Table Data - All Employees: Leisure and Hospitality in Youngstown-Warren, OH (MSA)
| Title | All Employees: Leisure and Hospitality in Youngstown-Warren, OH (MSA) |
|---|---|
| Series ID | YOUN639LEIH |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 9:55 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. 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 | 17.4810504641 |
| 1990-02-01 | 17.4543661237 |
| 1990-03-01 | 17.6502794760 |
| 1990-04-01 | 17.9363155812 |
| 1990-05-01 | 17.8538993723 |
| 1990-06-01 | 17.8097486112 |
| 1990-07-01 | 17.5926433968 |
| 1990-08-01 | 17.4433374958 |
| 1990-09-01 | 17.4537699942 |
| 1990-10-01 | 17.1177422835 |
| 1990-11-01 | 17.1456316104 |
| 1990-12-01 | 17.2622861322 |
| 1991-01-01 | 17.1959141324 |
| 1991-02-01 | 17.0405283203 |
| 1991-03-01 | 16.9542638505 |
| 1991-04-01 | 16.8414974042 |
| 1991-05-01 | 16.8481577698 |
| 1991-06-01 | 16.6889509803 |
| 1991-07-01 | 16.8786193750 |
| 1991-08-01 | 16.9424073398 |
| 1991-09-01 | 16.7720431525 |
| 1991-10-01 | 16.8153306098 |
| 1991-11-01 | 16.7601195973 |
| 1991-12-01 | 16.8793441332 |
| 1992-01-01 | 16.4295651056 |
| 1992-02-01 | 16.4146681919 |
| 1992-03-01 | 16.2580843423 |
| 1992-04-01 | 15.7396462645 |
| 1992-05-01 | 15.7303546473 |
| 1992-06-01 | 15.7460750564 |
| 1992-07-01 | 15.7566953072 |
| 1992-08-01 | 15.7342941626 |
| 1992-09-01 | 16.0021459413 |
| 1992-10-01 | 15.7151442407 |
| 1992-11-01 | 15.7840973229 |
| 1992-12-01 | 15.5238571794 |
| 1993-01-01 | 15.9776281214 |
| 1993-02-01 | 15.8907455266 |
| 1993-03-01 | 15.5612218999 |
| 1993-04-01 | 16.5145171759 |
| 1993-05-01 | 16.5074282551 |
| 1993-06-01 | 16.3831780516 |
| 1993-07-01 | 16.2210211035 |
| 1993-08-01 | 16.2308261459 |
| 1993-09-01 | 16.3185833089 |
| 1993-10-01 | 16.7314320988 |
| 1993-11-01 | 16.7271732877 |
| 1993-12-01 | 16.9029820069 |
| 1994-01-01 | 16.8098303230 |
| 1994-02-01 | 17.0815651566 |
| 1994-03-01 | 16.8738270348 |
| 1994-04-01 | 16.6625631794 |
| 1994-05-01 | 16.6492828087 |
| 1994-06-01 | 16.8167605130 |
| 1994-07-01 | 17.0959220489 |
| 1994-08-01 | 17.0299078414 |
| 1994-09-01 | 16.9372865692 |
| 1994-10-01 | 16.9523985639 |
| 1994-11-01 | 16.9903335044 |
| 1994-12-01 | 17.0738844591 |
| 1995-01-01 | 16.9341216090 |
| 1995-02-01 | 17.1726850554 |
| 1995-03-01 | 17.3846653045 |
| 1995-04-01 | 17.7075529989 |
| 1995-05-01 | 17.7996265865 |
| 1995-06-01 | 18.1758400943 |
| 1995-07-01 | 17.8525323476 |
| 1995-08-01 | 18.0240706968 |
| 1995-09-01 | 18.0354877873 |
| 1995-10-01 | 17.9811944208 |
| 1995-11-01 | 18.1582305722 |
| 1995-12-01 | 18.1319504783 |
| 1996-01-01 | 18.2522771104 |
| 1996-02-01 | 18.0884082428 |
| 1996-03-01 | 17.6932899655 |
| 1996-04-01 | 18.2443752518 |
| 1996-05-01 | 18.5471149336 |
| 1996-06-01 | 18.3816905693 |
| 1996-07-01 | 17.6047839156 |
| 1996-08-01 | 17.7931131334 |
| 1996-09-01 | 17.9361333832 |
| 1996-10-01 | 17.9167059193 |
| 1996-11-01 | 17.9230061919 |
| 1996-12-01 | 17.8694082572 |
| 1997-01-01 | 18.1461866613 |
| 1997-02-01 | 18.1986756709 |
| 1997-03-01 | 18.0848369548 |
| 1997-04-01 | 18.0999062001 |
| 1997-05-01 | 18.2359648577 |
| 1997-06-01 | 18.2331114983 |
| 1997-07-01 | 18.1454928953 |
| 1997-08-01 | 18.3668464347 |
| 1997-09-01 | 18.4181964041 |
| 1997-10-01 | 18.4340882839 |
| 1997-11-01 | 18.3549898671 |
| 1997-12-01 | 18.4958016241 |
| 1998-01-01 | 18.4399822434 |
| 1998-02-01 | 18.5277245046 |
| 1998-03-01 | 18.3957444981 |
| 1998-04-01 | 17.9611481852 |
| 1998-05-01 | 18.2157018091 |
| 1998-06-01 | 18.0867457161 |
| 1998-07-01 | 18.0039141653 |
| 1998-08-01 | 17.7309909530 |
| 1998-09-01 | 17.2191288375 |
| 1998-10-01 | 17.6497711515 |
| 1998-11-01 | 17.4723144374 |
| 1998-12-01 | 17.4071413103 |
| 1999-01-01 | 17.1238938907 |
| 1999-02-01 | 17.2291571874 |
| 1999-03-01 | 17.6035532963 |
| 1999-04-01 | 17.8600545692 |
| 1999-05-01 | 17.9261713208 |
| 1999-06-01 | 17.9262978674 |
| 1999-07-01 | 18.3609253984 |
| 1999-08-01 | 18.5935548256 |
| 1999-09-01 | 17.5250810309 |
| 1999-10-01 | 18.3665572665 |
| 1999-11-01 | 18.4662979360 |
| 1999-12-01 | 18.6006945969 |
| 2000-01-01 | 19.0237835584 |
| 2000-02-01 | 18.9451931148 |
| 2000-03-01 | 18.9306028516 |
| 2000-04-01 | 18.7625201039 |
| 2000-05-01 | 18.5195638213 |
| 2000-06-01 | 18.5260165089 |
| 2000-07-01 | 18.7462060021 |
| 2000-08-01 | 18.7420208425 |
| 2000-09-01 | 19.1441839553 |
| 2000-10-01 | 18.2009502457 |
| 2000-11-01 | 18.2679497892 |
| 2000-12-01 | 18.1981618434 |
| 2001-01-01 | 17.6982090049 |
| 2001-02-01 | 17.7502627078 |
| 2001-03-01 | 17.6477845155 |
| 2001-04-01 | 17.9797955934 |
| 2001-05-01 | 18.1251704248 |
| 2001-06-01 | 18.1977005883 |
| 2001-07-01 | 17.3558948430 |
| 2001-08-01 | 17.8139202035 |
| 2001-09-01 | 17.6446338091 |
| 2001-10-01 | 17.7213938684 |
| 2001-11-01 | 17.7636090691 |
| 2001-12-01 | 17.6884481592 |
| 2002-01-01 | 17.9959508047 |
| 2002-02-01 | 18.1640682622 |
| 2002-03-01 | 18.1881353447 |
| 2002-04-01 | 17.9831058707 |
| 2002-05-01 | 17.9989551427 |
| 2002-06-01 | 18.1431701565 |
| 2002-07-01 | 18.2970815822 |
| 2002-08-01 | 18.1925555247 |
| 2002-09-01 | 17.5481852454 |
| 2002-10-01 | 17.9373365082 |
| 2002-11-01 | 18.0644088523 |
| 2002-12-01 | 18.1763480756 |
| 2003-01-01 | 18.3000127352 |
| 2003-02-01 | 18.2734698506 |
| 2003-03-01 | 18.2185422937 |
| 2003-04-01 | 18.1786050837 |
| 2003-05-01 | 18.3825115280 |
| 2003-06-01 | 18.3944999754 |
| 2003-07-01 | 18.3384709701 |
| 2003-08-01 | 18.4852118958 |
| 2003-09-01 | 17.9396528108 |
| 2003-10-01 | 18.6433113969 |
| 2003-11-01 | 18.5584642639 |
| 2003-12-01 | 18.6539456943 |
| 2004-01-01 | 18.6231675185 |
| 2004-02-01 | 18.5045331044 |
| 2004-03-01 | 18.6533254097 |
| 2004-04-01 | 18.5509146818 |
| 2004-05-01 | 18.5500969351 |
| 2004-06-01 | 18.6616390283 |
| 2004-07-01 | 18.6691281622 |
| 2004-08-01 | 18.6909594587 |
| 2004-09-01 | 18.7453747139 |
| 2004-10-01 | 18.6463924670 |
| 2004-11-01 | 18.5472006874 |
| 2004-12-01 | 18.5358333702 |
| 2005-01-01 | 18.5258441407 |
| 2005-02-01 | 18.7317111833 |
| 2005-03-01 | 18.6787666229 |
| 2005-04-01 | 18.8231902380 |
| 2005-05-01 | 18.7326736288 |
| 2005-06-01 | 18.6577524505 |
| 2005-07-01 | 18.4829634892 |
| 2005-08-01 | 18.4085674500 |
| 2005-09-01 | 18.7431566179 |
| 2005-10-01 | 18.4446429028 |
| 2005-11-01 | 18.5264903072 |
| 2005-12-01 | 18.5145312470 |
| 2006-01-01 | 18.1309596345 |
| 2006-02-01 | 18.1611001283 |
| 2006-03-01 | 18.1064031421 |
| 2006-04-01 | 18.2997819686 |
| 2006-05-01 | 18.2027177046 |
| 2006-06-01 | 18.2678222458 |
| 2006-07-01 | 18.2844405522 |
| 2006-08-01 | 18.4343904132 |
| 2006-09-01 | 18.4564162072 |
| 2006-10-01 | 18.4398114576 |
| 2006-11-01 | 18.3971840695 |
| 2006-12-01 | 18.4015540910 |
| 2007-01-01 | 18.4156651292 |
| 2007-02-01 | 18.3807172875 |
| 2007-03-01 | 18.4216953140 |
| 2007-04-01 | 18.2946831800 |
| 2007-05-01 | 18.2958631986 |
| 2007-06-01 | 18.2951326306 |
| 2007-07-01 | 18.2700374666 |
| 2007-08-01 | 18.0514273594 |
| 2007-09-01 | 17.9565043580 |
| 2007-10-01 | 18.0412245254 |
| 2007-11-01 | 18.0725185468 |
| 2007-12-01 | 17.9888247801 |
| 2008-01-01 | 18.1017294356 |
| 2008-02-01 | 18.0902609222 |
| 2008-03-01 | 17.8160220470 |
| 2008-04-01 | 17.5163971603 |
| 2008-05-01 | 17.8010244842 |
| 2008-06-01 | 17.8196933670 |
| 2008-07-01 | 17.4565121496 |
| 2008-08-01 | 17.3683378750 |
| 2008-09-01 | 17.1479308387 |
| 2008-10-01 | 17.0307428039 |
| 2008-11-01 | 16.9550159369 |
| 2008-12-01 | 16.9861561847 |
| 2009-01-01 | 16.8939541222 |
| 2009-02-01 | 16.7902899638 |
| 2009-03-01 | 16.9006416861 |
| 2009-04-01 | 16.8400907143 |
| 2009-05-01 | 16.9119285163 |
| 2009-06-01 | 16.8328794324 |
| 2009-07-01 | 16.9596676213 |
| 2009-08-01 | 16.9757839532 |
| 2009-09-01 | 17.2348848020 |
| 2009-10-01 | 17.0218450964 |
| 2009-11-01 | 16.9513644140 |
| 2009-12-01 | 16.8857313137 |
| 2010-01-01 | 17.0060168255 |
| 2010-02-01 | 16.8723775118 |
| 2010-03-01 | 16.8681994444 |
| 2010-04-01 | 16.9552438940 |
| 2010-05-01 | 16.8292123680 |
| 2010-06-01 | 16.8299309142 |
| 2010-07-01 | 16.9860447229 |
| 2010-08-01 | 16.8798343567 |
| 2010-09-01 | 17.1319292539 |
| 2010-10-01 | 17.0176930730 |
| 2010-11-01 | 17.1455553822 |
| 2010-12-01 | 17.0853259886 |
| 2011-01-01 | 16.8205881201 |
| 2011-02-01 | 16.8484249250 |
| 2011-03-01 | 16.8332638046 |
| 2011-04-01 | 16.7511739894 |
| 2011-05-01 | 16.8506115485 |
| 2011-06-01 | 17.0274046175 |
| 2011-07-01 | 17.1222315606 |
| 2011-08-01 | 17.4802029449 |
| 2011-09-01 | 17.4499152258 |
| 2011-10-01 | 17.4124237186 |
| 2011-11-01 | 17.3363126759 |
| 2011-12-01 | 17.3774373458 |
| 2012-01-01 | 17.1328264798 |
| 2012-02-01 | 17.6168975206 |
| 2012-03-01 | 17.6965502016 |
| 2012-04-01 | 17.7522255192 |
| 2012-05-01 | 17.8717299398 |
| 2012-06-01 | 17.8279695206 |
| 2012-07-01 | 17.6594601142 |
| 2012-08-01 | 17.6799001526 |
| 2012-09-01 | 17.5744112092 |
| 2012-10-01 | 17.7048585720 |
| 2012-11-01 | 17.7249968566 |
| 2012-12-01 | 17.8790361226 |
| 2013-01-01 | 18.0264617331 |
| 2013-02-01 | 18.1889095985 |
| 2013-03-01 | 18.1773575272 |
| 2013-04-01 | 18.2388633734 |
| 2013-05-01 | 18.1815546079 |
| 2013-06-01 | 18.3462569986 |
| 2013-07-01 | 18.1844962514 |
| 2013-08-01 | 18.2753615228 |
| 2013-09-01 | 18.0183353296 |
| 2013-10-01 | 18.2011545037 |
| 2013-11-01 | 18.4079064931 |
| 2013-12-01 | 18.4666174226 |
| 2014-01-01 | 18.4124806211 |
| 2014-02-01 | 18.4695385305 |
| 2014-03-01 | 18.6617117472 |
| 2014-04-01 | 18.6331539141 |
| 2014-05-01 | 18.6993980903 |
| 2014-06-01 | 18.7759850403 |
| 2014-07-01 | 18.9865929551 |
| 2014-08-01 | 19.0604189217 |
| 2014-09-01 | 19.0565387248 |
| 2014-10-01 | 19.3010092421 |
| 2014-11-01 | 19.1964846536 |
| 2014-12-01 | 19.1631165480 |
| 2015-01-01 | 19.1918389075 |
| 2015-02-01 | 19.1686124871 |
| 2015-03-01 | 19.0437169200 |
| 2015-04-01 | 19.0256176182 |
| 2015-05-01 | 19.3094683325 |
| 2015-06-01 | 18.9981864728 |
| 2015-07-01 | 18.9719014321 |
| 2015-08-01 | 19.0589156523 |
| 2015-09-01 | 19.3079852966 |
| 2015-10-01 | 19.4880367588 |
| 2015-11-01 | 19.2908882844 |
| 2015-12-01 | 19.2639553112 |
| 2016-01-01 | 19.3779499869 |
| 2016-02-01 | 19.3685757352 |
| 2016-03-01 | 19.3153984406 |
| 2016-04-01 | 19.6374926373 |
| 2016-05-01 | 19.5103373801 |
| 2016-06-01 | 19.4919900715 |
| 2016-07-01 | 19.6520854493 |
| 2016-08-01 | 19.6594512747 |
| 2016-09-01 | 19.6596823108 |
| 2016-10-01 | 19.5837159791 |
| 2016-11-01 | 19.9113823693 |
| 2016-12-01 | 19.8781204279 |
| 2017-01-01 | 19.5662174966 |
| 2017-02-01 | 19.5633378997 |
| 2017-03-01 | 19.5834108746 |
| 2017-04-01 | 19.4378958513 |
| 2017-05-01 | 19.3899606960 |
| 2017-06-01 | 19.4558540676 |
| 2017-07-01 | 19.7377333340 |
| 2017-08-01 | 19.7723166608 |
| 2017-09-01 | 20.0448708562 |
| 2017-10-01 | 19.6833624748 |
| 2017-11-01 | 19.6298221058 |
| 2017-12-01 | 19.6900050354 |
| 2018-01-01 | 19.8620235860 |
| 2018-02-01 | 19.8464867358 |
| 2018-03-01 | 19.9477928555 |
| 2018-04-01 | 19.9436656558 |
| 2018-05-01 | 20.0757961046 |
| 2018-06-01 | 20.1071736911 |
| 2018-07-01 | 19.8117578261 |
| 2018-08-01 | 19.7739223276 |
| 2018-09-01 | 19.9338099398 |
| 2018-10-01 | 20.0953833602 |
| 2018-11-01 | 19.9562031777 |
| 2018-12-01 | 19.9046440570 |
| 2019-01-01 | 19.9627082779 |
| 2019-02-01 | 19.9324719462 |
| 2019-03-01 | 20.0189317111 |
| 2019-04-01 | 19.8375928731 |
| 2019-05-01 | 19.8531275712 |
| 2019-06-01 | 19.8487854300 |
| 2019-07-01 | 19.7916378947 |
| 2019-08-01 | 19.7928970291 |
| 2019-09-01 | 19.7320596020 |
| 2019-10-01 | 19.6887192165 |
| 2019-11-01 | 19.7620878840 |
| 2019-12-01 | 20.0185501288 |
| 2020-01-01 | 20.0585556060 |
| 2020-02-01 | 20.2290536624 |
| 2020-03-01 | 19.1961213308 |
| 2020-04-01 | 10.7474025931 |
| 2020-05-01 | 12.6373506276 |
| 2020-06-01 | 15.7063490022 |
| 2020-07-01 | 16.6677690778 |
| 2020-08-01 | 16.7979633295 |
| 2020-09-01 | 16.8987164393 |
| 2020-10-01 | 17.3845584064 |
| 2020-11-01 | 17.3725725998 |
| 2020-12-01 | 17.0330737879 |
| 2021-01-01 | 17.4543911239 |
| 2021-02-01 | 17.6265026812 |
| 2021-03-01 | 17.6935659921 |
| 2021-04-01 | 17.9475221565 |
| 2021-05-01 | 17.9157455366 |
| 2021-06-01 | 18.2663174393 |
| 2021-07-01 | 18.6565705061 |
| 2021-08-01 | 18.8131848592 |
| 2021-09-01 | 18.8572252346 |
| 2021-10-01 | 18.6830656916 |
| 2021-11-01 | 18.9589942368 |
| 2021-12-01 | 19.4394894384 |
| 2022-01-01 | 19.2448265927 |
| 2022-02-01 | 19.4297217029 |
| 2022-03-01 | 19.2952587346 |
| 2022-04-01 | 19.8609232188 |
| 2022-05-01 | 19.9013474996 |
| 2022-06-01 | 20.0464019289 |
| 2022-07-01 | 20.0421176535 |
| 2022-08-01 | 19.8001277464 |
| 2022-09-01 | 19.9902158186 |
| 2022-10-01 | 20.1958883949 |
| 2022-11-01 | 20.2667186201 |
| 2022-12-01 | 20.2535626089 |
| 2023-01-01 | 20.3279677878 |
| 2023-02-01 | 20.1322491951 |
| 2023-03-01 | 20.3018036913 |
| 2023-04-01 | 20.0615909141 |
| 2023-05-01 | 20.1751539812 |
| 2023-06-01 | 20.2073863063 |
| 2023-07-01 | 20.3486006536 |
| 2023-08-01 | 20.5036623917 |
| 2023-09-01 | 20.6223911558 |
| 2023-10-01 | 20.6191234612 |
| 2023-11-01 | 20.4725886299 |
| 2023-12-01 | 20.4627446561 |
| 2024-01-01 | 20.4002308505 |
| 2024-02-01 | 20.5344128754 |
| 2024-03-01 | 20.4006047881 |
| 2024-04-01 | 20.3641616278 |
| 2024-05-01 | 20.3560099490 |
| 2024-06-01 | 20.2845322480 |
| 2024-07-01 | 20.0544856875 |
| 2024-08-01 | 19.8919394463 |
| 2024-09-01 | 19.8344344007 |
| 2024-10-01 | 19.8546517822 |
| 2024-11-01 | 19.8955762995 |
| 2024-12-01 | 20.0693213250 |
| 2025-01-01 | 19.7818803772 |
| 2025-02-01 | 19.7237447054 |
| 2025-03-01 | 19.6053828954 |
| 2025-04-01 | 19.5512118572 |
| 2025-05-01 | 19.5382622923 |
| 2025-06-01 | 19.3578977229 |
| 2025-07-01 | 19.3628053306 |
| 2025-08-01 | 19.4936333666 |
| 2025-09-01 | 19.3510125699 |
| 2025-10-01 | 19.2900637801 |
| 2025-11-01 | 19.3048249476 |
| 2025-12-01 | 19.2680761316 |
| 2026-01-01 | 19.3688903779 |
| 2026-02-01 | 19.2127132839 |
| 2026-03-01 | 19.2121732303 |
| 2026-04-01 | 19.2386099153 |
| 2026-05-01 | 19.1313271535 |
| 2026-06-01 | 19.2544827800 |
| 2026-07-01 | 19.3618812644 |
| 2026-08-01 | 18.9840678159 |
| 2026-09-01 | 18.6560376819 |