400
2001-07-01 24.759038667437600
2001-08-01 24.911766059654898
2001-09-01 24.651451938379804
2001-10-01 24.618517305159300
2001-11-01 24.831221696896300
2001-12-01 24.870003718832002
2002-01-01 25.658757021764302
2002-02-01 25.491241182998600
2002-03-01 25.455943126131896
2002-04-01 25.441073225371298
2002-05-01 25.482709988679800
2002-06-01 25.249411239136897
2002-07-01 25.340680713796395
2002-08-01 25.398448737165698
2002-09-01 25.460195403946500
2002-10-01 25.511205649458198
2002-11-01 25.409616282158300
2002-12-01 25.206244471240000
2003-01-01 25.157979344215697
2003-02-01 24.903269171614000
2003-03-01 25.067971576302000
2003-04-01 25.217201413211303
2003-05-01 25.361922223249998
2003-06-01 25.449485860658100
2003-07-01 25.622580968346700
2003-08-01 26.024831076921100
2003-09-01 25.891154206942602
2003-10-01 26.092430606995897
2003-11-01 26.196340268979100
2003-12-01 26.223295905267100
2004-01-01 26.050947979930200
2004-02-01 26.027968298273100
2004-03-01 25.979855471765400
2004-04-01 25.980295465468900
2004-05-01 25.932138930258603
2004-06-01 26.139502229073300
2004-07-01 26.213828190556600
2004-08-01 26.065714931730600
2004-09-01 26.125926805918500
2004-10-01 26.178445769111900
2004-11-01 26.099494534553500
2004-12-01 26.233676133123897
2005-01-01 26.437113072178000
2005-02-01 26.326371569151600
2005-03-01 26.574573882421300
2005-04-01 26.763571751799300
2005-05-01 26.809349730862900
2005-06-01 26.729734537025900
2005-07-01 26.406227920223397
2005-08-01 26.714439096561698
2005-09-01 26.648661946834900
2005-10-01 26.480754219767700
2005-11-01 26.515931973791300
2005-12-01 26.329716215809302
2006-01-01 26.312012754850503
2006-02-01 26.523580299775897
2006-03-01 26.560413624944896
2006-04-01 26.356673633058000
2006-05-01 26.184052678891696
2006-06-01 26.216706431390500
2006-07-01 26.222729633933803
2006-08-01 26.149994332989102
2006-09-01 26.159202391057000
2006-10-01 26.295709595694102
2006-11-01 26.427987323952102
2006-12-01 26.631278460656098
2007-01-01 26.703970082208098
2007-02-01 26.487870586681400
2007-03-01 26.646584252471400
2007-04-01 26.552875171722803
2007-05-01 26.569760094535898
2007-06-01 26.509582889130503
2007-07-01 26.446007840474200
2007-08-01 26.378547617492900
2007-09-01 26.057854876529800
2007-10-01 26.507714510125798
2007-11-01 26.334102230738303
2007-12-01 26.227265871747400
2008-01-01 26.203323305642300
2008-02-01 26.270818563352606
2008-03-01 25.943510173492303
2008-04-01 26.041094460038700
2008-05-01 26.358893477681605
2008-06-01 26.088094208417697
2008-07-01 26.271633133517700
2008-08-01 26.293611991468600
2008-09-01 26.159313149232503
2008-10-01 26.016992573703103
2008-11-01 25.937994816994400
2008-12-01 25.934302309868304
2009-01-01 25.821181202927300
2009-02-01 25.640749261066000
2009-03-01 25.550528207661100
2009-04-01 25.128246866306700
2009-05-01 25.150801508208104
2009-06-01 25.153766115865103
2009-07-01 24.872193328934998
2009-08-01 24.901407931242500
2009-09-01 25.076281907857698
2009-10-01 25.338307038582300
2009-11-01 25.062546023167800
2009-12-01 25.042273078146200
2010-01-01 25.023285588846303
2010-02-01 25.127828890343103
2010-03-01 25.148058853814803
2010-04-01 25.406690903096400
2010-05-01 25.226831020616900
2010-06-01 25.317658034596100
2010-07-01 25.370026870559100
2010-08-01 25.408568385569800
2010-09-01 25.522487280567500
2010-10-01 25.448329680077600
2010-11-01 25.486694567067700
2010-12-01 25.370415951711504
2011-01-01 25.227710589589700
2011-02-01 25.202085461045698
2011-03-01 25.245819558276500
2011-04-01 25.370247595476000
2011-05-01 25.289174888973900
2011-06-01 25.388987729155698
2011-07-01 25.364993675822000
2011-08-01 25.426222817871600
2011-09-01 25.303230236862998
2011-10-01 25.241422705212198
2011-11-01 25.301604056540604
2011-12-01 25.396312811040000
2012-01-01 25.513979201319604
2012-02-01 25.694466813721398
2012-03-01 25.845738877421500
2012-04-01 25.530758549926000
2012-05-01 25.536806764152400
2012-06-01 25.672938665078500
2012-07-01 25.664994983339700
2012-08-01 25.546965680304400
2012-09-01 25.693629921341300
2012-10-01 25.618378665580900
2012-11-01 25.715198007587198
2012-12-01 26.034744130614400
2013-01-01 26.185979148082200
2013-02-01 26.072133372489100
2013-03-01 26.252887530798997
2013-04-01 26.094972278601400
2013-05-01 26.377833178339700
2013-06-01 26.175685150243396
2013-07-01 26.474398202345398
2013-08-01 26.577152889307500
2013-09-01 26.474032949636896
2013-10-01 26.796854507364102
2013-11-01 26.723451803954600
2013-12-01 26.651698651850200
2014-01-01 26.652636887814600
2014-02-01 26.751986499210602
2014-03-01 26.740575496999302
2014-04-01 26.968539081367100
2014-05-01 26.935194619271197
2014-06-01 27.002021365686100
2014-07-01 26.901066431194100
2014-08-01 27.016446468884897
2014-09-01 26.926285819643700
2014-10-01 27.265374724516803
2014-11-01 27.325802600780200
2014-12-01 27.160077834716702
2015-01-01 27.228201810532102
2015-02-01 27.210564410286697
2015-03-01 27.209016073750700
2015-04-01 27.452239040514698
2015-05-01 27.524451769358700
2015-06-01 27.643142496422200
2015-07-01 27.755155314458300
2015-08-01 27.768347650448604
2015-09-01 27.849521560725798
2015-10-01 27.620893252017602
2015-11-01 27.700755035707502
2015-12-01 27.746089403279000
2016-01-01 28.025190759280300
2016-02-01 27.869947123802200
2016-03-01 27.856473234450302
2016-04-01 28.051164054802500
2016-05-01 28.149061531102000
2016-06-01 28.093288231920000
2016-07-01 28.118502739285397
2016-08-01 28.119052141157102
2016-09-01 28.032053628044700
2016-10-01 28.090843481154600
2016-11-01 28.173018138497500
2016-12-01 28.316406744738803
2017-01-01 28.220830267383200
2017-02-01 28.321640841893500
2017-03-01 28.604024013175398
2017-04-01 28.371475056738202
2017-05-01 28.297547423935900
2017-06-01 28.242496462549898
2017-07-01 28.276101289488600
2017-08-01 28.165049036510200
2017-09-01 28.193239942296902
2017-10-01 28.265288235442600
2017-11-01 28.138053949521300
2017-12-01 28.276968745974102
2018-01-01 28.720684519684703
2018-02-01 28.589989994215700
2018-03-01 28.665107742626500
2018-04-01 28.507676606256300
2018-05-01 28.750782161979900
2018-06-01 28.891655449697400
2018-07-01 28.998867631362400
2018-08-01 29.280205029862500
2018-09-01 29.447957606084103
2018-10-01 29.749319578199500
2018-11-01 29.814302051726603
2018-12-01 29.658161021102900
2019-01-01 29.510641656553100
2019-02-01 29.572607078323700
2019-03-01 29.666135300189600
2019-04-01 29.844484945287900
2019-05-01 29.403109264377500
2019-06-01 29.011396589697103
2019-07-01 29.177082542784300
2019-08-01 29.266006919417800
2019-09-01 29.523390001020400
2019-10-01 29.437720333923696
2019-11-01 29.700658986744700
2019-12-01 29.871278205724900
2020-01-01 29.794195701784300
2020-02-01 29.877662004795500
2020-03-01 28.893236986708400
2020-04-01 15.274767728951800
2020-05-01 18.247523688457800
2020-06-01 22.900473105348897
2020-07-01 24.013742026534600
2020-08-01 24.118994809377103
2020-09-01 24.413930596647397
2020-10-01 24.957253689667603
2020-11-01 24.613252870649300
2020-12-01 23.595276045267898
2021-01-01 23.864419272089100
2021-02-01 24.403775786472900
2021-03-01 24.233044721970803
2021-04-01 24.494925877749800
2021-05-01 24.884411982424800
2021-06-01 24.980247243658500
2021-07-01 25.615367559383300
2021-08-01 25.758027122919604
2021-09-01 25.222451923329896
2021-10-01 25.782218267561900
2021-11-01 25.945194484139105
2021-12-01 26.022989673752400
2022-01-01 26.244917265370496
2022-02-01 26.332572129596000
2022-03-01 26.360242162954197
2022-04-01 26.609315330336198
2022-05-01 26.606700570129000
2022-06-01 26.864793071647803
2022-07-01 26.926726606469103
2022-08-01 26.795476107191200
2022-09-01 26.840184517680200
2022-10-01 27.002214156597700
2022-11-01 27.081139958900200
2022-12-01 27.138160550911497
2023-01-01 27.634861562625300
2023-02-01 27.757900450993400
2023-03-01 27.872825962749900
2023-04-01 27.818351487323800
2023-05-01 27.928785474649500
2023-06-01 28.054023434920600
2023-07-01 27.959098481524897
2023-08-01 28.056622364627103
2023-09-01 27.856255708460400
2023-10-01 27.905185614352998
2023-11-01 27.907982655688702
2023-12-01 27.845478671390700
2024-01-01 27.735704598199895
2024-02-01 27.673465821414700
2024-03-01 27.870081076861602
2024-04-01 27.924392884280100
2024-05-01 27.940955516196500
2024-06-01 28.048185014102900
2024-07-01 28.437593412384896
2024-08-01 28.536584126442400
2024-09-01 28.765912890469497
2024-10-01 28.804613872687604
2024-11-01 28.615625927137604
2024-12-01 29.134167806077800

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