Table Data - All Employees: Retail Trade in Youngstown-Warren, OH (MSA)
| Title | All Employees: Retail Trade in Youngstown-Warren, OH (MSA) |
|---|---|
| Series ID | SMU39496604200000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 10:19 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 | 27.8258617953 |
| 1990-02-01 | 27.8728913600 |
| 1990-03-01 | 27.9265814578 |
| 1990-04-01 | 28.2515291104 |
| 1990-05-01 | 28.1864909434 |
| 1990-06-01 | 28.3281230516 |
| 1990-07-01 | 28.2406007393 |
| 1990-08-01 | 28.2861906153 |
| 1990-09-01 | 28.0975147083 |
| 1990-10-01 | 28.1307057117 |
| 1990-11-01 | 28.3074921848 |
| 1990-12-01 | 28.0495000779 |
| 1991-01-01 | 27.9372285343 |
| 1991-02-01 | 27.5589460714 |
| 1991-03-01 | 27.5269415982 |
| 1991-04-01 | 27.3361156784 |
| 1991-05-01 | 27.0789768578 |
| 1991-06-01 | 27.2274378289 |
| 1991-07-01 | 27.7572360881 |
| 1991-08-01 | 27.7074130243 |
| 1991-09-01 | 27.4959875667 |
| 1991-10-01 | 27.2205649194 |
| 1991-11-01 | 27.2071712436 |
| 1991-12-01 | 26.9532315829 |
| 1992-01-01 | 27.4558586247 |
| 1992-02-01 | 27.5415431530 |
| 1992-03-01 | 27.6130814265 |
| 1992-04-01 | 27.3286318141 |
| 1992-05-01 | 27.3623771812 |
| 1992-06-01 | 27.3160454220 |
| 1992-07-01 | 27.3905882128 |
| 1992-08-01 | 27.2402317927 |
| 1992-09-01 | 26.9873936417 |
| 1992-10-01 | 26.9051098609 |
| 1992-11-01 | 26.7001046673 |
| 1992-12-01 | 26.5645939392 |
| 1993-01-01 | 26.3856727125 |
| 1993-02-01 | 26.4301031038 |
| 1993-03-01 | 26.1914581997 |
| 1993-04-01 | 26.3189825773 |
| 1993-05-01 | 26.2414914310 |
| 1993-06-01 | 26.1938563291 |
| 1993-07-01 | 26.0234963505 |
| 1993-08-01 | 25.7735165811 |
| 1993-09-01 | 25.6963589810 |
| 1993-10-01 | 26.2893587591 |
| 1993-11-01 | 26.2690648459 |
| 1993-12-01 | 26.4766267707 |
| 1994-01-01 | 26.6183010994 |
| 1994-02-01 | 26.7397904789 |
| 1994-03-01 | 26.6821059612 |
| 1994-04-01 | 26.9029828101 |
| 1994-05-01 | 26.7309287123 |
| 1994-06-01 | 26.6533403756 |
| 1994-07-01 | 26.5505929068 |
| 1994-08-01 | 26.7819295050 |
| 1994-09-01 | 27.0010391513 |
| 1994-10-01 | 26.9974262391 |
| 1994-11-01 | 26.9311090947 |
| 1994-12-01 | 27.0071137118 |
| 1995-01-01 | 26.9364348089 |
| 1995-02-01 | 26.9639585673 |
| 1995-03-01 | 27.0744134062 |
| 1995-04-01 | 26.9950890978 |
| 1995-05-01 | 27.1314190347 |
| 1995-06-01 | 27.2032298441 |
| 1995-07-01 | 26.9571991071 |
| 1995-08-01 | 27.0800993623 |
| 1995-09-01 | 27.1120830301 |
| 1995-10-01 | 27.1139466997 |
| 1995-11-01 | 27.1690958758 |
| 1995-12-01 | 27.0387432647 |
| 1996-01-01 | 26.5534794232 |
| 1996-02-01 | 26.8994311629 |
| 1996-03-01 | 26.9778208508 |
| 1996-04-01 | 27.0050127142 |
| 1996-05-01 | 27.1460878295 |
| 1996-06-01 | 27.0639868552 |
| 1996-07-01 | 27.1389066281 |
| 1996-08-01 | 27.1454387059 |
| 1996-09-01 | 27.2141961044 |
| 1996-10-01 | 27.5281413512 |
| 1996-11-01 | 27.7232814947 |
| 1996-12-01 | 27.9842089226 |
| 1997-01-01 | 28.1692290009 |
| 1997-02-01 | 28.2319579325 |
| 1997-03-01 | 28.3769405154 |
| 1997-04-01 | 28.6172496778 |
| 1997-05-01 | 28.4622072498 |
| 1997-06-01 | 28.7389726978 |
| 1997-07-01 | 29.2982665425 |
| 1997-08-01 | 29.1164989264 |
| 1997-09-01 | 29.1246971423 |
| 1997-10-01 | 28.5276266022 |
| 1997-11-01 | 28.2113316764 |
| 1997-12-01 | 28.3178875455 |
| 1998-01-01 | 28.8834273783 |
| 1998-02-01 | 29.2438439693 |
| 1998-03-01 | 28.8830665137 |
| 1998-04-01 | 28.6136878548 |
| 1998-05-01 | 28.7823639693 |
| 1998-06-01 | 28.8199987164 |
| 1998-07-01 | 28.4607264244 |
| 1998-08-01 | 28.2859538889 |
| 1998-09-01 | 28.4233595035 |
| 1998-10-01 | 29.1396330941 |
| 1998-11-01 | 28.7482832446 |
| 1998-12-01 | 28.5501669090 |
| 1999-01-01 | 28.3777939019 |
| 1999-02-01 | 28.6346742589 |
| 1999-03-01 | 28.5846828721 |
| 1999-04-01 | 29.4059492172 |
| 1999-05-01 | 28.9805284380 |
| 1999-06-01 | 28.8934385561 |
| 1999-07-01 | 29.5309591579 |
| 1999-08-01 | 29.7844680601 |
| 1999-09-01 | 29.7165105435 |
| 1999-10-01 | 30.1632055725 |
| 1999-11-01 | 30.0171787986 |
| 1999-12-01 | 29.9733554023 |
| 2000-01-01 | 28.9797384593 |
| 2000-02-01 | 28.9004885935 |
| 2000-03-01 | 28.6736394350 |
| 2000-04-01 | 29.2888313975 |
| 2000-05-01 | 29.1578741246 |
| 2000-06-01 | 29.2808736620 |
| 2000-07-01 | 29.4084534742 |
| 2000-08-01 | 29.4876312353 |
| 2000-09-01 | 29.6082212430 |
| 2000-10-01 | 29.6894333048 |
| 2000-11-01 | 29.5999664144 |
| 2000-12-01 | 29.8012137521 |
| 2001-01-01 | 28.8833804052 |
| 2001-02-01 | 28.7698779314 |
| 2001-03-01 | 28.6620916315 |
| 2001-04-01 | 28.0552729484 |
| 2001-05-01 | 28.1091360187 |
| 2001-06-01 | 27.9700856102 |
| 2001-07-01 | 27.4868901324 |
| 2001-08-01 | 27.3115003894 |
| 2001-09-01 | 27.3095203078 |
| 2001-10-01 | 27.0167266351 |
| 2001-11-01 | 27.0833935063 |
| 2001-12-01 | 27.1237816483 |
| 2002-01-01 | 27.0887596902 |
| 2002-02-01 | 26.9332530496 |
| 2002-03-01 | 26.7398680782 |
| 2002-04-01 | 26.7162883554 |
| 2002-05-01 | 26.7698651707 |
| 2002-06-01 | 26.8745598922 |
| 2002-07-01 | 27.0630829796 |
| 2002-08-01 | 26.8382787272 |
| 2002-09-01 | 26.6129921314 |
| 2002-10-01 | 26.3435787851 |
| 2002-11-01 | 26.3377086860 |
| 2002-12-01 | 26.1475666163 |
| 2003-01-01 | 26.1841528975 |
| 2003-02-01 | 26.7095386598 |
| 2003-03-01 | 26.8249395636 |
| 2003-04-01 | 26.9901531420 |
| 2003-05-01 | 26.8370670917 |
| 2003-06-01 | 26.6713822138 |
| 2003-07-01 | 26.7434285952 |
| 2003-08-01 | 26.6740996888 |
| 2003-09-01 | 26.7369709757 |
| 2003-10-01 | 26.7489609150 |
| 2003-11-01 | 26.6448724353 |
| 2003-12-01 | 26.5657836386 |
| 2004-01-01 | 26.4905736595 |
| 2004-02-01 | 26.4948432008 |
| 2004-03-01 | 26.4093053146 |
| 2004-04-01 | 26.5727216827 |
| 2004-05-01 | 26.6157465609 |
| 2004-06-01 | 26.4865048162 |
| 2004-07-01 | 26.5208825756 |
| 2004-08-01 | 26.5095286541 |
| 2004-09-01 | 26.5799917306 |
| 2004-10-01 | 26.6279668863 |
| 2004-11-01 | 26.5155613617 |
| 2004-12-01 | 26.5699499548 |
| 2005-01-01 | 26.4927354169 |
| 2005-02-01 | 26.5072258598 |
| 2005-03-01 | 26.5143159473 |
| 2005-04-01 | 26.4560292519 |
| 2005-05-01 | 26.3061238847 |
| 2005-06-01 | 26.3920980993 |
| 2005-07-01 | 26.5104044110 |
| 2005-08-01 | 26.4316545522 |
| 2005-09-01 | 26.4172957253 |
| 2005-10-01 | 26.4065255992 |
| 2005-11-01 | 26.3829811949 |
| 2005-12-01 | 26.3667785139 |
| 2006-01-01 | 26.3940362854 |
| 2006-02-01 | 26.3211059872 |
| 2006-03-01 | 26.3191657760 |
| 2006-04-01 | 26.2601817634 |
| 2006-05-01 | 26.1984372174 |
| 2006-06-01 | 26.2817326207 |
| 2006-07-01 | 26.2033573975 |
| 2006-08-01 | 26.2470137306 |
| 2006-09-01 | 26.2410634147 |
| 2006-10-01 | 26.4033638291 |
| 2006-11-01 | 26.4530538505 |
| 2006-12-01 | 26.5664020960 |
| 2007-01-01 | 26.2918007022 |
| 2007-02-01 | 26.1268985811 |
| 2007-03-01 | 26.0340972029 |
| 2007-04-01 | 25.6760222581 |
| 2007-05-01 | 25.7906107702 |
| 2007-06-01 | 25.7637628468 |
| 2007-07-01 | 25.5066563522 |
| 2007-08-01 | 25.1302005592 |
| 2007-09-01 | 25.0522291958 |
| 2007-10-01 | 25.0022537520 |
| 2007-11-01 | 25.0408538609 |
| 2007-12-01 | 25.1775010268 |
| 2008-01-01 | 25.0072996298 |
| 2008-02-01 | 24.9225935929 |
| 2008-03-01 | 24.9383845640 |
| 2008-04-01 | 24.9948430622 |
| 2008-05-01 | 24.8700149606 |
| 2008-06-01 | 24.8636352369 |
| 2008-07-01 | 24.7116849117 |
| 2008-08-01 | 24.6991274612 |
| 2008-09-01 | 24.6538231320 |
| 2008-10-01 | 24.3985219865 |
| 2008-11-01 | 24.2405028015 |
| 2008-12-01 | 24.0944639054 |
| 2009-01-01 | 23.9285663157 |
| 2009-02-01 | 23.8166286205 |
| 2009-03-01 | 23.5356901379 |
| 2009-04-01 | 23.4975268254 |
| 2009-05-01 | 23.5560598217 |
| 2009-06-01 | 23.4831430562 |
| 2009-07-01 | 23.3336013535 |
| 2009-08-01 | 23.0646017953 |
| 2009-09-01 | 23.0369899923 |
| 2009-10-01 | 22.8811016578 |
| 2009-11-01 | 22.8420766550 |
| 2009-12-01 | 22.7125840642 |
| 2010-01-01 | 22.7552666792 |
| 2010-02-01 | 22.8052696167 |
| 2010-03-01 | 22.7231404069 |
| 2010-04-01 | 22.6984127812 |
| 2010-05-01 | 22.5525938750 |
| 2010-06-01 | 22.7184798434 |
| 2010-07-01 | 22.9555569073 |
| 2010-08-01 | 22.8372895255 |
| 2010-09-01 | 22.7198530358 |
| 2010-10-01 | 22.8638998291 |
| 2010-11-01 | 22.7323242714 |
| 2010-12-01 | 22.8346938039 |
| 2011-01-01 | 22.6695307403 |
| 2011-02-01 | 22.6826135390 |
| 2011-03-01 | 22.7051786795 |
| 2011-04-01 | 22.6860820837 |
| 2011-05-01 | 22.7746301948 |
| 2011-06-01 | 22.6649157741 |
| 2011-07-01 | 22.6855550129 |
| 2011-08-01 | 22.8213026603 |
| 2011-09-01 | 22.7038961117 |
| 2011-10-01 | 22.7424138555 |
| 2011-11-01 | 22.7107784853 |
| 2011-12-01 | 22.7492038095 |
| 2012-01-01 | 22.7723597745 |
| 2012-02-01 | 22.6582550419 |
| 2012-03-01 | 22.7918128513 |
| 2012-04-01 | 22.7762741261 |
| 2012-05-01 | 22.6950609044 |
| 2012-06-01 | 22.7162088645 |
| 2012-07-01 | 22.7041889238 |
| 2012-08-01 | 22.6169053915 |
| 2012-09-01 | 22.7991085431 |
| 2012-10-01 | 22.7308936455 |
| 2012-11-01 | 22.8851693662 |
| 2012-12-01 | 22.6669728225 |
| 2013-01-01 | 22.7590937552 |
| 2013-02-01 | 23.0301917645 |
| 2013-03-01 | 22.8839937249 |
| 2013-04-01 | 22.7582109611 |
| 2013-05-01 | 22.9185157532 |
| 2013-06-01 | 22.9631259171 |
| 2013-07-01 | 22.9083347130 |
| 2013-08-01 | 23.0263351843 |
| 2013-09-01 | 22.9946876148 |
| 2013-10-01 | 23.0248399583 |
| 2013-11-01 | 23.0636696722 |
| 2013-12-01 | 23.1967633830 |
| 2014-01-01 | 22.9393740182 |
| 2014-02-01 | 23.0006369532 |
| 2014-03-01 | 22.8810035090 |
| 2014-04-01 | 22.9523309823 |
| 2014-05-01 | 22.8291103303 |
| 2014-06-01 | 22.8883107905 |
| 2014-07-01 | 22.8862289693 |
| 2014-08-01 | 22.9416586435 |
| 2014-09-01 | 23.0126818146 |
| 2014-10-01 | 22.9297984994 |
| 2014-11-01 | 22.9462919106 |
| 2014-12-01 | 23.0368221220 |
| 2015-01-01 | 23.1143022687 |
| 2015-02-01 | 22.9671003986 |
| 2015-03-01 | 22.9822525344 |
| 2015-04-01 | 22.9530406650 |
| 2015-05-01 | 23.0358339645 |
| 2015-06-01 | 22.9911688173 |
| 2015-07-01 | 22.8445928153 |
| 2015-08-01 | 23.1572353404 |
| 2015-09-01 | 23.2431448827 |
| 2015-10-01 | 23.3435125049 |
| 2015-11-01 | 23.3444929207 |
| 2015-12-01 | 23.3771996512 |
| 2016-01-01 | 23.3868092523 |
| 2016-02-01 | 23.4374625673 |
| 2016-03-01 | 23.3756941094 |
| 2016-04-01 | 23.4646139331 |
| 2016-05-01 | 23.3362902541 |
| 2016-06-01 | 23.0837457834 |
| 2016-07-01 | 22.8986441811 |
| 2016-08-01 | 23.0672378686 |
| 2016-09-01 | 22.9744149681 |
| 2016-10-01 | 22.9562450081 |
| 2016-11-01 | 22.8573267618 |
| 2016-12-01 | 22.7183618886 |
| 2017-01-01 | 22.7651265105 |
| 2017-02-01 | 22.7102515839 |
| 2017-03-01 | 22.7637331326 |
| 2017-04-01 | 22.7702946869 |
| 2017-05-01 | 22.7371299865 |
| 2017-06-01 | 22.9700009408 |
| 2017-07-01 | 22.8607990832 |
| 2017-08-01 | 22.7758016467 |
| 2017-09-01 | 22.6914446734 |
| 2017-10-01 | 22.6612255446 |
| 2017-11-01 | 22.8953670149 |
| 2017-12-01 | 22.8659807056 |
| 2018-01-01 | 22.8496066643 |
| 2018-02-01 | 22.7811547260 |
| 2018-03-01 | 22.7375326437 |
| 2018-04-01 | 22.5702764138 |
| 2018-05-01 | 22.7322923997 |
| 2018-06-01 | 22.7480074799 |
| 2018-07-01 | 22.6470306414 |
| 2018-08-01 | 22.4872816482 |
| 2018-09-01 | 22.3995902891 |
| 2018-10-01 | 22.2640629951 |
| 2018-11-01 | 22.4482479553 |
| 2018-12-01 | 22.4068784706 |
| 2019-01-01 | 22.7385169682 |
| 2019-02-01 | 22.4455605998 |
| 2019-03-01 | 22.4128276884 |
| 2019-04-01 | 22.3557854793 |
| 2019-05-01 | 22.3153856063 |
| 2019-06-01 | 22.3309126305 |
| 2019-07-01 | 22.6592774238 |
| 2019-08-01 | 22.4984958147 |
| 2019-09-01 | 22.5956451928 |
| 2019-10-01 | 22.5674301886 |
| 2019-11-01 | 22.5192058234 |
| 2019-12-01 | 22.4428396575 |
| 2020-01-01 | 22.3261085283 |
| 2020-02-01 | 22.3067122156 |
| 2020-03-01 | 22.2879929586 |
| 2020-04-01 | 17.0236228442 |
| 2020-05-01 | 19.1832771882 |
| 2020-06-01 | 20.7264169862 |
| 2020-07-01 | 20.9967694561 |
| 2020-08-01 | 21.1097217663 |
| 2020-09-01 | 21.3852577898 |
| 2020-10-01 | 21.2703026931 |
| 2020-11-01 | 21.0882109734 |
| 2020-12-01 | 20.9780886358 |
| 2021-01-01 | 21.3177283644 |
| 2021-02-01 | 21.3669203922 |
| 2021-03-01 | 21.4691174693 |
| 2021-04-01 | 21.3790259603 |
| 2021-05-01 | 21.4410010744 |
| 2021-06-01 | 21.4290362864 |
| 2021-07-01 | 21.2453401186 |
| 2021-08-01 | 21.1065734920 |
| 2021-09-01 | 20.9780048695 |
| 2021-10-01 | 21.1737465829 |
| 2021-11-01 | 21.2569429358 |
| 2021-12-01 | 21.3220576021 |
| 2022-01-01 | 21.4106952300 |
| 2022-02-01 | 21.4416144026 |
| 2022-03-01 | 21.4466389030 |
| 2022-04-01 | 21.7269452610 |
| 2022-05-01 | 21.4928772342 |
| 2022-06-01 | 21.4209691319 |
| 2022-07-01 | 21.4909392859 |
| 2022-08-01 | 21.5038135484 |
| 2022-09-01 | 21.5755201357 |
| 2022-10-01 | 21.5939689635 |
| 2022-11-01 | 21.6061013622 |
| 2022-12-01 | 21.6683344812 |
| 2023-01-01 | 21.6042999911 |
| 2023-02-01 | 21.6269880983 |
| 2023-03-01 | 21.5248024240 |
| 2023-04-01 | 21.6796468241 |
| 2023-05-01 | 21.6549170428 |
| 2023-06-01 | 21.6044196364 |
| 2023-07-01 | 21.6240456141 |
| 2023-08-01 | 21.6966497834 |
| 2023-09-01 | 21.6734404911 |
| 2023-10-01 | 21.7177746928 |
| 2023-11-01 | 21.7425318692 |
| 2023-12-01 | 21.7087859904 |
| 2024-01-01 | 21.7043068601 |
| 2024-02-01 | 21.7271393905 |
| 2024-03-01 | 21.8045833178 |
| 2024-04-01 | 21.4379967665 |
| 2024-05-01 | 21.2325045546 |
| 2024-06-01 | 21.4849219018 |
| 2024-07-01 | 21.2421839636 |
| 2024-08-01 | 21.2897831568 |
| 2024-09-01 | 21.1675445575 |
| 2024-10-01 | 21.1380471216 |
| 2024-11-01 | 21.0632696405 |
| 2024-12-01 | 21.0433393973 |
| 2025-01-01 | 21.1103253359 |
| 2025-02-01 | 21.0313384821 |
| 2025-03-01 | 21.1854743998 |
| 2025-04-01 | 21.2125287652 |
| 2025-05-01 | 21.2293557688 |
| 2025-06-01 | 21.1650618578 |
| 2025-07-01 | 21.1481595917 |
| 2025-08-01 | 21.0796469561 |
| 2025-09-01 | 21.0615716229 |
| 2025-10-01 | 20.9455869751 |
| 2025-11-01 | 20.6811726995 |
| 2025-12-01 | 20.8666986774 |
| 2026-01-01 | 20.9184315843 |
| 2026-02-01 | 20.9444536262 |
| 2026-03-01 | 20.9684252783 |
| 2026-04-01 | 20.9985651159 |
| 2026-05-01 | 20.9279603325 |
| 2026-06-01 | 21.0450844970 |
| 2026-07-01 | 20.8462346092 |
| 2026-08-01 | 20.9798318410 |
| 2026-09-01 | 21.0576276368 |