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 2026-05-01 |
| Last Updated | 2026-06-24 9:39 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 | 17.5749395833294 |
| 1990-02-01 | 17.5557303758717 |
| 1990-03-01 | 17.7677333712729 |
| 1990-04-01 | 17.7858300240272 |
| 1990-05-01 | 17.7336953163295 |
| 1990-06-01 | 17.7188094863913 |
| 1990-07-01 | 17.5286012525710 |
| 1990-08-01 | 17.4095384891298 |
| 1990-09-01 | 17.4430129365083 |
| 1990-10-01 | 17.1371034720447 |
| 1990-11-01 | 17.1852435295912 |
| 1990-12-01 | 17.3659695323601 |
| 1991-01-01 | 17.2851948757732 |
| 1991-02-01 | 17.1392841476703 |
| 1991-03-01 | 17.0642071183650 |
| 1991-04-01 | 16.6831362455270 |
| 1991-05-01 | 16.7354538528256 |
| 1991-06-01 | 16.6063780338539 |
| 1991-07-01 | 16.8258161273701 |
| 1991-08-01 | 16.9115150278898 |
| 1991-09-01 | 16.7631176373838 |
| 1991-10-01 | 16.8346231755351 |
| 1991-11-01 | 16.7981545413056 |
| 1991-12-01 | 16.9737881060762 |
| 1992-01-01 | 16.5080312640098 |
| 1992-02-01 | 16.5068506681924 |
| 1992-03-01 | 16.3594730581530 |
| 1992-04-01 | 15.5755572982273 |
| 1992-05-01 | 15.6301337173535 |
| 1992-06-01 | 15.6774337381532 |
| 1992-07-01 | 15.7212792286755 |
| 1992-08-01 | 15.7106614276656 |
| 1992-09-01 | 15.9967687624625 |
| 1992-10-01 | 15.7326051422765 |
| 1992-11-01 | 15.8156697919689 |
| 1992-12-01 | 15.6023794352239 |
| 1993-01-01 | 16.0387519631689 |
| 1993-02-01 | 15.9720291497907 |
| 1993-03-01 | 15.6533425219191 |
| 1993-04-01 | 16.3592619346296 |
| 1993-05-01 | 16.4183347785163 |
| 1993-06-01 | 16.3260738841590 |
| 1993-07-01 | 16.2062618638170 |
| 1993-08-01 | 16.2177171840753 |
| 1993-09-01 | 16.3191095525165 |
| 1993-10-01 | 16.7491285658977 |
| 1993-11-01 | 16.7534690729421 |
| 1993-12-01 | 16.9564884109708 |
| 1994-01-01 | 16.8523461797438 |
| 1994-02-01 | 17.1414486790033 |
| 1994-03-01 | 16.9427865883350 |
| 1994-04-01 | 16.5332791492239 |
| 1994-05-01 | 16.5850140912578 |
| 1994-06-01 | 16.7759107565087 |
| 1994-07-01 | 17.0963515300652 |
| 1994-08-01 | 17.0256479107606 |
| 1994-09-01 | 16.9420522271612 |
| 1994-10-01 | 16.9672143704200 |
| 1994-11-01 | 17.0084721321169 |
| 1994-12-01 | 17.1042893812967 |
| 1995-01-01 | 16.9595643116606 |
| 1995-02-01 | 17.2109870128781 |
| 1995-03-01 | 17.4252908069313 |
| 1995-04-01 | 17.6191045943754 |
| 1995-05-01 | 17.7590203410901 |
| 1995-06-01 | 18.1469481566765 |
| 1995-07-01 | 17.8631955182727 |
| 1995-08-01 | 18.0250041292661 |
| 1995-09-01 | 18.0421972384660 |
| 1995-10-01 | 17.9932084769385 |
| 1995-11-01 | 18.1707057592141 |
| 1995-12-01 | 18.1433675613763 |
| 1996-01-01 | 18.2654829010879 |
| 1996-02-01 | 18.1050317539707 |
| 1996-03-01 | 17.7055025438575 |
| 1996-04-01 | 18.2003585319666 |
| 1996-05-01 | 18.5309768259828 |
| 1996-06-01 | 18.3635857274120 |
| 1996-07-01 | 17.6152594377934 |
| 1996-08-01 | 17.7951630069137 |
| 1996-09-01 | 17.9410535787872 |
| 1996-10-01 | 17.9228977175976 |
| 1996-11-01 | 17.9283792045744 |
| 1996-12-01 | 17.8741254546639 |
| 1997-01-01 | 18.1512106316089 |
| 1997-02-01 | 18.2047553183772 |
| 1997-03-01 | 18.0893491595947 |
| 1997-04-01 | 18.0850837906741 |
| 1997-05-01 | 18.2273276825591 |
| 1997-06-01 | 18.2180290031448 |
| 1997-07-01 | 18.1523886935513 |
| 1997-08-01 | 18.3693770812105 |
| 1997-09-01 | 18.4213161699253 |
| 1997-10-01 | 18.4381003152942 |
| 1997-11-01 | 18.3577394045994 |
| 1997-12-01 | 18.4974835727606 |
| 1998-01-01 | 18.4420142036798 |
| 1998-02-01 | 18.5279683092863 |
| 1998-03-01 | 18.3979919173261 |
| 1998-04-01 | 17.9586310982074 |
| 1998-05-01 | 18.2123667752911 |
| 1998-06-01 | 18.0769716791026 |
| 1998-07-01 | 18.0051151611815 |
| 1998-08-01 | 17.7322717298291 |
| 1998-09-01 | 17.2202202797417 |
| 1998-10-01 | 17.6525078851728 |
| 1998-11-01 | 17.4742125405744 |
| 1998-12-01 | 17.4082746471524 |
| 1999-01-01 | 17.1254313369489 |
| 1999-02-01 | 17.2296196504228 |
| 1999-03-01 | 17.6051663461914 |
| 1999-04-01 | 17.8580971512557 |
| 1999-05-01 | 17.9248520290325 |
| 1999-06-01 | 17.9212120507060 |
| 1999-07-01 | 18.3610697152855 |
| 1999-08-01 | 18.5931355677279 |
| 1999-09-01 | 17.5244220767365 |
| 1999-10-01 | 18.3686715867692 |
| 1999-11-01 | 18.4679288015568 |
| 1999-12-01 | 18.6017738137526 |
| 2000-01-01 | 19.0254648268798 |
| 2000-02-01 | 18.9456115885522 |
| 2000-03-01 | 18.9307792611535 |
| 2000-04-01 | 18.7608718401507 |
| 2000-05-01 | 18.5194938834339 |
| 2000-06-01 | 18.5243913122750 |
| 2000-07-01 | 18.7456627559098 |
| 2000-08-01 | 18.7407410316466 |
| 2000-09-01 | 19.1428437606077 |
| 2000-10-01 | 18.2024941839457 |
| 2000-11-01 | 18.2692137104544 |
| 2000-12-01 | 18.1990730091466 |
| 2001-01-01 | 17.6996521881539 |
| 2001-02-01 | 17.7505425436318 |
| 2001-03-01 | 17.6478532783889 |
| 2001-04-01 | 17.9788878705074 |
| 2001-05-01 | 18.1252216644523 |
| 2001-06-01 | 18.1966457135203 |
| 2001-07-01 | 17.3554877115861 |
| 2001-08-01 | 17.8128489937722 |
| 2001-09-01 | 17.6432546375113 |
| 2001-10-01 | 17.7226431795729 |
| 2001-11-01 | 17.7645633572019 |
| 2001-12-01 | 17.6890989532382 |
| 2002-01-01 | 17.9969691327036 |
| 2002-02-01 | 18.1641765168311 |
| 2002-03-01 | 18.1880610118849 |
| 2002-04-01 | 17.9828438993366 |
| 2002-05-01 | 17.9989763658501 |
| 2002-06-01 | 18.1425280157112 |
| 2002-07-01 | 18.2967475389471 |
| 2002-08-01 | 18.1918129956434 |
| 2002-09-01 | 17.5471724583542 |
| 2002-10-01 | 17.9381069238745 |
| 2002-11-01 | 18.0650305533965 |
| 2002-12-01 | 18.1768145695108 |
| 2003-01-01 | 18.3006176980301 |
| 2003-02-01 | 18.2735791178791 |
| 2003-03-01 | 18.2185036221448 |
| 2003-04-01 | 18.1784120451314 |
| 2003-05-01 | 18.3824888539027 |
| 2003-06-01 | 18.3942850213922 |
| 2003-07-01 | 18.3382156545807 |
| 2003-08-01 | 18.4848532855427 |
| 2003-09-01 | 17.9389811761897 |
| 2003-10-01 | 18.6436923231998 |
| 2003-11-01 | 18.5588002923880 |
| 2003-12-01 | 18.6542350987721 |
| 2004-01-01 | 18.6234767078367 |
| 2004-02-01 | 18.5046081333076 |
| 2004-03-01 | 18.6533049508915 |
| 2004-04-01 | 18.5508034606720 |
| 2004-05-01 | 18.5500812824995 |
| 2004-06-01 | 18.6615429410191 |
| 2004-07-01 | 18.6690450602917 |
| 2004-08-01 | 18.6908595634346 |
| 2004-09-01 | 18.7450860112492 |
| 2004-10-01 | 18.6464421198048 |
| 2004-11-01 | 18.5472983330952 |
| 2004-12-01 | 18.5359792663677 |
| 2005-01-01 | 18.5259589811440 |
| 2005-02-01 | 18.7317744299061 |
| 2005-03-01 | 18.6787847433653 |
| 2005-04-01 | 18.8231732686030 |
| 2005-05-01 | 18.7326495032056 |
| 2005-06-01 | 18.6577278549208 |
| 2005-07-01 | 18.4829469838479 |
| 2005-08-01 | 18.4085354235649 |
| 2005-09-01 | 18.7429767119948 |
| 2005-10-01 | 18.4446638365603 |
| 2005-11-01 | 18.5265220844389 |
| 2005-12-01 | 18.5145974601538 |
| 2006-01-01 | 18.1310078884330 |
| 2006-02-01 | 18.1611262617519 |
| 2006-03-01 | 18.1064139883306 |
| 2006-04-01 | 18.2997798254209 |
| 2006-05-01 | 18.2027173314811 |
| 2006-06-01 | 18.2678229698421 |
| 2006-07-01 | 18.2844426268620 |
| 2006-08-01 | 18.4343674066261 |
| 2006-09-01 | 18.4563206812475 |
| 2006-10-01 | 18.4398162810032 |
| 2006-11-01 | 18.3971903622873 |
| 2006-12-01 | 18.4015919470112 |
| 2007-01-01 | 18.4156898426352 |
| 2007-02-01 | 18.3807297659626 |
| 2007-03-01 | 18.4217017091462 |
| 2007-04-01 | 18.2946850097996 |
| 2007-05-01 | 18.2958652005952 |
| 2007-06-01 | 18.2951342148547 |
| 2007-07-01 | 18.2700379342324 |
| 2007-08-01 | 18.0514098768951 |
| 2007-09-01 | 17.9564531015312 |
| 2007-10-01 | 18.0412260854132 |
| 2007-11-01 | 18.0725216780220 |
| 2007-12-01 | 17.9888491840932 |
| 2008-01-01 | 18.1017449481590 |
| 2008-02-01 | 18.0902686847659 |
| 2008-03-01 | 17.8160246885637 |
| 2008-04-01 | 17.5163981042947 |
| 2008-05-01 | 17.8010247285742 |
| 2008-06-01 | 17.8196944735051 |
| 2008-07-01 | 17.4565136642592 |
| 2008-08-01 | 17.3683314611313 |
| 2008-09-01 | 17.1478898181420 |
| 2008-10-01 | 17.0307465890750 |
| 2008-11-01 | 16.9550200567124 |
| 2008-12-01 | 16.9861702528469 |
| 2009-01-01 | 16.8939630871475 |
| 2009-02-01 | 16.7902960066052 |
| 2009-03-01 | 16.9006428387464 |
| 2009-04-01 | 16.8400919830491 |
| 2009-05-01 | 16.9119277791350 |
| 2009-06-01 | 16.8328793300786 |
| 2009-07-01 | 16.9596674872980 |
| 2009-08-01 | 16.9757843891992 |
| 2009-09-01 | 17.2348594540723 |
| 2009-10-01 | 17.0218474365209 |
| 2009-11-01 | 16.9513677692603 |
| 2009-12-01 | 16.8857352907691 |
| 2010-01-01 | 17.0060207790411 |
| 2010-02-01 | 16.8723826850855 |
| 2010-03-01 | 16.8682011273275 |
| 2010-04-01 | 16.9552453752848 |
| 2010-05-01 | 16.8292124236227 |
| 2010-06-01 | 16.8299313056786 |
| 2010-07-01 | 16.9860449403728 |
| 2010-08-01 | 16.8798348697917 |
| 2010-09-01 | 17.1319124453123 |
| 2010-10-01 | 17.0176944500553 |
| 2010-11-01 | 17.1455572279856 |
| 2010-12-01 | 17.0853281879121 |
| 2011-01-01 | 16.8205904848375 |
| 2011-02-01 | 16.8484279138277 |
| 2011-03-01 | 16.8332649880133 |
| 2011-04-01 | 16.7511750744866 |
| 2011-05-01 | 16.8506120762693 |
| 2011-06-01 | 17.0274052478159 |
| 2011-07-01 | 17.1222317207246 |
| 2011-08-01 | 17.4802026598658 |
| 2011-09-01 | 17.4499072925385 |
| 2011-10-01 | 17.4124229352786 |
| 2011-11-01 | 17.3363124067604 |
| 2011-12-01 | 17.3774379117545 |
| 2012-01-01 | 17.1328277878598 |
| 2012-02-01 | 17.6168990891404 |
| 2012-03-01 | 17.6965519543449 |
| 2012-04-01 | 17.7522278377613 |
| 2012-05-01 | 17.8717261128879 |
| 2012-06-01 | 17.8279731946494 |
| 2012-07-01 | 17.6594642246445 |
| 2012-08-01 | 17.6799041200378 |
| 2012-09-01 | 17.5744052143730 |
| 2012-10-01 | 17.7048490354898 |
| 2012-11-01 | 17.7249974702361 |
| 2012-12-01 | 17.8790354068878 |
| 2013-01-01 | 18.0264603057353 |
| 2013-02-01 | 18.1889085516751 |
| 2013-03-01 | 18.1773582982586 |
| 2013-04-01 | 18.2388671404012 |
| 2013-05-01 | 18.1815480281808 |
| 2013-06-01 | 18.3462674596906 |
| 2013-07-01 | 18.1845086014011 |
| 2013-08-01 | 18.2753738125839 |
| 2013-09-01 | 18.0183351628823 |
| 2013-10-01 | 18.2011396107942 |
| 2013-11-01 | 18.4078976658798 |
| 2013-12-01 | 18.4665985714925 |
| 2014-01-01 | 18.4124756270312 |
| 2014-02-01 | 18.4695331655902 |
| 2014-03-01 | 18.6617112864106 |
| 2014-04-01 | 18.6331628710680 |
| 2014-05-01 | 18.6993970087615 |
| 2014-06-01 | 18.7760122063905 |
| 2014-07-01 | 18.9866216825776 |
| 2014-08-01 | 19.0604431336972 |
| 2014-09-01 | 19.0565486623566 |
| 2014-10-01 | 19.3009781416397 |
| 2014-11-01 | 19.1964558761077 |
| 2014-12-01 | 19.1630697866964 |
| 2015-01-01 | 19.1918220415535 |
| 2015-02-01 | 19.1685968366095 |
| 2015-03-01 | 19.0437046792408 |
| 2015-04-01 | 19.0256141277463 |
| 2015-05-01 | 19.3094544089612 |
| 2015-06-01 | 18.9983938717963 |
| 2015-07-01 | 18.9719146191036 |
| 2015-08-01 | 19.0589417500217 |
| 2015-09-01 | 19.3079773438671 |
| 2015-10-01 | 19.4879660657717 |
| 2015-11-01 | 19.2908071113383 |
| 2015-12-01 | 19.2638624965089 |
| 2016-01-01 | 19.3779205693656 |
| 2016-02-01 | 19.3685592464622 |
| 2016-03-01 | 19.3153895144796 |
| 2016-04-01 | 19.6374981571456 |
| 2016-05-01 | 19.5103358901911 |
| 2016-06-01 | 19.4924040565751 |
| 2016-07-01 | 19.6521056396298 |
| 2016-08-01 | 19.6594952246400 |
| 2016-09-01 | 19.6596418134341 |
| 2016-10-01 | 19.5835448247265 |
| 2016-11-01 | 19.9111963191120 |
| 2016-12-01 | 19.8779258329129 |
| 2017-01-01 | 19.5660556639745 |
| 2017-02-01 | 19.5631596801544 |
| 2017-03-01 | 19.5839999626111 |
| 2017-04-01 | 19.4382699790233 |
| 2017-05-01 | 19.3890744545178 |
| 2017-06-01 | 19.4567467594661 |
| 2017-07-01 | 19.7379036754266 |
| 2017-08-01 | 19.7724747249359 |
| 2017-09-01 | 20.0448723234470 |
| 2017-10-01 | 19.6825909185763 |
| 2017-11-01 | 19.6296166125298 |
| 2017-12-01 | 19.6895898397770 |
| 2018-01-01 | 19.8618391479355 |
| 2018-02-01 | 19.8462854800698 |
| 2018-03-01 | 19.9491517977074 |
| 2018-04-01 | 19.9446033186198 |
| 2018-05-01 | 20.0735961031796 |
| 2018-06-01 | 20.1085470761853 |
| 2018-07-01 | 19.8122794578700 |
| 2018-08-01 | 19.7742122576019 |
| 2018-09-01 | 19.9340935010547 |
| 2018-10-01 | 20.0932650129599 |
| 2018-11-01 | 19.9562141272930 |
| 2018-12-01 | 19.9038694431258 |
| 2019-01-01 | 19.9625555022194 |
| 2019-02-01 | 19.9322272823488 |
| 2019-03-01 | 20.0216354628762 |
| 2019-04-01 | 19.8390044081611 |
| 2019-05-01 | 19.8495305109719 |
| 2019-06-01 | 19.8505967439675 |
| 2019-07-01 | 19.7925004221888 |
| 2019-08-01 | 19.7929519159421 |
| 2019-09-01 | 19.7326659326605 |
| 2019-10-01 | 19.6853549350921 |
| 2019-11-01 | 19.7624071702920 |
| 2019-12-01 | 20.0175161460927 |
| 2020-01-01 | 20.0585965911560 |
| 2020-02-01 | 20.2289553532179 |
| 2020-03-01 | 19.1995952505832 |
| 2020-04-01 | 10.7489660379402 |
| 2020-05-01 | 12.6333205453526 |
| 2020-06-01 | 15.7082218585594 |
| 2020-07-01 | 16.6688962444122 |
| 2020-08-01 | 16.7976666594656 |
| 2020-09-01 | 16.8994667517925 |
| 2020-10-01 | 17.3802498543127 |
| 2020-11-01 | 17.3728683631605 |
| 2020-12-01 | 17.0316587509264 |
| 2021-01-01 | 17.4543777640993 |
| 2021-02-01 | 17.6264471697022 |
| 2021-03-01 | 17.6979320487030 |
| 2021-04-01 | 17.9496137351921 |
| 2021-05-01 | 17.9124654149189 |
| 2021-06-01 | 18.2690717860274 |
| 2021-07-01 | 18.6581342392968 |
| 2021-08-01 | 18.8123306794562 |
| 2021-09-01 | 18.8568306494166 |
| 2021-10-01 | 18.6773902433772 |
| 2021-11-01 | 18.9577733634751 |
| 2021-12-01 | 19.4369923279924 |
| 2022-01-01 | 19.2445042588223 |
| 2022-02-01 | 19.4302524791577 |
| 2022-03-01 | 19.3003755618131 |
| 2022-04-01 | 19.8648834179721 |
| 2022-05-01 | 19.9014174257928 |
| 2022-06-01 | 20.0507385540609 |
| 2022-07-01 | 20.0435944837890 |
| 2022-08-01 | 19.8042115382224 |
| 2022-09-01 | 19.9854305963771 |
| 2022-10-01 | 20.1852295341468 |
| 2022-11-01 | 20.2597297879086 |
| 2022-12-01 | 20.2463872780063 |
| 2023-01-01 | 20.3283994109294 |
| 2023-02-01 | 20.1324012519104 |
| 2023-03-01 | 20.3100026505046 |
| 2023-04-01 | 20.0744426267898 |
| 2023-05-01 | 20.1722565566457 |
| 2023-06-01 | 20.2259326091013 |
| 2023-07-01 | 20.3521763204802 |
| 2023-08-01 | 20.5160121462293 |
| 2023-09-01 | 20.6050787435051 |
| 2023-10-01 | 20.5949521939754 |
| 2023-11-01 | 20.4552995387507 |
| 2023-12-01 | 20.4499647229041 |
| 2024-01-01 | 20.4027893204810 |
| 2024-02-01 | 20.5363470668791 |
| 2024-03-01 | 20.4143669091200 |
| 2024-04-01 | 20.3883146415054 |
| 2024-05-01 | 20.3482203042917 |
| 2024-06-01 | 20.3185947061445 |
| 2024-07-01 | 20.0652238129865 |
| 2024-08-01 | 19.9131243043572 |
| 2024-09-01 | 19.8026579553422 |
| 2024-10-01 | 19.8139770766174 |
| 2024-11-01 | 19.8663177695287 |
| 2024-12-01 | 20.0498147998819 |
| 2025-01-01 | 19.7870076067336 |
| 2025-02-01 | 19.7273437917855 |
| 2025-03-01 | 19.6261044323983 |
| 2025-04-01 | 19.5885543394814 |
| 2025-05-01 | 19.5216372331030 |
| 2025-06-01 | 19.4119662090601 |
| 2025-07-01 | 19.3828213171242 |
| 2025-08-01 | 19.5196856547936 |
| 2025-09-01 | 19.3029637297910 |
| 2025-10-01 | 19.2328981211316 |
| 2025-11-01 | 19.2655097741512 |
| 2025-12-01 | 19.2444233988508 |
| 2026-01-01 | 19.3767870319927 |
| 2026-02-01 | 19.2197908594495 |
| 2026-03-01 | 19.2389310715235 |
| 2026-04-01 | 19.2840446072868 |
| 2026-05-01 | 19.4092008020114 |