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 2026-08-01 |
| Last Updated | 2026-09-18 12:20 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 | 17.5748501030 |
| 1990-02-01 | 17.5556343930 |
| 1990-03-01 | 17.7676153285 |
| 1990-04-01 | 17.7860229169 |
| 1990-05-01 | 17.7337765154 |
| 1990-06-01 | 17.7188727327 |
| 1990-07-01 | 17.5286416469 |
| 1990-08-01 | 17.4095532755 |
| 1990-09-01 | 17.4430458459 |
| 1990-10-01 | 17.1370752740 |
| 1990-11-01 | 17.1851996631 |
| 1990-12-01 | 17.3659152435 |
| 1991-01-01 | 17.2851098901 |
| 1991-02-01 | 17.1391942115 |
| 1991-03-01 | 17.0640937214 |
| 1991-04-01 | 16.6833254615 |
| 1991-05-01 | 16.7355317690 |
| 1991-06-01 | 16.6064341180 |
| 1991-07-01 | 16.8258563395 |
| 1991-08-01 | 16.9115275983 |
| 1991-09-01 | 16.7631452348 |
| 1991-10-01 | 16.8345960863 |
| 1991-11-01 | 16.7981131551 |
| 1991-12-01 | 16.9737370722 |
| 1992-01-01 | 16.5079562070 |
| 1992-02-01 | 16.5067698570 |
| 1992-03-01 | 16.3593645569 |
| 1992-04-01 | 15.5757402742 |
| 1992-05-01 | 15.6302037325 |
| 1992-06-01 | 15.6774817471 |
| 1992-07-01 | 15.7213144258 |
| 1992-08-01 | 15.7106687695 |
| 1992-09-01 | 15.9967900062 |
| 1992-10-01 | 15.7325802457 |
| 1992-11-01 | 15.8156340234 |
| 1992-12-01 | 15.6023367660 |
| 1993-01-01 | 16.0386911069 |
| 1993-02-01 | 15.9719599086 |
| 1993-03-01 | 15.6532409522 |
| 1993-04-01 | 16.3594271736 |
| 1993-05-01 | 16.4183982619 |
| 1993-06-01 | 16.3261155436 |
| 1993-07-01 | 16.2062884986 |
| 1993-08-01 | 16.2177161319 |
| 1993-09-01 | 16.3191243115 |
| 1993-10-01 | 16.7491044791 |
| 1993-11-01 | 16.7534393502 |
| 1993-12-01 | 16.9564564189 |
| 1994-01-01 | 16.8523041492 |
| 1994-02-01 | 17.1414011866 |
| 1994-03-01 | 16.9427082027 |
| 1994-04-01 | 16.5334006628 |
| 1994-05-01 | 16.5850604587 |
| 1994-06-01 | 16.7759475741 |
| 1994-07-01 | 17.0963696769 |
| 1994-08-01 | 17.0256440806 |
| 1994-09-01 | 16.9420590359 |
| 1994-10-01 | 16.9671960961 |
| 1994-11-01 | 17.0084515415 |
| 1994-12-01 | 17.1042682568 |
| 1995-01-01 | 16.9595377973 |
| 1995-02-01 | 17.2109583876 |
| 1995-03-01 | 17.4252394281 |
| 1995-04-01 | 17.6191799816 |
| 1995-05-01 | 17.7590483447 |
| 1995-06-01 | 18.1469755134 |
| 1995-07-01 | 17.8632060363 |
| 1995-08-01 | 18.0249985140 |
| 1995-09-01 | 18.0422066867 |
| 1995-10-01 | 17.9931961137 |
| 1995-11-01 | 18.1706933753 |
| 1995-12-01 | 18.1433552425 |
| 1996-01-01 | 18.2654690187 |
| 1996-02-01 | 18.1050196990 |
| 1996-03-01 | 17.7054783417 |
| 1996-04-01 | 18.2003888407 |
| 1996-05-01 | 18.5309784962 |
| 1996-06-01 | 18.3636063280 |
| 1996-07-01 | 17.6152527753 |
| 1996-08-01 | 17.7951631017 |
| 1996-09-01 | 17.9410941117 |
| 1996-10-01 | 17.9228856908 |
| 1996-11-01 | 17.9283706128 |
| 1996-12-01 | 17.8741185961 |
| 1997-01-01 | 18.1512026889 |
| 1997-02-01 | 18.2047490302 |
| 1997-03-01 | 18.0893347788 |
| 1997-04-01 | 18.0850915521 |
| 1997-05-01 | 18.2273162197 |
| 1997-06-01 | 18.2180434557 |
| 1997-07-01 | 18.1523628408 |
| 1997-08-01 | 18.3693732272 |
| 1997-09-01 | 18.4213792331 |
| 1997-10-01 | 18.4380999974 |
| 1997-11-01 | 18.3577391779 |
| 1997-12-01 | 18.4974827213 |
| 1998-01-01 | 18.4420092361 |
| 1998-02-01 | 18.5279648237 |
| 1998-03-01 | 18.3979822478 |
| 1998-04-01 | 17.9586165358 |
| 1998-05-01 | 18.2123473768 |
| 1998-06-01 | 18.0769858971 |
| 1998-07-01 | 18.0050710038 |
| 1998-08-01 | 17.7322650351 |
| 1998-09-01 | 17.2202971044 |
| 1998-10-01 | 17.6525196016 |
| 1998-11-01 | 17.4742199678 |
| 1998-12-01 | 17.4082782418 |
| 1999-01-01 | 17.1254266948 |
| 1999-02-01 | 17.2296149929 |
| 1999-03-01 | 17.6051576540 |
| 1999-04-01 | 17.8580796491 |
| 1999-05-01 | 17.9248323471 |
| 1999-06-01 | 17.9212209863 |
| 1999-07-01 | 18.3610161869 |
| 1999-08-01 | 18.5931192590 |
| 1999-09-01 | 17.5244877937 |
| 1999-10-01 | 18.3687007038 |
| 1999-11-01 | 18.4679473540 |
| 1999-12-01 | 18.6017831623 |
| 2000-01-01 | 19.0254619162 |
| 2000-02-01 | 18.9456060261 |
| 2000-03-01 | 18.9307711799 |
| 2000-04-01 | 18.7608511122 |
| 2000-05-01 | 18.5194746383 |
| 2000-06-01 | 18.5244009034 |
| 2000-07-01 | 18.7456028307 |
| 2000-08-01 | 18.7407219829 |
| 2000-09-01 | 19.1429043461 |
| 2000-10-01 | 18.2025234738 |
| 2000-11-01 | 18.2692335629 |
| 2000-12-01 | 18.1990844428 |
| 2001-01-01 | 17.6996514884 |
| 2001-02-01 | 17.7505382523 |
| 2001-03-01 | 17.6478474040 |
| 2001-04-01 | 17.9788709040 |
| 2001-05-01 | 18.1252079741 |
| 2001-06-01 | 18.1966540544 |
| 2001-07-01 | 17.3554351107 |
| 2001-08-01 | 17.8128252293 |
| 2001-09-01 | 17.6432850569 |
| 2001-10-01 | 17.7226793172 |
| 2001-11-01 | 17.7645873706 |
| 2001-12-01 | 17.6891122933 |
| 2002-01-01 | 17.9969704966 |
| 2002-02-01 | 18.1641724531 |
| 2002-03-01 | 18.1880556081 |
| 2002-04-01 | 17.9828272982 |
| 2002-05-01 | 17.9989679617 |
| 2002-06-01 | 18.1425363014 |
| 2002-07-01 | 18.2967086248 |
| 2002-08-01 | 18.1917945376 |
| 2002-09-01 | 17.5471869412 |
| 2002-10-01 | 17.9381340129 |
| 2002-11-01 | 18.0650494554 |
| 2002-12-01 | 18.1768247566 |
| 2003-01-01 | 18.3006208473 |
| 2003-02-01 | 18.2735766018 |
| 2003-03-01 | 18.2184998094 |
| 2003-04-01 | 18.1783990163 |
| 2003-05-01 | 18.3824851340 |
| 2003-06-01 | 18.3942884598 |
| 2003-07-01 | 18.3381937325 |
| 2003-08-01 | 18.4848415636 |
| 2003-09-01 | 17.9389871661 |
| 2003-10-01 | 18.6437095759 |
| 2003-11-01 | 18.5588128812 |
| 2003-12-01 | 18.6542407821 |
| 2004-01-01 | 18.6234803948 |
| 2004-02-01 | 18.5046068397 |
| 2004-03-01 | 18.6533017146 |
| 2004-04-01 | 18.5507915619 |
| 2004-05-01 | 18.5500778645 |
| 2004-06-01 | 18.6615433930 |
| 2004-07-01 | 18.6690326404 |
| 2004-08-01 | 18.6908584386 |
| 2004-09-01 | 18.7451077868 |
| 2004-10-01 | 18.6464415489 |
| 2004-11-01 | 18.5472996038 |
| 2004-12-01 | 18.5359782490 |
| 2005-01-01 | 18.5259615027 |
| 2005-02-01 | 18.7317738281 |
| 2005-03-01 | 18.6787834460 |
| 2005-04-01 | 18.8231656345 |
| 2005-05-01 | 18.7326471269 |
| 2005-06-01 | 18.6577252517 |
| 2005-07-01 | 18.4829421893 |
| 2005-08-01 | 18.4085374303 |
| 2005-09-01 | 18.7429964386 |
| 2005-10-01 | 18.4446628340 |
| 2005-11-01 | 18.5265216463 |
| 2005-12-01 | 18.5145941296 |
| 2006-01-01 | 18.1310085002 |
| 2006-02-01 | 18.1611242682 |
| 2006-03-01 | 18.1064126684 |
| 2006-04-01 | 18.2997722674 |
| 2006-05-01 | 18.2027155637 |
| 2006-06-01 | 18.2678211203 |
| 2006-07-01 | 18.2844413617 |
| 2006-08-01 | 18.4343706500 |
| 2006-09-01 | 18.4563385955 |
| 2006-10-01 | 18.4398157810 |
| 2006-11-01 | 18.3971897527 |
| 2006-12-01 | 18.4015879491 |
| 2007-01-01 | 18.4156896954 |
| 2007-02-01 | 18.3807267606 |
| 2007-03-01 | 18.4216999770 |
| 2007-04-01 | 18.2946783724 |
| 2007-05-01 | 18.2958629961 |
| 2007-06-01 | 18.2951319238 |
| 2007-07-01 | 18.2700365255 |
| 2007-08-01 | 18.0514117894 |
| 2007-09-01 | 17.9564751972 |
| 2007-10-01 | 18.0412256679 |
| 2007-11-01 | 18.0725208956 |
| 2007-12-01 | 17.9888459899 |
| 2008-01-01 | 18.1017440722 |
| 2008-02-01 | 18.0902652559 |
| 2008-03-01 | 17.8160220333 |
| 2008-04-01 | 17.5163917463 |
| 2008-05-01 | 17.8010209869 |
| 2008-06-01 | 17.8196904108 |
| 2008-07-01 | 17.4565101230 |
| 2008-08-01 | 17.3683280490 |
| 2008-09-01 | 17.1479299475 |
| 2008-10-01 | 17.0307437808 |
| 2008-11-01 | 16.9550171603 |
| 2008-12-01 | 16.9861665544 |
| 2009-01-01 | 16.8939617791 |
| 2009-02-01 | 16.7902913273 |
| 2009-03-01 | 16.9006387815 |
| 2009-04-01 | 16.8400857637 |
| 2009-05-01 | 16.9119222591 |
| 2009-06-01 | 16.8328733746 |
| 2009-07-01 | 16.9596620194 |
| 2009-08-01 | 16.9757762443 |
| 2009-09-01 | 17.2349154047 |
| 2009-10-01 | 17.0218433234 |
| 2009-11-01 | 16.9513642132 |
| 2009-12-01 | 16.8857327061 |
| 2010-01-01 | 17.0060204276 |
| 2010-02-01 | 16.8723780943 |
| 2010-03-01 | 16.8681953384 |
| 2010-04-01 | 16.9552365123 |
| 2010-05-01 | 16.8292030871 |
| 2010-06-01 | 16.8299208471 |
| 2010-07-01 | 16.9860342665 |
| 2010-08-01 | 16.8798199326 |
| 2010-09-01 | 17.1319926835 |
| 2010-10-01 | 17.0176871910 |
| 2010-11-01 | 17.1455536527 |
| 2010-12-01 | 17.0853289945 |
| 2011-01-01 | 16.8205966663 |
| 2011-02-01 | 16.8484281390 |
| 2011-03-01 | 16.8332600637 |
| 2011-04-01 | 16.7511625597 |
| 2011-05-01 | 16.8505923200 |
| 2011-06-01 | 17.0273793041 |
| 2011-07-01 | 17.1222047671 |
| 2011-08-01 | 17.4801761963 |
| 2011-09-01 | 17.4499986494 |
| 2011-10-01 | 17.4124210009 |
| 2011-11-01 | 17.3363247986 |
| 2011-12-01 | 17.3774620800 |
| 2012-01-01 | 17.1328572924 |
| 2012-02-01 | 17.6169209249 |
| 2012-03-01 | 17.6965645663 |
| 2012-04-01 | 17.7522287991 |
| 2012-05-01 | 17.8715690441 |
| 2012-06-01 | 17.8279386747 |
| 2012-07-01 | 17.6594218309 |
| 2012-08-01 | 17.6798671093 |
| 2012-09-01 | 17.5744915717 |
| 2012-10-01 | 17.7048573485 |
| 2012-11-01 | 17.7250581761 |
| 2012-12-01 | 17.8791202808 |
| 2013-01-01 | 18.0265495651 |
| 2013-02-01 | 18.1889774277 |
| 2013-03-01 | 18.1773981781 |
| 2013-04-01 | 18.2388760358 |
| 2013-05-01 | 18.1812271646 |
| 2013-06-01 | 18.3461759203 |
| 2013-07-01 | 18.1843949559 |
| 2013-08-01 | 18.2752611249 |
| 2013-09-01 | 18.0182952161 |
| 2013-10-01 | 18.2010433980 |
| 2013-11-01 | 18.4084080225 |
| 2013-12-01 | 18.4669337483 |
| 2014-01-01 | 18.4125441609 |
| 2014-02-01 | 18.4696093515 |
| 2014-03-01 | 18.6617546747 |
| 2014-04-01 | 18.6331416549 |
| 2014-05-01 | 18.6988599110 |
| 2014-06-01 | 18.7758068383 |
| 2014-07-01 | 18.9863798013 |
| 2014-08-01 | 19.0602120588 |
| 2014-09-01 | 19.0564726914 |
| 2014-10-01 | 19.3007851651 |
| 2014-11-01 | 19.1974199320 |
| 2014-12-01 | 19.1636715830 |
| 2015-01-01 | 19.1918971949 |
| 2015-02-01 | 19.1687069351 |
| 2015-03-01 | 19.0438298586 |
| 2015-04-01 | 19.0257184407 |
| 2015-05-01 | 19.3090893595 |
| 2015-06-01 | 18.9969149108 |
| 2015-07-01 | 18.9718810392 |
| 2015-08-01 | 19.0584495038 |
| 2015-09-01 | 19.3080939808 |
| 2015-10-01 | 19.4878291098 |
| 2015-11-01 | 19.2922996762 |
| 2015-12-01 | 19.2647288405 |
| 2016-01-01 | 19.3779477244 |
| 2016-02-01 | 19.3686401534 |
| 2016-03-01 | 19.3155334658 |
| 2016-04-01 | 19.6376728949 |
| 2016-05-01 | 19.5101105090 |
| 2016-06-01 | 19.4896570188 |
| 2016-07-01 | 19.6523268948 |
| 2016-08-01 | 19.6588422739 |
| 2016-09-01 | 19.6601384182 |
| 2016-10-01 | 19.5836997510 |
| 2016-11-01 | 19.9129112909 |
| 2016-12-01 | 19.8789029086 |
| 2017-01-01 | 19.5660878854 |
| 2017-02-01 | 19.5631257230 |
| 2017-03-01 | 19.5838964141 |
| 2017-04-01 | 19.4381510629 |
| 2017-05-01 | 19.3898637300 |
| 2017-06-01 | 19.4524788723 |
| 2017-07-01 | 19.7384662443 |
| 2017-08-01 | 19.7716652417 |
| 2017-09-01 | 20.0455735596 |
| 2017-10-01 | 19.6837448775 |
| 2017-11-01 | 19.6313377981 |
| 2017-12-01 | 19.6907284126 |
| 2018-01-01 | 19.8616076520 |
| 2018-02-01 | 19.8458666457 |
| 2018-03-01 | 19.9484778930 |
| 2018-04-01 | 19.9438090496 |
| 2018-05-01 | 20.0756399707 |
| 2018-06-01 | 20.1037699358 |
| 2018-07-01 | 19.8127144130 |
| 2018-08-01 | 19.7737383640 |
| 2018-09-01 | 19.9346649790 |
| 2018-10-01 | 20.0961404453 |
| 2018-11-01 | 19.9572459570 |
| 2018-12-01 | 19.9049604089 |
| 2019-01-01 | 19.9620807037 |
| 2019-02-01 | 19.9314733566 |
| 2019-03-01 | 20.0199559719 |
| 2019-04-01 | 19.8376559882 |
| 2019-05-01 | 19.8529646405 |
| 2019-06-01 | 19.8454052676 |
| 2019-07-01 | 19.7928511823 |
| 2019-08-01 | 19.7933570939 |
| 2019-09-01 | 19.7329000714 |
| 2019-10-01 | 19.6897936711 |
| 2019-11-01 | 19.7626271187 |
| 2019-12-01 | 20.0184696294 |
| 2020-01-01 | 20.0578206472 |
| 2020-02-01 | 20.2279134247 |
| 2020-03-01 | 19.1970855430 |
| 2020-04-01 | 10.7469454852 |
| 2020-05-01 | 12.6370701062 |
| 2020-06-01 | 15.7041256767 |
| 2020-07-01 | 16.6689079063 |
| 2020-08-01 | 16.7993104585 |
| 2020-09-01 | 16.8994493869 |
| 2020-10-01 | 17.3856071647 |
| 2020-11-01 | 17.3725105727 |
| 2020-12-01 | 17.0323650848 |
| 2021-01-01 | 17.4534016174 |
| 2021-02-01 | 17.6251089046 |
| 2021-03-01 | 17.6945046461 |
| 2021-04-01 | 17.9467933034 |
| 2021-05-01 | 17.9157734013 |
| 2021-06-01 | 18.2658411351 |
| 2021-07-01 | 18.6581417561 |
| 2021-08-01 | 18.8153131968 |
| 2021-09-01 | 18.8576160217 |
| 2021-10-01 | 18.6834525537 |
| 2021-11-01 | 18.9579210092 |
| 2021-12-01 | 19.4375054757 |
| 2022-01-01 | 19.2430547287 |
| 2022-02-01 | 19.4280530632 |
| 2022-03-01 | 19.2958828136 |
| 2022-04-01 | 19.8605976192 |
| 2022-05-01 | 19.9027201257 |
| 2022-06-01 | 20.0483087467 |
| 2022-07-01 | 20.0439504763 |
| 2022-08-01 | 19.8073762237 |
| 2022-09-01 | 19.9889755123 |
| 2022-10-01 | 20.1935754553 |
| 2022-11-01 | 20.2627526086 |
| 2022-12-01 | 20.2484101832 |
| 2023-01-01 | 20.3243042276 |
| 2023-02-01 | 20.1292487672 |
| 2023-03-01 | 20.3018749956 |
| 2023-04-01 | 20.0631372223 |
| 2023-05-01 | 20.1811282655 |
| 2023-06-01 | 20.2149680551 |
| 2023-07-01 | 20.3524720669 |
| 2023-08-01 | 20.5180680262 |
| 2023-09-01 | 20.6186660401 |
| 2023-10-01 | 20.6081179819 |
| 2023-11-01 | 20.4624770717 |
| 2023-12-01 | 20.4532095458 |
| 2024-01-01 | 20.3948862564 |
| 2024-02-01 | 20.5306508840 |
| 2024-03-01 | 20.4014013280 |
| 2024-04-01 | 20.3688018319 |
| 2024-05-01 | 20.3678052176 |
| 2024-06-01 | 20.2989652838 |
| 2024-07-01 | 20.0607946219 |
| 2024-08-01 | 19.9137446698 |
| 2024-09-01 | 19.8281415236 |
| 2024-10-01 | 19.8331995784 |
| 2024-11-01 | 19.8784129337 |
| 2024-12-01 | 20.0551225704 |
| 2025-01-01 | 19.7747808165 |
| 2025-02-01 | 19.7188995600 |
| 2025-03-01 | 19.6074083033 |
| 2025-04-01 | 19.5595367804 |
| 2025-05-01 | 19.5563844386 |
| 2025-06-01 | 19.3803242508 |
| 2025-07-01 | 19.3723795056 |
| 2025-08-01 | 19.5202439152 |
| 2025-09-01 | 19.3408917096 |
| 2025-10-01 | 19.2581305124 |
| 2025-11-01 | 19.2811198479 |
| 2025-12-01 | 19.2502868696 |
| 2026-01-01 | 19.3610554836 |
| 2026-02-01 | 19.2079337866 |
| 2026-03-01 | 19.2160013520 |
| 2026-04-01 | 19.2498394720 |
| 2026-05-01 | 19.1532318663 |
| 2026-06-01 | 19.2811537215 |
| 2026-07-01 | 19.3727076866 |
| 2026-08-01 | 18.9142730318 |