Federal Reserve Economic Data

Table Data - All Employees: Leisure and Hospitality: Accommodation in Ohio

Title All Employees: Leisure and Hospitality: Accommodation in Ohio
Series ID SMU39000007072100001SA
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 38.570006340738700
1990-02-01 38.334935795411100
1990-03-01 38.301798711384200
1990-04-01 37.594422422352500
1990-05-01 37.133608257476100
1990-06-01 37.633321625603800
1990-07-01 37.294914826373000
1990-08-01 37.449325485793710
1990-09-01 37.187501567149000
1990-10-01 37.140273311452205
1990-11-01 37.402978731910200
1990-12-01 37.957120385555800
1991-01-01 36.873048723721900
1991-02-01 36.849670622911205
1991-03-01 36.634109199542200
1991-04-01 36.648127882430000
1991-05-01 36.347057517226600
1991-06-01 36.114918766097900
1991-07-01 36.071061368818896
1991-08-01 36.127074286615404
1991-09-01 35.969195324143600
1991-10-01 35.958436285925295
1991-11-01 35.946939122077104
1991-12-01 36.278515932705396
1992-01-01 35.286808815233200
1992-02-01 35.064864531950500
1992-03-01 35.071171360872400
1992-04-01 34.586706322220800
1992-05-01 34.877112234697100
1992-06-01 34.689127041239900
1992-07-01 34.607165766486695
1992-08-01 34.279867208084504
1992-09-01 34.414162450412604
1992-10-01 34.899924592346004
1992-11-01 34.433097063966300
1992-12-01 34.699240751127800
1993-01-01 35.227039799784400
1993-02-01 34.902119895016604
1993-03-01 34.493579020292600
1993-04-01 35.043452552485110
1993-05-01 34.803643435508300
1993-06-01 34.624521645917600
1993-07-01 34.721966511363300
1993-08-01 34.516571157889600
1993-09-01 34.662974518071900
1993-10-01 34.458538523051600
1993-11-01 34.640715142750395
1993-12-01 34.715442733910800
1994-01-01 35.077566230615396
1994-02-01 35.025294188348200
1994-03-01 35.217487352311900
1994-04-01 35.707328973964295
1994-05-01 35.429813812115505
1994-06-01 35.967089332064300
1994-07-01 35.347432093980295
1994-08-01 35.430260249792300
1994-09-01 35.204520865563396
1994-10-01 35.337021799165000
1994-11-01 35.024748089339800
1994-12-01 34.904586495954800
1995-01-01 35.037361664720100
1995-02-01 35.271341181552000
1995-03-01 34.934733558803900
1995-04-01 34.412223219336200
1995-05-01 34.231090327054700
1995-06-01 34.485910411279505
1995-07-01 35.008882757761604
1995-08-01 34.856416261017500
1995-09-01 34.994349379676600
1995-10-01 34.475357328567900
1995-11-01 34.447454255486200
1995-12-01 34.461508305367000
1996-01-01 34.109353872638600
1996-02-01 34.212675699220300
1996-03-01 34.368768705682500
1996-04-01 34.442468107897800
1996-05-01 34.529923155247500
1996-06-01 34.752492160692500
1996-07-01 34.793660967290700
1996-08-01 34.689738703103900
1996-09-01 34.685500228328800
1996-10-01 34.656073574481000
1996-11-01 34.513266981796100
1996-12-01 35.079100918059204
1997-01-01 35.494718900618800
1997-02-01 35.691435407118100
1997-03-01 35.733795795007400
1997-04-01 35.804516707402600
1997-05-01 35.807735735675700
1997-06-01 35.712772363719296
1997-07-01 35.583131833967900
1997-08-01 35.863440211493100
1997-09-01 35.797595690034600
1997-10-01 35.774929573028800
1997-11-01 35.852226903499606
1997-12-01 36.099965411616700
1998-01-01 36.167645739698100
1998-02-01 36.165000534579400
1998-03-01 36.227329508137100
1998-04-01 36.153958534819495
1998-05-01 36.379565855088700
1998-06-01 36.408493924212200
1998-07-01 36.187463815008400
1998-08-01 35.934944711851800
1998-09-01 35.893175670689700
1998-10-01 36.476052234241706
1998-11-01 36.212611246309500
1998-12-01 36.154169493411900
1999-01-01 35.902475591136100
1999-02-01 36.132407006735100
1999-03-01 36.197958859056900
1999-04-01 36.602679589278700
1999-05-01 36.558201154266600
1999-06-01 36.598899970158800
1999-07-01 36.992173986939500
1999-08-01 37.119003094294400
1999-09-01 37.193493270508300
1999-10-01 37.493468426223500
1999-11-01 37.795726043404706
1999-12-01 37.651062011493800
2000-01-01 36.818729600693700
2000-02-01 36.845989614582900
2000-03-01 36.923745160202710
2000-04-01 36.929265602329700
2000-05-01 36.744482216051004
2000-06-01 37.319142983842100
2000-07-01 37.407803896726100
2000-08-01 37.507211889783400
2000-09-01 37.679587576289100
2000-10-01 37.657270593764500
2000-11-01 37.630588925214700
2000-12-01 37.376046705918400
2001-01-01 36.993046230395300
2001-02-01 36.805399970982800
2001-03-01 36.688656669691300
2001-04-01 36.742999882423300
2001-05-01 36.749627858024700
2001-06-01 36.532015771831205
2001-07-01 36.322299649468500
2001-08-01 36.334971234166204
2001-09-01 36.086773548719400
2001-10-01 34.885636963867604
2001-11-01 34.670811631350304
2001-12-01 34.628270598321600
2002-01-01 35.031994399250400
2002-02-01 34.998650676027104
2002-03-01 35.224713797103895
2002-04-01 34.801780788646400
2002-05-01 34.961357744192600
2002-06-01 34.948137591729400
2002-07-01 35.078436648477805
2002-08-01 35.096126099073100
2002-09-01 35.010044658667400
2002-10-01 34.851880963160100
2002-11-01 34.830445442820896
2002-12-01 34.895826916145000
2003-01-01 34.616692947051604
2003-02-01 34.750699546450000
2003-03-01 34.614489664159900
2003-04-01 34.766348558632100
2003-05-01 34.888077065049800
2003-06-01 34.645260555408100
2003-07-01 34.548409350119500
2003-08-01 34.615212939426900
2003-09-01 34.656078625484300
2003-10-01 34.631276096776300
2003-11-01 34.533053302529204
2003-12-01 34.641852620995900
2004-01-01 34.512555551568500
2004-02-01 34.420229929835600
2004-03-01 34.325122505512300
2004-04-01 34.095402209300104
2004-05-01 33.907163993779400
2004-06-01 33.837205359977105
2004-07-01 34.041265913431000
2004-08-01 33.869278541300105
2004-09-01 33.704993001487196
2004-10-01 33.776950196294194
2004-11-01 33.789342998935700
2004-12-01 33.654926578112600
2005-01-01 33.827998945007100
2005-02-01 33.840496594454606
2005-03-01 33.571939864102000
2005-04-01 33.745544282284800
2005-05-01 33.416202524404305
2005-06-01 33.117000006530900
2005-07-01 33.624273509669800
2005-08-01 33.810083352348700
2005-09-01 33.957971589427200
2005-10-01 33.778780399086300
2005-11-01 33.703218518026200
2005-12-01 33.635353224389604
2006-01-01 34.193772474216900
2006-02-01 34.217414997964100
2006-03-01 34.285921721913600
2006-04-01 33.896203466013496
2006-05-01 34.106321772513900
2006-06-01 34.192774713011000
2006-07-01 34.001485913293500
2006-08-01 33.912328006933606
2006-09-01 34.082338239901200
2006-10-01 34.137557522989400
2006-11-01 34.526618331278400
2006-12-01 34.513452359270700
2007-01-01 34.793927242270500
2007-02-01 34.732015428319300
2007-03-01 35.119403104487000
2007-04-01 35.187915643330200
2007-05-01 35.484991236638100
2007-06-01 35.172816648209800
2007-07-01 34.642427011283104
2007-08-01 34.963062806845200
2007-09-01 35.196702222242200
2007-10-01 35.270336737606800
2007-11-01 35.567623294033396
2007-12-01 35.683279650883800
2008-01-01 35.130696471705400
2008-02-01 35.279100749996400
2008-03-01 35.172871305468995
2008-04-01 35.476570743534495
2008-05-01 35.557076880368000
2008-06-01 35.364654528632705
2008-07-01 35.160256166067700
2008-08-01 35.186639201726900
2008-09-01 34.688528698661800
2008-10-01 34.596608000573305
2008-11-01 34.134730520803700
2008-12-01 34.056451064733600
2009-01-01 33.585672401950600
2009-02-01 33.330802535318200
2009-03-01 32.816195383313200
2009-04-01 32.580555062116200
2009-05-01 32.329086254334000
2009-06-01 32.157450292307300
2009-07-01 32.051345438607804
2009-08-01 31.978231066381603
2009-09-01 32.091105501582500
2009-10-01 32.038647945452800
2009-11-01 32.035768311328100
2009-12-01 31.953923123898395
2010-01-01 32.128345292996000
2010-02-01 32.159643862528800
2010-03-01 32.236342745403000
2010-04-01 32.271139172419500
2010-05-01 32.309289501967300
2010-06-01 32.451805343522700
2010-07-01 32.644350591794100
2010-08-01 32.678362986140600
2010-09-01 32.885490740757696
2010-10-01 32.704138746748600
2010-11-01 32.545567195012600
2010-12-01 32.575275264884700
2011-01-01 32.565420554549796
2011-02-01 32.483338813020000
2011-03-01 32.620287888969806
2011-04-01 33.065397810038500
2011-05-01 32.767797903640100
2011-06-01 32.829092181817500
2011-07-01 32.934185629071100
2011-08-01 32.996187198184700
2011-09-01 33.109598663391500
2011-10-01 33.088873134700900
2011-11-01 33.157956903304200
2011-12-01 33.296835249560800
2012-01-01 33.296785274584300
2012-02-01 33.310468893326300
2012-03-01 33.396222769883300
2012-04-01 33.231986111611900
2012-05-01 33.313164249269600
2012-06-01 33.607824343766396
2012-07-01 33.420200099953400
2012-08-01 33.533995884952304
2012-09-01 33.644642464764600
2012-10-01 33.689630334788696
2012-11-01 33.961347496937100
2012-12-01 34.004194283055604
2013-01-01 34.333522569618694
2013-02-01 34.543290835591700
2013-03-01 34.881623987935000
2013-04-01 34.595211625872800
2013-05-01 34.550638651582396
2013-06-01 34.481681505175200
2013-07-01 34.398178167535300
2013-08-01 34.450355837266300
2013-09-01 34.497987548258400
2013-10-01 34.599688893372500
2013-11-01 34.677470613741000
2013-12-01 34.620841517477004
2014-01-01 34.352785229238700
2014-02-01 34.553784698144500
2014-03-01 34.774963698555900
2014-04-01 34.862813134622606
2014-05-01 35.216254084313400
2014-06-01 35.456854471599500
2014-07-01 35.168063651762000
2014-08-01 35.158662848559800
2014-09-01 35.132882242787700
2014-10-01 35.498562307927400
2014-11-01 35.503306844547500
2014-12-01 35.849979615718700
2015-01-01 35.670324816688800
2015-02-01 35.764482078074400
2015-03-01 35.756819879459900
2015-04-01 36.051173625230206
2015-05-01 36.410693283570104
2015-06-01 36.116019233480900
2015-07-01 36.335151084226600
2015-08-01 36.354882094885795
2015-09-01 36.452231016943800
2015-10-01 36.379245712200300
2015-11-01 36.451426824135496
2015-12-01 36.588621779684500
2016-01-01 36.576099452482710
2016-02-01 36.572997406733606
2016-03-01 36.643342126203400
2016-04-01 36.743928392510000
2016-05-01 36.823030838302700
2016-06-01 36.776974844271800
2016-07-01 37.408018503032500
2016-08-01 37.148907535228000
2016-09-01 37.051296827418206
2016-10-01 37.145959673779700
2016-11-01 37.513976510803900
2016-12-01 37.422380760607100
2017-01-01 37.766799431503700
2017-02-01 37.871169390111000
2017-03-01 37.930958831043206
2017-04-01 37.855713713898794
2017-05-01 37.845294438290296
2017-06-01 38.045673123704700
2017-07-01 38.120269196125605
2017-08-01 38.033275900365400
2017-09-01 38.140443828361100
2017-10-01 38.193331163732790
2017-11-01 38.148073273071795
2017-12-01 38.060243551402800
2018-01-01 38.249618451909900
2018-02-01 38.469470935728900
2018-03-01 38.630211371425900
2018-04-01 38.558230481423500
2018-05-01 38.574069253726200
2018-06-01 38.825477402707290
2018-07-01 38.661784461421400
2018-08-01 38.630382412556800
2018-09-01 38.740745894437900
2018-10-01 38.620808924975904
2018-11-01 38.455295995911996
2018-12-01 38.575162807798600
2019-01-01 38.528354091219400
2019-02-01 38.463597143156400
2019-03-01 38.628361874559005
2019-04-01 38.757268320938600
2019-05-01 38.898366590031500
2019-06-01 38.732852377329500
2019-07-01 38.825999654518600
2019-08-01 38.664266467697900
2019-09-01 38.552113638598400
2019-10-01 38.541487736515400
2019-11-01 38.426255628624396
2019-12-01 38.560676914954210
2020-01-01 38.694989197447210
2020-02-01 38.758343746451600
2020-03-01 37.826284098846500
2020-04-01 17.441930884404500
2020-05-01 18.030645728177300
2020-06-01 21.150913303063298
2020-07-01 23.590007372399000
2020-08-01 24.226803726942602
2020-09-01 25.086871991190200
2020-10-01 25.303955745345696
2020-11-01 25.384743731814400
2020-12-01 24.921148877631600
2021-01-01 25.221467726881900
2021-02-01 25.514307011889898
2021-03-01 25.803361238074398
2021-04-01 26.939269614116100
2021-05-01 27.172297822103800
2021-06-01 27.798356913988300
2021-07-01 29.761929821406003
2021-08-01 30.308433814686400
2021-09-01 30.421355262180000
2021-10-01 30.903517920277400
2021-11-01 31.132216077342100
2021-12-01 31.364350339641500
2022-01-01 31.638251937905398
2022-02-01 31.851522036394700
2022-03-01 32.059452565069606
2022-04-01 32.242192537049700
2022-05-01 32.424804208537300
2022-06-01 32.336045134176500
2022-07-01 32.821453828552100
2022-08-01 32.691843461682500
2022-09-01 33.161842919401100
2022-10-01 33.540882845234000
2022-11-01 33.704962395957395
2022-12-01 33.798566483937000
2023-01-01 33.950952750563800
2023-02-01 34.069353923771800
2023-03-01 34.201139250437900
2023-04-01 34.256804013881900
2023-05-01 34.166632953900496
2023-06-01 34.584053123065300
2023-07-01 34.362655075379900
2023-08-01 34.478412110432100
2023-09-01 34.479722076530300
2023-10-01 34.380709595930500
2023-11-01 34.597171453755806
2023-12-01 34.533014079294404
2024-01-01 34.688322246601200
2024-02-01 35.106992415498600
2024-03-01 34.855750326042900
2024-04-01 34.369307304804000
2024-05-01 34.394868131474200
2024-06-01 34.309439838012600
2024-07-01 34.386335122457200
2024-08-01 34.429810334182704
2024-09-01 34.591805431068600
2024-10-01 34.625282609790204
2024-11-01 34.703028058140200
2024-12-01 35.086425017106700

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