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 2026-06-01 |
| Last Updated | 2026-07-22 9:24 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 | 17.5749608610515 |
| 1990-02-01 | 17.5557531909121 |
| 1990-03-01 | 17.7677614184586 |
| 1990-04-01 | 17.7857841700092 |
| 1990-05-01 | 17.7336759759062 |
| 1990-06-01 | 17.7187944090600 |
| 1990-07-01 | 17.5285916107572 |
| 1990-08-01 | 17.4095349417251 |
| 1990-09-01 | 17.4430050983223 |
| 1990-10-01 | 17.1371101715086 |
| 1990-11-01 | 17.1852539768559 |
| 1990-12-01 | 17.3659825760723 |
| 1991-01-01 | 17.2852151159361 |
| 1991-02-01 | 17.1393055746606 |
| 1991-03-01 | 17.0642340944428 |
| 1991-04-01 | 16.6830912320971 |
| 1991-05-01 | 16.7354352166244 |
| 1991-06-01 | 16.6063646499947 |
| 1991-07-01 | 16.8258064930996 |
| 1991-08-01 | 16.9115119955184 |
| 1991-09-01 | 16.7631110595788 |
| 1991-10-01 | 16.8346296220391 |
| 1991-11-01 | 16.7981644199871 |
| 1991-12-01 | 16.9738004050806 |
| 1992-01-01 | 16.5080492147120 |
| 1992-02-01 | 16.5068700116887 |
| 1992-03-01 | 16.3594989339302 |
| 1992-04-01 | 15.5755137564755 |
| 1992-05-01 | 15.6301168972098 |
| 1992-06-01 | 15.6774219713960 |
| 1992-07-01 | 15.7212707626758 |
| 1992-08-01 | 15.7106596436269 |
| 1992-09-01 | 15.9967637162168 |
| 1992-10-01 | 15.7326111065586 |
| 1992-11-01 | 15.8156783874334 |
| 1992-12-01 | 15.6023898125590 |
| 1993-01-01 | 16.0387666536507 |
| 1993-02-01 | 15.9720458811157 |
| 1993-03-01 | 15.6533668637008 |
| 1993-04-01 | 16.3592227151600 |
| 1993-05-01 | 16.4183194444231 |
| 1993-06-01 | 16.3260627450617 |
| 1993-07-01 | 16.2062553315134 |
| 1993-08-01 | 16.2177175904514 |
| 1993-09-01 | 16.3191062233506 |
| 1993-10-01 | 16.7491344999450 |
| 1993-11-01 | 16.7534763810406 |
| 1993-12-01 | 16.9564963647819 |
| 1994-01-01 | 16.8523564837063 |
| 1994-02-01 | 17.1414602807418 |
| 1994-03-01 | 16.9428053872428 |
| 1994-04-01 | 16.5332503044149 |
| 1994-05-01 | 16.5850026918545 |
| 1994-06-01 | 16.7758998257971 |
| 1994-07-01 | 17.0963469841652 |
| 1994-08-01 | 17.0256493076753 |
| 1994-09-01 | 16.9420511216187 |
| 1994-10-01 | 16.9672192251205 |
| 1994-11-01 | 17.0084775163942 |
| 1994-12-01 | 17.1042948887557 |
| 1995-01-01 | 16.9595710305444 |
| 1995-02-01 | 17.2109942212601 |
| 1995-03-01 | 17.4253031985350 |
| 1995-04-01 | 17.6190859773344 |
| 1995-05-01 | 17.7590130271144 |
| 1995-06-01 | 18.1469385732211 |
| 1995-07-01 | 17.8631924568951 |
| 1995-08-01 | 18.0250060592293 |
| 1995-09-01 | 18.0421967050240 |
| 1995-10-01 | 17.9932123512388 |
| 1995-11-01 | 18.1707097192126 |
| 1995-12-01 | 18.1433714413166 |
| 1996-01-01 | 18.2654866615841 |
| 1996-02-01 | 18.1050353007786 |
| 1996-03-01 | 17.7055083848863 |
| 1996-04-01 | 18.2003493407821 |
| 1996-05-01 | 18.5309746007718 |
| 1996-06-01 | 18.3635777024819 |
| 1996-07-01 | 17.6152582071354 |
| 1996-08-01 | 17.7951630846226 |
| 1996-09-01 | 17.9410506840260 |
| 1996-10-01 | 17.9229007552574 |
| 1996-11-01 | 17.9283823525882 |
| 1996-12-01 | 17.8741286611185 |
| 1997-01-01 | 18.1512129539938 |
| 1997-02-01 | 18.2047582363148 |
| 1997-03-01 | 18.0893532857498 |
| 1997-04-01 | 18.0850793928430 |
| 1997-05-01 | 18.2273277307654 |
| 1997-06-01 | 18.2180224849140 |
| 1997-07-01 | 18.1523884252911 |
| 1997-08-01 | 18.3693743236715 |
| 1997-09-01 | 18.4213070739705 |
| 1997-10-01 | 18.4381056522440 |
| 1997-11-01 | 18.3577439030242 |
| 1997-12-01 | 18.4974872335635 |
| 1998-01-01 | 18.4420157520963 |
| 1998-02-01 | 18.5279705806518 |
| 1998-03-01 | 18.3979947190274 |
| 1998-04-01 | 17.9586304246517 |
| 1998-05-01 | 18.2123680655035 |
| 1998-06-01 | 18.0769679272979 |
| 1998-07-01 | 18.0051146585163 |
| 1998-08-01 | 17.7322647808909 |
| 1998-09-01 | 17.2202055788317 |
| 1998-10-01 | 17.6525153192410 |
| 1998-11-01 | 17.4742186680506 |
| 1998-12-01 | 17.4082794026220 |
| 1999-01-01 | 17.1254333490932 |
| 1999-02-01 | 17.2296223384319 |
| 1999-03-01 | 17.6051689301932 |
| 1999-04-01 | 17.8580960842109 |
| 1999-05-01 | 17.9248535965986 |
| 1999-06-01 | 17.9212118114215 |
| 1999-07-01 | 18.3610681320604 |
| 1999-08-01 | 18.5931260971459 |
| 1999-09-01 | 17.5244035101942 |
| 1999-10-01 | 18.3686808211300 |
| 1999-11-01 | 18.4679361889109 |
| 1999-12-01 | 18.6017793864927 |
| 2000-01-01 | 19.0254672294861 |
| 2000-02-01 | 18.9456142243863 |
| 2000-03-01 | 18.9307810050077 |
| 2000-04-01 | 18.7608704759289 |
| 2000-05-01 | 18.5194954220952 |
| 2000-06-01 | 18.5243933499755 |
| 2000-07-01 | 18.7456609567999 |
| 2000-08-01 | 18.7407307477876 |
| 2000-09-01 | 19.1428247870899 |
| 2000-10-01 | 18.2025031393684 |
| 2000-11-01 | 18.2692209894630 |
| 2000-12-01 | 18.1990785849666 |
| 2001-01-01 | 17.6996548505619 |
| 2001-02-01 | 17.7505449696578 |
| 2001-03-01 | 17.6478545764044 |
| 2001-04-01 | 17.9788867209272 |
| 2001-05-01 | 18.1252228436304 |
| 2001-06-01 | 18.1966477932269 |
| 2001-07-01 | 17.3554857477472 |
| 2001-08-01 | 17.8128401034025 |
| 2001-09-01 | 17.6432378438140 |
| 2001-10-01 | 17.7226513112587 |
| 2001-11-01 | 17.7645697652036 |
| 2001-12-01 | 17.6891037099888 |
| 2002-01-01 | 17.9969715473568 |
| 2002-02-01 | 18.1641782095028 |
| 2002-03-01 | 18.1880615232198 |
| 2002-04-01 | 17.9828428401269 |
| 2002-05-01 | 17.9989771196754 |
| 2002-06-01 | 18.1425302943059 |
| 2002-07-01 | 18.2967458766736 |
| 2002-08-01 | 18.1918066944701 |
| 2002-09-01 | 17.5471606486779 |
| 2002-10-01 | 17.9381120079062 |
| 2002-11-01 | 18.0650347320945 |
| 2002-12-01 | 18.1768179900323 |
| 2003-01-01 | 18.3006197548407 |
| 2003-02-01 | 18.2735803044580 |
| 2003-03-01 | 18.2185038614470 |
| 2003-04-01 | 18.1784112819928 |
| 2003-05-01 | 18.3824891930846 |
| 2003-06-01 | 18.3942866007458 |
| 2003-07-01 | 18.3382146157921 |
| 2003-08-01 | 18.4848501925647 |
| 2003-09-01 | 17.9389739060506 |
| 2003-10-01 | 18.6436946141698 |
| 2003-11-01 | 18.5588023583054 |
| 2003-12-01 | 18.6542371883931 |
| 2004-01-01 | 18.6234780896972 |
| 2004-02-01 | 18.5046088378436 |
| 2004-03-01 | 18.6533050576338 |
| 2004-04-01 | 18.5508031901755 |
| 2004-05-01 | 18.5500814526292 |
| 2004-06-01 | 18.6615438758153 |
| 2004-07-01 | 18.6690450366706 |
| 2004-08-01 | 18.6908585044662 |
| 2004-09-01 | 18.7450818369031 |
| 2004-10-01 | 18.6464423323083 |
| 2004-11-01 | 18.5472988753769 |
| 2004-12-01 | 18.5359804585370 |
| 2005-01-01 | 18.5259597988797 |
| 2005-02-01 | 18.7317749799940 |
| 2005-03-01 | 18.6787850250535 |
| 2005-04-01 | 18.8231736709949 |
| 2005-05-01 | 18.7326495893275 |
| 2005-06-01 | 18.6577279406438 |
| 2005-07-01 | 18.4829472274948 |
| 2005-08-01 | 18.4085350204842 |
| 2005-09-01 | 18.7429738874607 |
| 2005-10-01 | 18.4446640092816 |
| 2005-11-01 | 18.5265223246634 |
| 2005-12-01 | 18.5145982013844 |
| 2006-01-01 | 18.1310082780961 |
| 2006-02-01 | 18.1611265552451 |
| 2006-03-01 | 18.1064141643583 |
| 2006-04-01 | 18.2997802361421 |
| 2006-05-01 | 18.2027174403009 |
| 2006-06-01 | 18.2678230986853 |
| 2006-07-01 | 18.2844427610704 |
| 2006-08-01 | 18.4343670349066 |
| 2006-09-01 | 18.4563188667813 |
| 2006-10-01 | 18.4398163941849 |
| 2006-11-01 | 18.3971904838834 |
| 2006-12-01 | 18.4015925316327 |
| 2007-01-01 | 18.4156900783313 |
| 2007-02-01 | 18.3807299478761 |
| 2007-03-01 | 18.4217018004098 |
| 2007-04-01 | 18.2946852815182 |
| 2007-05-01 | 18.2958652316789 |
| 2007-06-01 | 18.2951342680371 |
| 2007-07-01 | 18.2700380021941 |
| 2007-08-01 | 18.0514096317753 |
| 2007-09-01 | 17.9564520239371 |
| 2007-10-01 | 18.0412262062819 |
| 2007-11-01 | 18.0725217202070 |
| 2007-12-01 | 17.9888496000209 |
| 2008-01-01 | 18.1017451082355 |
| 2008-02-01 | 18.0902687965056 |
| 2008-03-01 | 17.8160246969190 |
| 2008-04-01 | 17.5163982024866 |
| 2008-05-01 | 17.8010246783391 |
| 2008-06-01 | 17.8196944503702 |
| 2008-07-01 | 17.4565136656374 |
| 2008-08-01 | 17.3683314320551 |
| 2008-09-01 | 17.1478894902228 |
| 2008-10-01 | 17.0307466722074 |
| 2008-11-01 | 16.9550199824413 |
| 2008-12-01 | 16.9861704866620 |
| 2009-01-01 | 16.8939630572793 |
| 2009-02-01 | 16.7902960726865 |
| 2009-03-01 | 16.9006427910152 |
| 2009-04-01 | 16.8400919271099 |
| 2009-05-01 | 16.9119276665958 |
| 2009-06-01 | 16.8328792546751 |
| 2009-07-01 | 16.9596674484472 |
| 2009-08-01 | 16.9757845948482 |
| 2009-09-01 | 17.2348601235033 |
| 2009-10-01 | 17.0218474419623 |
| 2009-11-01 | 16.9513674510421 |
| 2009-12-01 | 16.8857351455835 |
| 2010-01-01 | 17.0060203632491 |
| 2010-02-01 | 16.8723825794651 |
| 2010-03-01 | 16.8682010232304 |
| 2010-04-01 | 16.9552453225792 |
| 2010-05-01 | 16.8292123955738 |
| 2010-06-01 | 16.8299313697219 |
| 2010-07-01 | 16.9860450916972 |
| 2010-08-01 | 16.8798353776212 |
| 2010-09-01 | 17.1319142338078 |
| 2010-10-01 | 17.0176944574122 |
| 2010-11-01 | 17.1455565721547 |
| 2010-12-01 | 17.0853273328857 |
| 2011-01-01 | 16.8205890125747 |
| 2011-02-01 | 16.8484269709146 |
| 2011-03-01 | 16.8332644290532 |
| 2011-04-01 | 16.7511750298742 |
| 2011-05-01 | 16.8506126418043 |
| 2011-06-01 | 17.0274065140841 |
| 2011-07-01 | 17.1222334225635 |
| 2011-08-01 | 17.4802045891591 |
| 2011-09-01 | 17.4499103784886 |
| 2011-10-01 | 17.4124230155355 |
| 2011-11-01 | 17.3363104406409 |
| 2011-12-01 | 17.3774345307225 |
| 2012-01-01 | 17.1328234403916 |
| 2012-02-01 | 17.6168952032971 |
| 2012-03-01 | 17.6965484641625 |
| 2012-04-01 | 17.7522248476422 |
| 2012-05-01 | 17.8717437792568 |
| 2012-06-01 | 17.8279730972664 |
| 2012-07-01 | 17.6594649674942 |
| 2012-08-01 | 17.6799044185957 |
| 2012-09-01 | 17.5744143296120 |
| 2012-10-01 | 17.7048515485580 |
| 2012-11-01 | 17.7249891739774 |
| 2012-12-01 | 17.8790259898586 |
| 2013-01-01 | 18.0264514897354 |
| 2013-02-01 | 18.1889019389390 |
| 2013-03-01 | 18.1773531073344 |
| 2013-04-01 | 18.2388622593332 |
| 2013-05-01 | 18.1815830280673 |
| 2013-06-01 | 18.3462664044726 |
| 2013-07-01 | 18.1845093664696 |
| 2013-08-01 | 18.2753749177755 |
| 2013-09-01 | 18.0183560215431 |
| 2013-10-01 | 18.2011557396048 |
| 2013-11-01 | 18.4078679540511 |
| 2013-12-01 | 18.4665511828245 |
| 2014-01-01 | 18.4124767949699 |
| 2014-02-01 | 18.4695341789867 |
| 2014-03-01 | 18.6617098072509 |
| 2014-04-01 | 18.6331575795301 |
| 2014-05-01 | 18.6994484264967 |
| 2014-06-01 | 18.7760082989946 |
| 2014-07-01 | 18.9866225742605 |
| 2014-08-01 | 19.0604487547114 |
| 2014-09-01 | 19.0565862570572 |
| 2014-10-01 | 19.3010117416759 |
| 2014-11-01 | 19.1964011548750 |
| 2014-12-01 | 19.1629737197445 |
| 2015-01-01 | 19.1918188302677 |
| 2015-02-01 | 19.1685942869452 |
| 2015-03-01 | 19.0437083507257 |
| 2015-04-01 | 19.0256264979848 |
| 2015-05-01 | 19.3095369546783 |
| 2015-06-01 | 18.9983457636144 |
| 2015-07-01 | 18.9719630812629 |
| 2015-08-01 | 19.0589577823869 |
| 2015-09-01 | 19.3080526463436 |
| 2015-10-01 | 19.4880251746259 |
| 2015-11-01 | 19.2907211173713 |
| 2015-12-01 | 19.2636886991938 |
| 2016-01-01 | 19.3778714084550 |
| 2016-02-01 | 19.3685170257108 |
| 2016-03-01 | 19.3153820418899 |
| 2016-04-01 | 19.6375380142526 |
| 2016-05-01 | 19.5104805613931 |
| 2016-06-01 | 19.4923503282868 |
| 2016-07-01 | 19.6522359857226 |
| 2016-08-01 | 19.6595457369524 |
| 2016-09-01 | 19.6597705812258 |
| 2016-10-01 | 19.5836453715051 |
| 2016-11-01 | 19.9111003330144 |
| 2016-12-01 | 19.8776783053270 |
| 2017-01-01 | 19.5658895618090 |
| 2017-02-01 | 19.5629490929174 |
| 2017-03-01 | 19.5837847773495 |
| 2017-04-01 | 19.4380365524418 |
| 2017-05-01 | 19.3900800915262 |
| 2017-06-01 | 19.4566054287246 |
| 2017-07-01 | 19.7381054294023 |
| 2017-08-01 | 19.7725279344285 |
| 2017-09-01 | 20.0450042733315 |
| 2017-10-01 | 19.6827975739837 |
| 2017-11-01 | 19.6294519819026 |
| 2017-12-01 | 19.6893004231295 |
| 2018-01-01 | 19.8614822502663 |
| 2018-02-01 | 19.8458077740565 |
| 2018-03-01 | 19.9485979303729 |
| 2018-04-01 | 19.9439446286637 |
| 2018-05-01 | 20.0760545420585 |
| 2018-06-01 | 20.1082562523067 |
| 2018-07-01 | 19.8124255460353 |
| 2018-08-01 | 19.7742917085635 |
| 2018-09-01 | 19.9341400304238 |
| 2018-10-01 | 20.0936221556420 |
| 2018-11-01 | 19.9559665875082 |
| 2018-12-01 | 19.9035764298625 |
| 2019-01-01 | 19.9620397840201 |
| 2019-02-01 | 19.9315354199264 |
| 2019-03-01 | 20.0205389303207 |
| 2019-04-01 | 19.8379689942480 |
| 2019-05-01 | 19.8534672562279 |
| 2019-06-01 | 19.8501507336056 |
| 2019-07-01 | 19.7925577841601 |
| 2019-08-01 | 19.7931498587242 |
| 2019-09-01 | 19.7325633862073 |
| 2019-10-01 | 19.6857913676496 |
| 2019-11-01 | 19.7620455717488 |
| 2019-12-01 | 20.0172423277063 |
| 2020-01-01 | 20.0579807455876 |
| 2020-02-01 | 20.2281769978632 |
| 2020-03-01 | 19.1981503857553 |
| 2020-04-01 | 10.7478367039658 |
| 2020-05-01 | 12.6379055350796 |
| 2020-06-01 | 15.7077634921224 |
| 2020-07-01 | 16.6688776051681 |
| 2020-08-01 | 16.7980890679213 |
| 2020-09-01 | 16.8993288681218 |
| 2020-10-01 | 17.3807560128070 |
| 2020-11-01 | 17.3724214017884 |
| 2020-12-01 | 17.0312342865304 |
| 2021-01-01 | 17.4535256683511 |
| 2021-02-01 | 17.6254868925512 |
| 2021-03-01 | 17.6961838833027 |
| 2021-04-01 | 17.9486170138198 |
| 2021-05-01 | 17.9173334493285 |
| 2021-06-01 | 18.2687654213445 |
| 2021-07-01 | 18.6585020306601 |
| 2021-08-01 | 18.8132473825213 |
| 2021-09-01 | 18.8570094729182 |
| 2021-10-01 | 18.6778360662452 |
| 2021-11-01 | 18.9569150357580 |
| 2021-12-01 | 19.4359780575516 |
| 2022-01-01 | 19.2426812666527 |
| 2022-02-01 | 19.4285621131397 |
| 2022-03-01 | 19.2984928118532 |
| 2022-04-01 | 19.8645130126232 |
| 2022-05-01 | 19.9064298434446 |
| 2022-06-01 | 20.0516952007031 |
| 2022-07-01 | 20.0454886805512 |
| 2022-08-01 | 19.8044084907883 |
| 2022-09-01 | 19.9867408185606 |
| 2022-10-01 | 20.1861701594764 |
| 2022-11-01 | 20.2586087695190 |
| 2022-12-01 | 20.2442103606914 |
| 2023-01-01 | 20.3247853751925 |
| 2023-02-01 | 20.1281727372429 |
| 2023-03-01 | 20.3047983237249 |
| 2023-04-01 | 20.0699351341011 |
| 2023-05-01 | 20.1903928839398 |
| 2023-06-01 | 20.2268730791992 |
| 2023-07-01 | 20.3556931546667 |
| 2023-08-01 | 20.5152479065455 |
| 2023-09-01 | 20.6072379117517 |
| 2023-10-01 | 20.5956773088505 |
| 2023-11-01 | 20.4532454871727 |
| 2023-12-01 | 20.4459751815549 |
| 2024-01-01 | 20.3965584018492 |
| 2024-02-01 | 20.5287292341059 |
| 2024-03-01 | 20.4054468718710 |
| 2024-04-01 | 20.3792348474028 |
| 2024-05-01 | 20.3831380220892 |
| 2024-06-01 | 20.3196041414823 |
| 2024-07-01 | 20.0703553845914 |
| 2024-08-01 | 19.9106859655611 |
| 2024-09-01 | 19.8055326446403 |
| 2024-10-01 | 19.8145420563164 |
| 2024-11-01 | 19.8634169479136 |
| 2024-12-01 | 20.0439897871932 |
| 2025-01-01 | 19.7782495583696 |
| 2025-02-01 | 19.7160008613850 |
| 2025-03-01 | 19.6125141891969 |
| 2025-04-01 | 19.5732243793517 |
| 2025-05-01 | 19.5781425500241 |
| 2025-06-01 | 19.4109550023814 |
| 2025-07-01 | 19.3888423989968 |
| 2025-08-01 | 19.5164106819768 |
| 2025-09-01 | 19.3059203060172 |
| 2025-10-01 | 19.2327312401722 |
| 2025-11-01 | 19.2614547258076 |
| 2025-12-01 | 19.2368117555684 |
| 2026-01-01 | 19.3653459055303 |
| 2026-02-01 | 19.2052987546390 |
| 2026-03-01 | 19.2223332855314 |
| 2026-04-01 | 19.2653961204830 |
| 2026-05-01 | 19.1781649038322 |
| 2026-06-01 | 19.3159142832707 |