Table Data - All Employees: Wholesale Trade: Merchant Wholesalers, Nondurable Goods in Pennsylvania
| Title | All Employees: Wholesale Trade: Merchant Wholesalers, Nondurable Goods in Pennsylvania |
|---|---|
| Series ID | SMU42000004142400001SA |
| 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 2024-10-01 |
| Last Updated | 2024-11-20 4:55 AM CST |
| 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 | 63.174441601078800 |
| 1990-02-01 | 62.959136478322000 |
| 1990-03-01 | 63.041223801491700 |
| 1990-04-01 | 62.525178295927000 |
| 1990-05-01 | 62.559233298929300 |
| 1990-06-01 | 62.495550113231000 |
| 1990-07-01 | 62.340033794460496 |
| 1990-08-01 | 62.519924608816300 |
| 1990-09-01 | 62.547908462911610 |
| 1990-10-01 | 62.262744423101594 |
| 1990-11-01 | 62.171241173602400 |
| 1990-12-01 | 62.015982529032790 |
| 1991-01-01 | 61.976134154388700 |
| 1991-02-01 | 61.952289276731300 |
| 1991-03-01 | 61.833322575956710 |
| 1991-04-01 | 62.008966707357395 |
| 1991-05-01 | 61.855785834402700 |
| 1991-06-01 | 61.905028764526100 |
| 1991-07-01 | 61.940161374777496 |
| 1991-08-01 | 61.916580778153104 |
| 1991-09-01 | 61.942952063652896 |
| 1991-10-01 | 62.281629908610000 |
| 1991-11-01 | 62.397287743950700 |
| 1991-12-01 | 62.434083929230496 |
| 1992-01-01 | 62.379433277375300 |
| 1992-02-01 | 62.320682890349900 |
| 1992-03-01 | 62.117934591570500 |
| 1992-04-01 | 62.064821410004300 |
| 1992-05-01 | 62.154227517057400 |
| 1992-06-01 | 62.227648018053500 |
| 1992-07-01 | 62.436148393719800 |
| 1992-08-01 | 62.025303692180100 |
| 1992-09-01 | 61.956497626403700 |
| 1992-10-01 | 62.498132799283600 |
| 1992-11-01 | 62.030997564246796 |
| 1992-12-01 | 62.048108651492500 |
| 1993-01-01 | 61.494227398163500 |
| 1993-02-01 | 61.656841542469210 |
| 1993-03-01 | 61.173357000186904 |
| 1993-04-01 | 61.838373072482796 |
| 1993-05-01 | 61.750216021230000 |
| 1993-06-01 | 61.544937878325400 |
| 1993-07-01 | 61.556772956539300 |
| 1993-08-01 | 61.456192889574500 |
| 1993-09-01 | 61.272164647067210 |
| 1993-10-01 | 60.703057567903700 |
| 1993-11-01 | 60.362192752168504 |
| 1993-12-01 | 60.646237191545000 |
| 1994-01-01 | 61.015433077881696 |
| 1994-02-01 | 60.984995067204196 |
| 1994-03-01 | 61.129331697848905 |
| 1994-04-01 | 60.011451957664700 |
| 1994-05-01 | 60.035301413337300 |
| 1994-06-01 | 60.174320389199494 |
| 1994-07-01 | 60.279350809359500 |
| 1994-08-01 | 60.503715971385300 |
| 1994-09-01 | 60.606294408531290 |
| 1994-10-01 | 60.479887548541800 |
| 1994-11-01 | 60.473563040679394 |
| 1994-12-01 | 60.040022895901900 |
| 1995-01-01 | 60.759543365894790 |
| 1995-02-01 | 60.812288391741800 |
| 1995-03-01 | 60.891331014715300 |
| 1995-04-01 | 60.906861542405395 |
| 1995-05-01 | 60.698355822522004 |
| 1995-06-01 | 60.569696859946900 |
| 1995-07-01 | 60.918478547413100 |
| 1995-08-01 | 60.969418929080895 |
| 1995-09-01 | 61.044574718403304 |
| 1995-10-01 | 61.133046172300794 |
| 1995-11-01 | 61.169223053349110 |
| 1995-12-01 | 61.241204067418096 |
| 1996-01-01 | 61.018418041504795 |
| 1996-02-01 | 61.157210793343710 |
| 1996-03-01 | 61.099839582308206 |
| 1996-04-01 | 60.582436395487500 |
| 1996-05-01 | 60.644100097876304 |
| 1996-06-01 | 60.624433131061400 |
| 1996-07-01 | 60.352160391055800 |
| 1996-08-01 | 60.322896243138100 |
| 1996-09-01 | 60.385847190119500 |
| 1996-10-01 | 61.594419499039100 |
| 1996-11-01 | 61.771976612010604 |
| 1996-12-01 | 61.971587786807600 |
| 1997-01-01 | 62.182540499498800 |
| 1997-02-01 | 62.119928838863900 |
| 1997-03-01 | 62.117874044708394 |
| 1997-04-01 | 62.157163271807000 |
| 1997-05-01 | 62.376232353169410 |
| 1997-06-01 | 62.314343523913706 |
| 1997-07-01 | 62.891108439175300 |
| 1997-08-01 | 62.962999701961000 |
| 1997-09-01 | 63.120194721525900 |
| 1997-10-01 | 63.780331977259600 |
| 1997-11-01 | 63.799999470460996 |
| 1997-12-01 | 63.943003566742300 |
| 1998-01-01 | 63.503119534438895 |
| 1998-02-01 | 63.309824203930700 |
| 1998-03-01 | 63.648118877817600 |
| 1998-04-01 | 64.406929869103500 |
| 1998-05-01 | 64.027053563432500 |
| 1998-06-01 | 63.904108315440290 |
| 1998-07-01 | 63.891099067801505 |
| 1998-08-01 | 63.758028540277000 |
| 1998-09-01 | 63.938689345487400 |
| 1998-10-01 | 64.318950748694700 |
| 1998-11-01 | 64.466564760379100 |
| 1998-12-01 | 64.333504506738010 |
| 1999-01-01 | 64.289806685066100 |
| 1999-02-01 | 64.103847205112500 |
| 1999-03-01 | 64.643192734063600 |
| 1999-04-01 | 65.458594482451900 |
| 1999-05-01 | 65.409082779802500 |
| 1999-06-01 | 65.721527070611200 |
| 1999-07-01 | 65.367429571119900 |
| 1999-08-01 | 65.630221812107600 |
| 1999-09-01 | 67.549682696035500 |
| 1999-10-01 | 66.988442075096800 |
| 1999-11-01 | 66.946963428687200 |
| 1999-12-01 | 66.815196793760210 |
| 2000-01-01 | 67.329873898011400 |
| 2000-02-01 | 67.397136598427700 |
| 2000-03-01 | 67.613284805116210 |
| 2000-04-01 | 69.026086577249700 |
| 2000-05-01 | 68.829359578922010 |
| 2000-06-01 | 68.699993667285800 |
| 2000-07-01 | 68.131712345014300 |
| 2000-08-01 | 68.181272009218900 |
| 2000-09-01 | 68.247522514578600 |
| 2000-10-01 | 68.566051661937590 |
| 2000-11-01 | 68.527622907689290 |
| 2000-12-01 | 68.243639174269700 |
| 2001-01-01 | 68.667162013088200 |
| 2001-02-01 | 68.589016389264000 |
| 2001-03-01 | 68.534917047592500 |
| 2001-04-01 | 68.842361530679000 |
| 2001-05-01 | 68.774092465570700 |
| 2001-06-01 | 69.239882600839610 |
| 2001-07-01 | 69.692587701132000 |
| 2001-08-01 | 69.642750446398110 |
| 2001-09-01 | 69.649977805511210 |
| 2001-10-01 | 69.402774091949500 |
| 2001-11-01 | 69.472986432454790 |
| 2001-12-01 | 69.626973545181500 |
| 2002-01-01 | 70.098185462490700 |
| 2002-02-01 | 69.795713421741100 |
| 2002-03-01 | 69.780468304732710 |
| 2002-04-01 | 69.281527878652500 |
| 2002-05-01 | 69.722729179230900 |
| 2002-06-01 | 69.739411548723610 |
| 2002-07-01 | 70.040491348738500 |
| 2002-08-01 | 70.005751449497300 |
| 2002-09-01 | 69.840524296902700 |
| 2002-10-01 | 69.697463287694900 |
| 2002-11-01 | 69.793876924412300 |
| 2002-12-01 | 69.863305083748400 |
| 2003-01-01 | 69.975470892887000 |
| 2003-02-01 | 69.816464146017200 |
| 2003-03-01 | 70.145282592066200 |
| 2003-04-01 | 69.536110078730900 |
| 2003-05-01 | 69.453450901147600 |
| 2003-06-01 | 69.148165107572000 |
| 2003-07-01 | 68.797826570142500 |
| 2003-08-01 | 68.781980172305200 |
| 2003-09-01 | 68.831319865064800 |
| 2003-10-01 | 69.050455964394290 |
| 2003-11-01 | 69.270914759592800 |
| 2003-12-01 | 68.914816470486300 |
| 2004-01-01 | 68.569530555268200 |
| 2004-02-01 | 68.550525784097100 |
| 2004-03-01 | 68.558849837049800 |
| 2004-04-01 | 68.182425419187200 |
| 2004-05-01 | 67.964678124571400 |
| 2004-06-01 | 68.114594308281400 |
| 2004-07-01 | 68.283482763184400 |
| 2004-08-01 | 67.971676893283700 |
| 2004-09-01 | 67.712331553800710 |
| 2004-10-01 | 67.495097208471400 |
| 2004-11-01 | 67.330012786580900 |
| 2004-12-01 | 67.281143920849000 |
| 2005-01-01 | 67.184542452721200 |
| 2005-02-01 | 67.076781260004610 |
| 2005-03-01 | 67.077819385461800 |
| 2005-04-01 | 67.326045498519290 |
| 2005-05-01 | 67.381234002759900 |
| 2005-06-01 | 67.242051883658600 |
| 2005-07-01 | 67.469732472794400 |
| 2005-08-01 | 67.579774074509600 |
| 2005-09-01 | 67.713856943788900 |
| 2005-10-01 | 67.527701700590600 |
| 2005-11-01 | 67.372495237942290 |
| 2005-12-01 | 67.585423876243300 |
| 2006-01-01 | 67.483207487296000 |
| 2006-02-01 | 67.487494197210900 |
| 2006-03-01 | 67.521291302005790 |
| 2006-04-01 | 67.458156091326700 |
| 2006-05-01 | 67.401904950114500 |
| 2006-06-01 | 67.242906432768700 |
| 2006-07-01 | 66.951157999336000 |
| 2006-08-01 | 67.100972043973600 |
| 2006-09-01 | 67.019142584687600 |
| 2006-10-01 | 66.970248538344600 |
| 2006-11-01 | 66.929715412148900 |
| 2006-12-01 | 66.598132533976710 |
| 2007-01-01 | 66.780796781855400 |
| 2007-02-01 | 66.674431811899700 |
| 2007-03-01 | 66.750571460005700 |
| 2007-04-01 | 66.988492240515900 |
| 2007-05-01 | 67.125256992803500 |
| 2007-06-01 | 67.440952149693600 |
| 2007-07-01 | 67.733190223489800 |
| 2007-08-01 | 67.516658836822300 |
| 2007-09-01 | 67.538500271425600 |
| 2007-10-01 | 67.821236430610300 |
| 2007-11-01 | 68.199042080557390 |
| 2007-12-01 | 68.333356092201300 |
| 2008-01-01 | 68.160085216356790 |
| 2008-02-01 | 68.250052720390900 |
| 2008-03-01 | 68.069152846292200 |
| 2008-04-01 | 67.511697765409500 |
| 2008-05-01 | 67.637227767685200 |
| 2008-06-01 | 67.534396785808200 |
| 2008-07-01 | 67.528988924901000 |
| 2008-08-01 | 67.236984006759100 |
| 2008-09-01 | 67.055294180064000 |
| 2008-10-01 | 66.986185520954500 |
| 2008-11-01 | 66.788148582705400 |
| 2008-12-01 | 66.560052826557210 |
| 2009-01-01 | 66.350664506742000 |
| 2009-02-01 | 66.120511378878000 |
| 2009-03-01 | 65.857103879381500 |
| 2009-04-01 | 65.535364918150500 |
| 2009-05-01 | 65.545133160158600 |
| 2009-06-01 | 65.434533498521100 |
| 2009-07-01 | 65.220955145840800 |
| 2009-08-01 | 65.045924106011200 |
| 2009-09-01 | 64.962541195982800 |
| 2009-10-01 | 64.875512615951700 |
| 2009-11-01 | 64.593769693481290 |
| 2009-12-01 | 64.489578782285600 |
| 2010-01-01 | 64.741501677199300 |
| 2010-02-01 | 64.303679733576710 |
| 2010-03-01 | 64.437384574610200 |
| 2010-04-01 | 64.548011391532600 |
| 2010-05-01 | 64.538635203265600 |
| 2010-06-01 | 64.430273516520200 |
| 2010-07-01 | 64.522462886519900 |
| 2010-08-01 | 64.645111898916600 |
| 2010-09-01 | 64.545473169370610 |
| 2010-10-01 | 64.692191680112900 |
| 2010-11-01 | 64.616765999511500 |
| 2010-12-01 | 64.412097003686710 |
| 2011-01-01 | 64.737590397929800 |
| 2011-02-01 | 64.802217790786600 |
| 2011-03-01 | 64.711174772414800 |
| 2011-04-01 | 64.750123288925110 |
| 2011-05-01 | 64.627255253714400 |
| 2011-06-01 | 64.525478017620300 |
| 2011-07-01 | 64.527075553953510 |
| 2011-08-01 | 64.523660722017610 |
| 2011-09-01 | 64.628289092976200 |
| 2011-10-01 | 64.627465345833800 |
| 2011-11-01 | 64.630651902263000 |
| 2011-12-01 | 64.633277142765300 |
| 2012-01-01 | 64.630159043374600 |
| 2012-02-01 | 64.615546161044900 |
| 2012-03-01 | 64.698780624508000 |
| 2012-04-01 | 64.444290152987210 |
| 2012-05-01 | 64.523122964858800 |
| 2012-06-01 | 64.518072628076710 |
| 2012-07-01 | 64.422873448155300 |
| 2012-08-01 | 64.296708451695000 |
| 2012-09-01 | 64.313548344989000 |
| 2012-10-01 | 64.167377746055210 |
| 2012-11-01 | 64.229781640981100 |
| 2012-12-01 | 64.444415078944500 |
| 2013-01-01 | 64.126962533749800 |
| 2013-02-01 | 64.229195432148700 |
| 2013-03-01 | 64.401195134790400 |
| 2013-04-01 | 64.443805694307500 |
| 2013-05-01 | 64.530183594002510 |
| 2013-06-01 | 64.722179357831200 |
| 2013-07-01 | 64.697390091409200 |
| 2013-08-01 | 64.864572925113300 |
| 2013-09-01 | 65.203974119192710 |
| 2013-10-01 | 65.097673562214610 |
| 2013-11-01 | 65.221242568100700 |
| 2013-12-01 | 65.351765137697300 |
| 2014-01-01 | 65.518478366761800 |
| 2014-02-01 | 65.641617978538890 |
| 2014-03-01 | 65.725256926976300 |
| 2014-04-01 | 65.749419640823700 |
| 2014-05-01 | 65.745533664119300 |
| 2014-06-01 | 65.725206437402900 |
| 2014-07-01 | 65.667347879542800 |
| 2014-08-01 | 65.630340040807100 |
| 2014-09-01 | 65.295029878623900 |
| 2014-10-01 | 65.212194943949700 |
| 2014-11-01 | 65.315855326895700 |
| 2014-12-01 | 65.262689437916100 |
| 2015-01-01 | 65.111432885372300 |
| 2015-02-01 | 64.843937354197100 |
| 2015-03-01 | 64.756896288951800 |
| 2015-04-01 | 64.653788817986400 |
| 2015-05-01 | 64.660375887127800 |
| 2015-06-01 | 64.235993734047400 |
| 2015-07-01 | 64.135883935691400 |
| 2015-08-01 | 63.992346255516300 |
| 2015-09-01 | 63.799365014940500 |
| 2015-10-01 | 63.715760815986800 |
| 2015-11-01 | 63.510078584581800 |
| 2015-12-01 | 63.272991189641104 |
| 2016-01-01 | 63.109241509532100 |
| 2016-02-01 | 63.037241273958100 |
| 2016-03-01 | 62.886631142323700 |
| 2016-04-01 | 62.855514459440790 |
| 2016-05-01 | 62.781388576978500 |
| 2016-06-01 | 62.640860884816700 |
| 2016-07-01 | 62.813926439277000 |
| 2016-08-01 | 62.662122450211704 |
| 2016-09-01 | 62.704968162520400 |
| 2016-10-01 | 62.614386725893710 |
| 2016-11-01 | 62.504967922326200 |
| 2016-12-01 | 62.485085589057896 |
| 2017-01-01 | 62.607972020696100 |
| 2017-02-01 | 62.515958183734400 |
| 2017-03-01 | 62.501247754799300 |
| 2017-04-01 | 62.669327249078500 |
| 2017-05-01 | 62.903663119256706 |
| 2017-06-01 | 63.244895684300204 |
| 2017-07-01 | 63.705916198756290 |
| 2017-08-01 | 63.738061750444900 |
| 2017-09-01 | 64.014183100671300 |
| 2017-10-01 | 64.204181264239990 |
| 2017-11-01 | 64.405626018707600 |
| 2017-12-01 | 64.899144824601000 |
| 2018-01-01 | 65.090019695810200 |
| 2018-02-01 | 65.388560288301900 |
| 2018-03-01 | 65.599940079910900 |
| 2018-04-01 | 65.682206730273110 |
| 2018-05-01 | 65.734975982806390 |
| 2018-06-01 | 65.652705980176790 |
| 2018-07-01 | 65.615508033458700 |
| 2018-08-01 | 65.625263736917100 |
| 2018-09-01 | 65.634981333418210 |
| 2018-10-01 | 65.792061849516710 |
| 2018-11-01 | 65.904142092277200 |
| 2018-12-01 | 65.900559486634390 |
| 2019-01-01 | 65.870734073015100 |
| 2019-02-01 | 66.050087625858500 |
| 2019-03-01 | 66.168356793831390 |
| 2019-04-01 | 66.288631998176700 |
| 2019-05-01 | 66.269448756948600 |
| 2019-06-01 | 66.377033123590000 |
| 2019-07-01 | 66.245412172262010 |
| 2019-08-01 | 66.131450448344890 |
| 2019-09-01 | 66.067160629818400 |
| 2019-10-01 | 65.772924365575500 |
| 2019-11-01 | 65.696675294652610 |
| 2019-12-01 | 65.595492926082400 |
| 2020-01-01 | 65.540953754194700 |
| 2020-02-01 | 65.410755490628100 |
| 2020-03-01 | 65.319229996104500 |
| 2020-04-01 | 59.083085904031900 |
| 2020-05-01 | 59.101549171918110 |
| 2020-06-01 | 59.905799798681706 |
| 2020-07-01 | 59.783243057978794 |
| 2020-08-01 | 60.069170469433900 |
| 2020-09-01 | 60.301968823867206 |
| 2020-10-01 | 59.970188993695494 |
| 2020-11-01 | 59.683964405878500 |
| 2020-12-01 | 59.585168179861200 |
| 2021-01-01 | 59.706185173991300 |
| 2021-02-01 | 59.458948778705300 |
| 2021-03-01 | 59.254082758008096 |
| 2021-04-01 | 59.169482962639210 |
| 2021-05-01 | 59.020717871505300 |
| 2021-06-01 | 58.847279466549300 |
| 2021-07-01 | 59.119319999140200 |
| 2021-08-01 | 59.231713893137396 |
| 2021-09-01 | 59.338085339449300 |
| 2021-10-01 | 59.974154584905996 |
| 2021-11-01 | 60.277465776519300 |
| 2021-12-01 | 60.378748919780705 |
| 2022-01-01 | 60.359967546835900 |
| 2022-02-01 | 60.707343477038000 |
| 2022-03-01 | 60.991529898594100 |
| 2022-04-01 | 61.044258517017300 |
| 2022-05-01 | 61.023997875854100 |
| 2022-06-01 | 60.783374157807400 |
| 2022-07-01 | 61.146461162326794 |
| 2022-08-01 | 61.307439665195204 |
| 2022-09-01 | 61.475961530651900 |
| 2022-10-01 | 61.505563958070496 |
| 2022-11-01 | 61.467408435929000 |
| 2022-12-01 | 61.362301539974204 |
| 2023-01-01 | 61.331817361971204 |
| 2023-02-01 | 61.258694260483500 |
| 2023-03-01 | 61.327234040757396 |
| 2023-04-01 | 61.415142020463290 |
| 2023-05-01 | 61.617120232262494 |
| 2023-06-01 | 61.811119237910700 |
| 2023-07-01 | 61.768791067011390 |
| 2023-08-01 | 61.777537418477600 |
| 2023-09-01 | 61.906131443395610 |
| 2023-10-01 | 61.737730954634600 |
| 2023-11-01 | 62.058271297392900 |
| 2023-12-01 | 62.150195631805104 |
| 2024-01-01 | 62.414323273699600 |
| 2024-02-01 | 62.527119707828000 |
| 2024-03-01 | 62.584890071600000 |
| 2024-04-01 | 62.290711467868010 |
| 2024-05-01 | 62.104493165262696 |
| 2024-06-01 | 61.817523263704096 |
| 2024-07-01 | 61.881803956550506 |
| 2024-08-01 | 61.528312541466796 |
| 2024-09-01 | 61.621286588680896 |
| 2024-10-01 | 61.675249613997790 |
