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 2026-04-01 |
| Last Updated | 2026-05-26 2:43 PM 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 | 17.5750028450161 |
| 1990-02-01 | 17.5557982185063 |
| 1990-03-01 | 17.7678167775636 |
| 1990-04-01 | 17.7856936520201 |
| 1990-05-01 | 17.7336378555791 |
| 1990-06-01 | 17.7187647087379 |
| 1990-07-01 | 17.5285726348062 |
| 1990-08-01 | 17.4095279860573 |
| 1990-09-01 | 17.4429896438665 |
| 1990-10-01 | 17.1371234043018 |
| 1990-11-01 | 17.1852745770709 |
| 1990-12-01 | 17.3660081615943 |
| 1991-01-01 | 17.2852550156696 |
| 1991-02-01 | 17.1393477923662 |
| 1991-03-01 | 17.0642872987847 |
| 1991-04-01 | 16.6830024155155 |
| 1991-05-01 | 16.7353985834272 |
| 1991-06-01 | 16.6063383058942 |
| 1991-07-01 | 16.8257875733078 |
| 1991-08-01 | 16.9115060732307 |
| 1991-09-01 | 16.7630980986945 |
| 1991-10-01 | 16.8346423437508 |
| 1991-11-01 | 16.7981838724240 |
| 1991-12-01 | 16.9738244829474 |
| 1992-01-01 | 16.5080845076330 |
| 1992-02-01 | 16.5069079991546 |
| 1992-03-01 | 16.3595498870572 |
| 1992-04-01 | 15.5754278610334 |
| 1992-05-01 | 15.6300839321744 |
| 1992-06-01 | 15.6773991918049 |
| 1992-07-01 | 15.7212541807266 |
| 1992-08-01 | 15.7106561842749 |
| 1992-09-01 | 15.9967537563079 |
| 1992-10-01 | 15.7326228290838 |
| 1992-11-01 | 15.8156952421978 |
| 1992-12-01 | 15.6024100123406 |
| 1993-01-01 | 16.0387953679234 |
| 1993-02-01 | 15.9720785301575 |
| 1993-03-01 | 15.6534146229512 |
| 1993-04-01 | 16.3591452146675 |
| 1993-05-01 | 16.4182894912412 |
| 1993-06-01 | 16.3260423505929 |
| 1993-07-01 | 16.2062426966425 |
| 1993-08-01 | 16.2177182090134 |
| 1993-09-01 | 16.3190994362541 |
| 1993-10-01 | 16.7491459643042 |
| 1993-11-01 | 16.7534905109021 |
| 1993-12-01 | 16.9565116383544 |
| 1994-01-01 | 16.8523764273332 |
| 1994-02-01 | 17.1414827470908 |
| 1994-03-01 | 16.9428422019126 |
| 1994-04-01 | 16.5331932775983 |
| 1994-05-01 | 16.5849806459444 |
| 1994-06-01 | 16.7758810592821 |
| 1994-07-01 | 17.0963383339755 |
| 1994-08-01 | 17.0256515025323 |
| 1994-09-01 | 16.9420483576304 |
| 1994-10-01 | 16.9672282227814 |
| 1994-11-01 | 17.0084875558982 |
| 1994-12-01 | 17.1043051422084 |
| 1995-01-01 | 16.9595837107510 |
| 1995-02-01 | 17.2110078054039 |
| 1995-03-01 | 17.4253271898372 |
| 1995-04-01 | 17.6190501843090 |
| 1995-05-01 | 17.7589992926752 |
| 1995-06-01 | 18.1469236224019 |
| 1995-07-01 | 17.8631871802008 |
| 1995-08-01 | 18.0250092040629 |
| 1995-09-01 | 18.0421941468118 |
| 1995-10-01 | 17.9932188301487 |
| 1995-11-01 | 18.1707161662472 |
| 1995-12-01 | 18.1433777209406 |
| 1996-01-01 | 18.2654933861601 |
| 1996-02-01 | 18.1050411013874 |
| 1996-03-01 | 17.7055193214062 |
| 1996-04-01 | 18.2003338326433 |
| 1996-05-01 | 18.5309722451803 |
| 1996-06-01 | 18.3635658421057 |
| 1996-07-01 | 17.6152593069413 |
| 1996-08-01 | 17.7951637917834 |
| 1996-09-01 | 17.9410384401783 |
| 1996-10-01 | 17.9229062025067 |
| 1996-11-01 | 17.9283866807242 |
| 1996-12-01 | 17.8741323991033 |
| 1997-01-01 | 18.1512167215162 |
| 1997-02-01 | 18.2047614839495 |
| 1997-03-01 | 18.0893596709956 |
| 1997-04-01 | 18.0850740032770 |
| 1997-05-01 | 18.2273307455882 |
| 1997-06-01 | 18.2180135733431 |
| 1997-07-01 | 18.1523961764478 |
| 1997-08-01 | 18.3693754609137 |
| 1997-09-01 | 18.4212861377036 |
| 1997-10-01 | 18.4381077493024 |
| 1997-11-01 | 18.3577456167603 |
| 1997-12-01 | 18.4974887831148 |
| 1998-01-01 | 18.4420179039685 |
| 1998-02-01 | 18.5279722816658 |
| 1998-03-01 | 18.3979986306113 |
| 1998-04-01 | 17.9586345074164 |
| 1998-05-01 | 18.2123741765719 |
| 1998-06-01 | 18.0769606135660 |
| 1998-07-01 | 18.0051281604568 |
| 1998-08-01 | 17.7322653939862 |
| 1998-09-01 | 17.2201786524389 |
| 1998-10-01 | 17.6525139422147 |
| 1998-11-01 | 17.4742182224116 |
| 1998-12-01 | 17.4082796824782 |
| 1999-01-01 | 17.1254354111511 |
| 1999-02-01 | 17.2296244718003 |
| 1999-03-01 | 17.6051723738942 |
| 1999-04-01 | 17.8581009998443 |
| 1999-05-01 | 17.9248599268445 |
| 1999-06-01 | 17.9212082095953 |
| 1999-07-01 | 18.3610841748391 |
| 1999-08-01 | 18.5931288289222 |
| 1999-09-01 | 17.5243788153442 |
| 1999-10-01 | 18.3686743456935 |
| 1999-11-01 | 18.4679324801517 |
| 1999-12-01 | 18.6017780027721 |
| 2000-01-01 | 19.0254688228498 |
| 2000-02-01 | 18.9456166143268 |
| 2000-03-01 | 18.9307839276811 |
| 2000-04-01 | 18.7608763717472 |
| 2000-05-01 | 18.5195016697423 |
| 2000-06-01 | 18.5243907263178 |
| 2000-07-01 | 18.7456789186589 |
| 2000-08-01 | 18.7407340154574 |
| 2000-09-01 | 19.1428014404996 |
| 2000-10-01 | 18.2024964321671 |
| 2000-11-01 | 18.2692167649702 |
| 2000-12-01 | 18.1990765070326 |
| 2001-01-01 | 17.6996557985445 |
| 2001-02-01 | 17.7505469058901 |
| 2001-03-01 | 17.6478567120567 |
| 2001-04-01 | 17.9788915921608 |
| 2001-05-01 | 18.1252273298792 |
| 2001-06-01 | 18.1966456417879 |
| 2001-07-01 | 17.3555014457622 |
| 2001-08-01 | 17.8128451887569 |
| 2001-09-01 | 17.6432242992376 |
| 2001-10-01 | 17.7226422525708 |
| 2001-11-01 | 17.7645640016236 |
| 2001-12-01 | 17.6891008092195 |
| 2002-01-01 | 17.9969717697902 |
| 2002-02-01 | 18.1641798818972 |
| 2002-03-01 | 18.1880633136542 |
| 2002-04-01 | 17.9828476808506 |
| 2002-05-01 | 17.9989798776065 |
| 2002-06-01 | 18.1425282488343 |
| 2002-07-01 | 18.2967574411017 |
| 2002-08-01 | 18.1918108021090 |
| 2002-09-01 | 17.5471532402565 |
| 2002-10-01 | 17.9381049595480 |
| 2002-11-01 | 18.0650299736650 |
| 2002-12-01 | 18.1768157193043 |
| 2003-01-01 | 18.3006193140382 |
| 2003-02-01 | 18.2735813752492 |
| 2003-03-01 | 18.2185050942592 |
| 2003-04-01 | 18.1784150969505 |
| 2003-05-01 | 18.3824904076025 |
| 2003-06-01 | 18.3942859117625 |
| 2003-07-01 | 18.3382211002273 |
| 2003-08-01 | 18.4848530335517 |
| 2003-09-01 | 17.9389702510041 |
| 2003-10-01 | 18.6436898930573 |
| 2003-11-01 | 18.5587990129205 |
| 2003-12-01 | 18.6542359683658 |
| 2004-01-01 | 18.6234772957554 |
| 2004-02-01 | 18.5046094045268 |
| 2004-03-01 | 18.6533060712606 |
| 2004-04-01 | 18.5508067753833 |
| 2004-05-01 | 18.5500825344819 |
| 2004-06-01 | 18.6615439558944 |
| 2004-07-01 | 18.6690488526116 |
| 2004-08-01 | 18.6908585985320 |
| 2004-09-01 | 18.7450741061494 |
| 2004-10-01 | 18.6464425937030 |
| 2004-11-01 | 18.5472986575378 |
| 2004-12-01 | 18.5359811088561 |
| 2005-01-01 | 18.5259592431246 |
| 2005-02-01 | 18.7317751633740 |
| 2005-03-01 | 18.6787854892697 |
| 2005-04-01 | 18.8231760778388 |
| 2005-05-01 | 18.7326503126599 |
| 2005-06-01 | 18.6577287238442 |
| 2005-07-01 | 18.4829487786111 |
| 2005-08-01 | 18.4085343552629 |
| 2005-09-01 | 18.7429671825391 |
| 2005-10-01 | 18.4446644656616 |
| 2005-11-01 | 18.5265226280210 |
| 2005-12-01 | 18.5145995069761 |
| 2006-01-01 | 18.1310082318596 |
| 2006-02-01 | 18.1611269398946 |
| 2006-03-01 | 18.1064145368044 |
| 2006-04-01 | 18.2997824758751 |
| 2006-05-01 | 18.2027178508072 |
| 2006-06-01 | 18.2678235651285 |
| 2006-07-01 | 18.2844432314694 |
| 2006-08-01 | 18.4343661293484 |
| 2006-09-01 | 18.4563132428424 |
| 2006-10-01 | 18.4398168781217 |
| 2006-11-01 | 18.3971909603769 |
| 2006-12-01 | 18.4015940785173 |
| 2007-01-01 | 18.4156902288901 |
| 2007-02-01 | 18.3807304170605 |
| 2007-03-01 | 18.4217021036541 |
| 2007-04-01 | 18.2946868854611 |
| 2007-05-01 | 18.2958654337956 |
| 2007-06-01 | 18.2951345086412 |
| 2007-07-01 | 18.2700382164006 |
| 2007-08-01 | 18.0514089252499 |
| 2007-09-01 | 17.9564478035392 |
| 2007-10-01 | 18.0412265051478 |
| 2007-11-01 | 18.0725222034756 |
| 2007-12-01 | 17.9888507236779 |
| 2008-01-01 | 18.1017453224898 |
| 2008-02-01 | 18.0902692267677 |
| 2008-03-01 | 17.8160249624745 |
| 2008-04-01 | 17.5163992017412 |
| 2008-05-01 | 17.8010248157155 |
| 2008-06-01 | 17.8196946269823 |
| 2008-07-01 | 17.4565138316573 |
| 2008-08-01 | 17.3683311244596 |
| 2008-09-01 | 17.1478860016437 |
| 2008-10-01 | 17.0307469587410 |
| 2008-11-01 | 16.9550205552778 |
| 2008-12-01 | 16.9861711892245 |
| 2009-01-01 | 16.8939634308691 |
| 2009-02-01 | 16.7902964587394 |
| 2009-03-01 | 16.9006430213901 |
| 2009-04-01 | 16.8400923238594 |
| 2009-05-01 | 16.9119277362491 |
| 2009-06-01 | 16.8328792778024 |
| 2009-07-01 | 16.9596673549409 |
| 2009-08-01 | 16.9757843838760 |
| 2009-09-01 | 17.2348579993002 |
| 2009-10-01 | 17.0218474904309 |
| 2009-11-01 | 16.9513680979468 |
| 2009-12-01 | 16.8857356182065 |
| 2010-01-01 | 17.0060211366253 |
| 2010-02-01 | 16.8723830065099 |
| 2010-03-01 | 16.8682011425685 |
| 2010-04-01 | 16.9552453381793 |
| 2010-05-01 | 16.8292120419914 |
| 2010-06-01 | 16.8299309211671 |
| 2010-07-01 | 16.9860446022450 |
| 2010-08-01 | 16.8798348858448 |
| 2010-09-01 | 17.1319127666229 |
| 2010-10-01 | 17.0176946538690 |
| 2010-11-01 | 17.1455577319435 |
| 2010-12-01 | 17.0853286456174 |
| 2011-01-01 | 16.8205908410421 |
| 2011-02-01 | 16.8484279813571 |
| 2011-03-01 | 16.8332645446218 |
| 2011-04-01 | 16.7511742496660 |
| 2011-05-01 | 16.8506109436387 |
| 2011-06-01 | 17.0274043316067 |
| 2011-07-01 | 17.1222313138106 |
| 2011-08-01 | 17.4802030516105 |
| 2011-09-01 | 17.4499094839690 |
| 2011-10-01 | 17.4124236835642 |
| 2011-11-01 | 17.3363133077220 |
| 2011-12-01 | 17.3774385527936 |
| 2012-01-01 | 17.1328280747304 |
| 2012-02-01 | 17.6168990423115 |
| 2012-03-01 | 17.6965515278281 |
| 2012-04-01 | 17.7522268556045 |
| 2012-05-01 | 17.8717200856993 |
| 2012-06-01 | 17.8279723026636 |
| 2012-07-01 | 17.6594637714686 |
| 2012-08-01 | 17.6799041437950 |
| 2012-09-01 | 17.5744111958426 |
| 2012-10-01 | 17.7048563871252 |
| 2012-11-01 | 17.7249966745620 |
| 2012-12-01 | 17.8790343319763 |
| 2013-01-01 | 18.0264590717511 |
| 2013-02-01 | 18.1889073288149 |
| 2013-03-01 | 18.1773570862016 |
| 2013-04-01 | 18.2388657539119 |
| 2013-05-01 | 18.1815370324176 |
| 2013-06-01 | 18.3462671129821 |
| 2013-07-01 | 18.1845093289073 |
| 2013-08-01 | 18.2753749867462 |
| 2013-09-01 | 18.0183464922764 |
| 2013-10-01 | 18.2011563243130 |
| 2013-11-01 | 18.4078992061054 |
| 2013-12-01 | 18.4665805545367 |
| 2014-01-01 | 18.4124749807658 |
| 2014-02-01 | 18.4695318299204 |
| 2014-03-01 | 18.6617092462987 |
| 2014-04-01 | 18.6331602885698 |
| 2014-05-01 | 18.6993803609082 |
| 2014-06-01 | 18.7760120420161 |
| 2014-07-01 | 18.9866243845853 |
| 2014-08-01 | 19.0604483870907 |
| 2014-09-01 | 19.0565756098866 |
| 2014-10-01 | 19.3010105356800 |
| 2014-11-01 | 19.1964641293785 |
| 2014-12-01 | 19.1630331178819 |
| 2015-01-01 | 19.1918127358866 |
| 2015-02-01 | 19.1685799772607 |
| 2015-03-01 | 19.0436846616108 |
| 2015-04-01 | 19.0255970001054 |
| 2015-05-01 | 19.3094307720755 |
| 2015-06-01 | 18.9984086922957 |
| 2015-07-01 | 18.9719299811616 |
| 2015-08-01 | 19.0589888801367 |
| 2015-09-01 | 19.3080318237178 |
| 2015-10-01 | 19.4880202860664 |
| 2015-11-01 | 19.2908263671177 |
| 2015-12-01 | 19.2637969944746 |
| 2016-01-01 | 19.3778771626310 |
| 2016-02-01 | 19.3684932971509 |
| 2016-03-01 | 19.3153213151534 |
| 2016-04-01 | 19.6374497114961 |
| 2016-05-01 | 19.5103083343203 |
| 2016-06-01 | 19.4924547268992 |
| 2016-07-01 | 19.6521644196160 |
| 2016-08-01 | 19.6596157222816 |
| 2016-09-01 | 19.6597489925285 |
| 2016-10-01 | 19.5836489601983 |
| 2016-11-01 | 19.9112471839130 |
| 2016-12-01 | 19.8778492063988 |
| 2017-01-01 | 19.5659663346176 |
| 2017-02-01 | 19.5630095597173 |
| 2017-03-01 | 19.5838410284322 |
| 2017-04-01 | 19.4376554199907 |
| 2017-05-01 | 19.3894050120251 |
| 2017-06-01 | 19.4569723293021 |
| 2017-07-01 | 19.7380769375266 |
| 2017-08-01 | 19.7726962677483 |
| 2017-09-01 | 20.0450310127020 |
| 2017-10-01 | 19.6827929469124 |
| 2017-11-01 | 19.6296671629641 |
| 2017-12-01 | 19.6894896229933 |
| 2018-01-01 | 19.8616563274754 |
| 2018-02-01 | 19.8459760533192 |
| 2018-03-01 | 19.9487988399218 |
| 2018-04-01 | 19.9433079015533 |
| 2018-05-01 | 20.0746213456980 |
| 2018-06-01 | 20.1088500666691 |
| 2018-07-01 | 19.8125063169157 |
| 2018-08-01 | 19.7746620231939 |
| 2018-09-01 | 19.9342638428425 |
| 2018-10-01 | 20.0936203286311 |
| 2018-11-01 | 19.9562249711406 |
| 2018-12-01 | 19.9038001345320 |
| 2019-01-01 | 19.9622843294644 |
| 2019-02-01 | 19.9317769422372 |
| 2019-03-01 | 20.0209068168329 |
| 2019-04-01 | 19.8370444477165 |
| 2019-05-01 | 19.8512342111427 |
| 2019-06-01 | 19.8509115490023 |
| 2019-07-01 | 19.7926709972864 |
| 2019-08-01 | 19.7941456517793 |
| 2019-09-01 | 19.7327052671523 |
| 2019-10-01 | 19.6857426480457 |
| 2019-11-01 | 19.7623031343944 |
| 2019-12-01 | 20.0174556230891 |
| 2020-01-01 | 20.0582511350294 |
| 2020-02-01 | 20.2284420447506 |
| 2020-03-01 | 19.1986079773178 |
| 2020-04-01 | 10.7465259104847 |
| 2020-05-01 | 12.6354019538900 |
| 2020-06-01 | 15.7084445666507 |
| 2020-07-01 | 16.6689947055265 |
| 2020-08-01 | 16.7996352853073 |
| 2020-09-01 | 16.8994820632502 |
| 2020-10-01 | 17.3807466486757 |
| 2020-11-01 | 17.3727655705623 |
| 2020-12-01 | 17.0316027160854 |
| 2021-01-01 | 17.4538625248652 |
| 2021-02-01 | 17.6257202442165 |
| 2021-03-01 | 17.6965443972875 |
| 2021-04-01 | 17.9466155969442 |
| 2021-05-01 | 17.9145006816376 |
| 2021-06-01 | 18.2697055692238 |
| 2021-07-01 | 18.6583653729267 |
| 2021-08-01 | 18.8151587707095 |
| 2021-09-01 | 18.8571187033714 |
| 2021-10-01 | 18.6780957662614 |
| 2021-11-01 | 18.9576700182110 |
| 2021-12-01 | 19.4371798105429 |
| 2022-01-01 | 19.2432526546581 |
| 2022-02-01 | 19.4286434671745 |
| 2022-03-01 | 19.2982375915227 |
| 2022-04-01 | 19.8615538805705 |
| 2022-05-01 | 19.9031746373300 |
| 2022-06-01 | 20.0521923857469 |
| 2022-07-01 | 20.0447747498343 |
| 2022-08-01 | 19.8067388923707 |
| 2022-09-01 | 19.9868795283590 |
| 2022-10-01 | 20.1870763887382 |
| 2022-11-01 | 20.2606343110401 |
| 2022-12-01 | 20.2475813425139 |
| 2023-01-01 | 20.3238620479715 |
| 2023-02-01 | 20.1302178444126 |
| 2023-03-01 | 20.3065902416035 |
| 2023-04-01 | 20.0628097323829 |
| 2023-05-01 | 20.1795984056710 |
| 2023-06-01 | 20.2304379717592 |
| 2023-07-01 | 20.3554093523712 |
| 2023-08-01 | 20.5185127542417 |
| 2023-09-01 | 20.6077706096473 |
| 2023-10-01 | 20.5977487533552 |
| 2023-11-01 | 20.4568363126695 |
| 2023-12-01 | 20.4516818396087 |
| 2024-01-01 | 20.3945543459059 |
| 2024-02-01 | 20.5331199371119 |
| 2024-03-01 | 20.4093085516920 |
| 2024-04-01 | 20.3666226312103 |
| 2024-05-01 | 20.3631843516704 |
| 2024-06-01 | 20.3266504359793 |
| 2024-07-01 | 20.0710356488230 |
| 2024-08-01 | 19.9149126784086 |
| 2024-09-01 | 19.8067597729448 |
| 2024-10-01 | 19.8179235269053 |
| 2024-11-01 | 19.8686865881343 |
| 2024-12-01 | 20.0518356617370 |
| 2025-01-01 | 19.7746044365874 |
| 2025-02-01 | 19.7232963935165 |
| 2025-03-01 | 19.6192613054155 |
| 2025-04-01 | 19.5541442089301 |
| 2025-05-01 | 19.5475287907138 |
| 2025-06-01 | 19.4239142639287 |
| 2025-07-01 | 19.3909004095959 |
| 2025-08-01 | 19.5212840494163 |
| 2025-09-01 | 19.3078344560764 |
| 2025-10-01 | 19.2372090318930 |
| 2025-11-01 | 19.2678213652640 |
| 2025-12-01 | 19.2462914906387 |
| 2026-01-01 | 19.3621208143051 |
| 2026-02-01 | 19.2146657582983 |
| 2026-03-01 | 19.2306479444573 |
| 2026-04-01 | 19.3429193433940 |