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 2024-12-01 |
| Last Updated | 2025-01-29 5:18 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 | 63.174383693560600 |
| 1990-02-01 | 62.959055118245200 |
| 1990-03-01 | 63.041113313481700 |
| 1990-04-01 | 62.525429158871000 |
| 1990-05-01 | 62.559308182126100 |
| 1990-06-01 | 62.495635080260400 |
| 1990-07-01 | 62.340077902793595 |
| 1990-08-01 | 62.519970903743705 |
| 1990-09-01 | 62.547939377987400 |
| 1990-10-01 | 62.262679878570600 |
| 1990-11-01 | 62.171172756580800 |
| 1990-12-01 | 62.015863335643800 |
| 1991-01-01 | 61.976058715805905 |
| 1991-02-01 | 61.952153855745294 |
| 1991-03-01 | 61.833103311610200 |
| 1991-04-01 | 62.009339011835790 |
| 1991-05-01 | 61.855902726447300 |
| 1991-06-01 | 61.905126713554790 |
| 1991-07-01 | 61.940215890499495 |
| 1991-08-01 | 61.916636122290400 |
| 1991-09-01 | 61.942986007016710 |
| 1991-10-01 | 62.281559238693800 |
| 1991-11-01 | 62.397209752453300 |
| 1991-12-01 | 62.433963227255106 |
| 1992-01-01 | 62.379317016255705 |
| 1992-02-01 | 62.320476222898100 |
| 1992-03-01 | 62.117616918653205 |
| 1992-04-01 | 62.065318914708390 |
| 1992-05-01 | 62.154418329007400 |
| 1992-06-01 | 62.227753390120895 |
| 1992-07-01 | 62.436226602238600 |
| 1992-08-01 | 62.025370032152100 |
| 1992-09-01 | 61.956531928995800 |
| 1992-10-01 | 62.498050409587300 |
| 1992-11-01 | 62.030903867394400 |
| 1992-12-01 | 62.047981851042200 |
| 1993-01-01 | 61.494064123576000 |
| 1993-02-01 | 61.656562105221900 |
| 1993-03-01 | 61.172932684478900 |
| 1993-04-01 | 61.839048082850000 |
| 1993-05-01 | 61.750465740089000 |
| 1993-06-01 | 61.545040786471100 |
| 1993-07-01 | 61.556865784503096 |
| 1993-08-01 | 61.456255156194000 |
| 1993-09-01 | 61.272166946317704 |
| 1993-10-01 | 60.702977893839800 |
| 1993-11-01 | 60.362092711406206 |
| 1993-12-01 | 60.646106548466100 |
| 1994-01-01 | 61.015238572599600 |
| 1994-02-01 | 60.984686384922400 |
| 1994-03-01 | 61.128893119248400 |
| 1994-04-01 | 60.012222083212200 |
| 1994-05-01 | 60.035557089671790 |
| 1994-06-01 | 60.174409100830204 |
| 1994-07-01 | 60.279439847982594 |
| 1994-08-01 | 60.503759172456206 |
| 1994-09-01 | 60.606271222579900 |
| 1994-10-01 | 60.479824279342004 |
| 1994-11-01 | 60.473474994724210 |
| 1994-12-01 | 60.039906588491704 |
| 1995-01-01 | 60.759353985370204 |
| 1995-02-01 | 60.811914396799004 |
| 1995-03-01 | 60.890915179002110 |
| 1995-04-01 | 60.907723725896000 |
| 1995-05-01 | 60.698588283067600 |
| 1995-06-01 | 60.569766187638294 |
| 1995-07-01 | 60.918535590690006 |
| 1995-08-01 | 60.969426727816400 |
| 1995-09-01 | 61.044521018702100 |
| 1995-10-01 | 61.133017236103000 |
| 1995-11-01 | 61.169160574579706 |
| 1995-12-01 | 61.241108862115100 |
| 1996-01-01 | 61.018237445012105 |
| 1996-02-01 | 61.156783339223500 |
| 1996-03-01 | 61.099521941647500 |
| 1996-04-01 | 60.583353220198900 |
| 1996-05-01 | 60.644259262793600 |
| 1996-06-01 | 60.624460548400705 |
| 1996-07-01 | 60.352175179345600 |
| 1996-08-01 | 60.322836955400000 |
| 1996-09-01 | 60.385840957057000 |
| 1996-10-01 | 61.594442613936800 |
| 1996-11-01 | 61.771937531517100 |
| 1996-12-01 | 61.971533789853900 |
| 1997-01-01 | 62.182358603770300 |
| 1997-02-01 | 62.119393495510500 |
| 1997-03-01 | 62.117521267435290 |
| 1997-04-01 | 62.158249768580000 |
| 1997-05-01 | 62.376356784531495 |
| 1997-06-01 | 62.314350996246006 |
| 1997-07-01 | 62.891079387177110 |
| 1997-08-01 | 62.962884159888496 |
| 1997-09-01 | 63.120231438455896 |
| 1997-10-01 | 63.780394652573605 |
| 1997-11-01 | 63.799969197875996 |
| 1997-12-01 | 63.942992614885400 |
| 1998-01-01 | 63.502904440545210 |
| 1998-02-01 | 63.309231189624400 |
| 1998-03-01 | 63.647709170662400 |
| 1998-04-01 | 64.408108326536210 |
| 1998-05-01 | 64.027182179318200 |
| 1998-06-01 | 63.904139216207895 |
| 1998-07-01 | 63.891017414228490 |
| 1998-08-01 | 63.757883327922600 |
| 1998-09-01 | 63.938799177222900 |
| 1998-10-01 | 64.319024530131200 |
| 1998-11-01 | 64.466528322619900 |
| 1998-12-01 | 64.333537251517300 |
| 1999-01-01 | 64.289564147369900 |
| 1999-02-01 | 64.103188123280290 |
| 1999-03-01 | 64.642661864831710 |
| 1999-04-01 | 65.459831797244600 |
| 1999-05-01 | 65.409280793284300 |
| 1999-06-01 | 65.721604983874800 |
| 1999-07-01 | 65.367325647230600 |
| 1999-08-01 | 65.630092772401800 |
| 1999-09-01 | 67.549801987103790 |
| 1999-10-01 | 66.988491428029200 |
| 1999-11-01 | 66.946910852592200 |
| 1999-12-01 | 66.815247912766510 |
| 2000-01-01 | 67.329608473320000 |
| 2000-02-01 | 67.396541544680300 |
| 2000-03-01 | 67.612732286233210 |
| 2000-04-01 | 69.027210909797790 |
| 2000-05-01 | 68.829594262009000 |
| 2000-06-01 | 68.700099743491600 |
| 2000-07-01 | 68.131605324124790 |
| 2000-08-01 | 68.181164505844600 |
| 2000-09-01 | 68.247652479806200 |
| 2000-10-01 | 68.566075998240790 |
| 2000-11-01 | 68.527557031727400 |
| 2000-12-01 | 68.243697099462300 |
| 2001-01-01 | 68.666917423762900 |
| 2001-02-01 | 68.588539725864600 |
| 2001-03-01 | 68.534365959668390 |
| 2001-04-01 | 68.843291905737000 |
| 2001-05-01 | 68.774342081155500 |
| 2001-06-01 | 69.239995974091610 |
| 2001-07-01 | 69.692511581214400 |
| 2001-08-01 | 69.642685758696100 |
| 2001-09-01 | 69.650046152371900 |
| 2001-10-01 | 69.402770289649400 |
| 2001-11-01 | 69.472923217291300 |
| 2001-12-01 | 69.627022637319400 |
| 2002-01-01 | 70.097991384099700 |
| 2002-02-01 | 69.795432945121090 |
| 2002-03-01 | 69.780062846564200 |
| 2002-04-01 | 69.282106834369200 |
| 2002-05-01 | 69.722934456843100 |
| 2002-06-01 | 69.739525531924100 |
| 2002-07-01 | 70.040431057835800 |
| 2002-08-01 | 70.005725304699300 |
| 2002-09-01 | 69.840549783728110 |
| 2002-10-01 | 69.697446495149300 |
| 2002-11-01 | 69.793831429903100 |
| 2002-12-01 | 69.863335397532400 |
| 2003-01-01 | 69.975360428351600 |
| 2003-02-01 | 69.816318945851400 |
| 2003-03-01 | 70.145053976703990 |
| 2003-04-01 | 69.536377746960100 |
| 2003-05-01 | 69.453588390087100 |
| 2003-06-01 | 69.148251453016800 |
| 2003-07-01 | 68.797804266456900 |
| 2003-08-01 | 68.781983785250500 |
| 2003-09-01 | 68.831304194300100 |
| 2003-10-01 | 69.050432707488700 |
| 2003-11-01 | 69.270889827945200 |
| 2003-12-01 | 68.914823236934990 |
| 2004-01-01 | 68.569487858512900 |
| 2004-02-01 | 68.550481781028900 |
| 2004-03-01 | 68.558765017696400 |
| 2004-04-01 | 68.182512427709100 |
| 2004-05-01 | 67.964725989252700 |
| 2004-06-01 | 68.114635207015300 |
| 2004-07-01 | 68.283483238557790 |
| 2004-08-01 | 67.971676715648500 |
| 2004-09-01 | 67.712327274849900 |
| 2004-10-01 | 67.495088277135000 |
| 2004-11-01 | 67.330001142849100 |
| 2004-12-01 | 67.281140853424600 |
| 2005-01-01 | 67.184537021897300 |
| 2005-02-01 | 67.076771979931700 |
| 2005-03-01 | 67.077767500192900 |
| 2005-04-01 | 67.326084084558100 |
| 2005-05-01 | 67.381249038561400 |
| 2005-06-01 | 67.242057757169700 |
| 2005-07-01 | 67.469752390378600 |
| 2005-08-01 | 67.579768773204600 |
| 2005-09-01 | 67.713855760666500 |
| 2005-10-01 | 67.527697058974510 |
| 2005-11-01 | 67.372488208439300 |
| 2005-12-01 | 67.585423797762500 |
| 2006-01-01 | 67.483208450328200 |
| 2006-02-01 | 67.487496548380600 |
| 2006-03-01 | 67.521269409237700 |
| 2006-04-01 | 67.458160276808800 |
| 2006-05-01 | 67.401912409985500 |
| 2006-06-01 | 67.242906836666100 |
| 2006-07-01 | 66.951169426921000 |
| 2006-08-01 | 67.100969840840590 |
| 2006-09-01 | 67.019147321770400 |
| 2006-10-01 | 66.970246870345600 |
| 2006-11-01 | 66.929710560497800 |
| 2006-12-01 | 66.598132342858700 |
| 2007-01-01 | 66.780795463784300 |
| 2007-02-01 | 66.674429898967200 |
| 2007-03-01 | 66.750566189047390 |
| 2007-04-01 | 66.988491222329290 |
| 2007-05-01 | 67.125259414235900 |
| 2007-06-01 | 67.440953572756900 |
| 2007-07-01 | 67.733197008335400 |
| 2007-08-01 | 67.516658320713800 |
| 2007-09-01 | 67.538504316900400 |
| 2007-10-01 | 67.821234686403800 |
| 2007-11-01 | 68.199038671814700 |
| 2007-12-01 | 68.333355165194600 |
| 2008-01-01 | 68.160084262438200 |
| 2008-02-01 | 68.250051969947300 |
| 2008-03-01 | 68.069152100960000 |
| 2008-04-01 | 67.511697049430510 |
| 2008-05-01 | 67.637227822904390 |
| 2008-06-01 | 67.534398668285600 |
| 2008-07-01 | 67.528989153686510 |
| 2008-08-01 | 67.236984010236000 |
| 2008-09-01 | 67.055297478764500 |
| 2008-10-01 | 66.986184534357100 |
| 2008-11-01 | 66.788145949680900 |
| 2008-12-01 | 66.560052446272000 |
| 2009-01-01 | 66.350664847911700 |
| 2009-02-01 | 66.120512522654500 |
| 2009-03-01 | 65.857103760660500 |
| 2009-04-01 | 65.535366467306900 |
| 2009-05-01 | 65.545135127690900 |
| 2009-06-01 | 65.434537214337700 |
| 2009-07-01 | 65.220954903176700 |
| 2009-08-01 | 65.045920722978610 |
| 2009-09-01 | 64.962536245522400 |
| 2009-10-01 | 64.875500903101400 |
| 2009-11-01 | 64.593757689934390 |
| 2009-12-01 | 64.489577818066900 |
| 2010-01-01 | 64.741518135574890 |
| 2010-02-01 | 64.303694440111700 |
| 2010-03-01 | 64.437395574731000 |
| 2010-04-01 | 64.548022072703900 |
| 2010-05-01 | 64.538643255592000 |
| 2010-06-01 | 64.430264930004300 |
| 2010-07-01 | 64.522464710251210 |
| 2010-08-01 | 64.645100445500000 |
| 2010-09-01 | 64.545450186802100 |
| 2010-10-01 | 64.692147160424100 |
| 2010-11-01 | 64.616724456968100 |
| 2010-12-01 | 64.412091729065600 |
| 2011-01-01 | 64.737638704127200 |
| 2011-02-01 | 64.802271332151600 |
| 2011-03-01 | 64.711226003388500 |
| 2011-04-01 | 64.750164094495000 |
| 2011-05-01 | 64.627273650616700 |
| 2011-06-01 | 64.525449467130200 |
| 2011-07-01 | 64.527074084381000 |
| 2011-08-01 | 64.523623701403400 |
| 2011-09-01 | 64.628228956451900 |
| 2011-10-01 | 64.627367775463600 |
| 2011-11-01 | 64.630567590908700 |
| 2011-12-01 | 64.633188050923100 |
| 2012-01-01 | 64.630112072484600 |
| 2012-02-01 | 64.616032583063000 |
| 2012-03-01 | 64.698782919287100 |
| 2012-04-01 | 64.444330801691000 |
| 2012-05-01 | 64.523221257100290 |
| 2012-06-01 | 64.517993630036900 |
| 2012-07-01 | 64.422800576558000 |
| 2012-08-01 | 64.296598761858700 |
| 2012-09-01 | 64.313452881496600 |
| 2012-10-01 | 64.167249786930000 |
| 2012-11-01 | 64.229673778439700 |
| 2012-12-01 | 64.444207958062890 |
| 2013-01-01 | 64.126786734316000 |
| 2013-02-01 | 64.230157048087000 |
| 2013-03-01 | 64.401165800577900 |
| 2013-04-01 | 64.443825767030000 |
| 2013-05-01 | 64.530328331725290 |
| 2013-06-01 | 64.722718784315700 |
| 2013-07-01 | 64.696347070488500 |
| 2013-08-01 | 64.864528769244200 |
| 2013-09-01 | 65.203934426481000 |
| 2013-10-01 | 65.097571305477290 |
| 2013-11-01 | 65.221213776903710 |
| 2013-12-01 | 65.351642039591000 |
| 2014-01-01 | 65.517609847804500 |
| 2014-02-01 | 65.643087887300210 |
| 2014-03-01 | 65.725552517848200 |
| 2014-04-01 | 65.749359264954900 |
| 2014-05-01 | 65.745695429596610 |
| 2014-06-01 | 65.726390021944800 |
| 2014-07-01 | 65.665238829707010 |
| 2014-08-01 | 65.630356869208710 |
| 2014-09-01 | 65.295009122987000 |
| 2014-10-01 | 65.212026173899790 |
| 2014-11-01 | 65.316340722283100 |
| 2014-12-01 | 65.262508310148490 |
| 2015-01-01 | 65.109830788218500 |
| 2015-02-01 | 64.845494288525200 |
| 2015-03-01 | 64.757709385025700 |
| 2015-04-01 | 64.653822672514400 |
| 2015-05-01 | 64.660616163137600 |
| 2015-06-01 | 64.237906423914000 |
| 2015-07-01 | 64.132699210002600 |
| 2015-08-01 | 63.992349989221000 |
| 2015-09-01 | 63.799263524220706 |
| 2015-10-01 | 63.715444474778610 |
| 2015-11-01 | 63.511009487074900 |
| 2015-12-01 | 63.272676745724404 |
| 2016-01-01 | 63.106821534944000 |
| 2016-02-01 | 63.038903813542795 |
| 2016-03-01 | 62.888212767441594 |
| 2016-04-01 | 62.856022336042300 |
| 2016-05-01 | 62.782058818573205 |
| 2016-06-01 | 62.642980198284100 |
| 2016-07-01 | 62.810351558041600 |
| 2016-08-01 | 62.661534648547790 |
| 2016-09-01 | 62.704266565350500 |
| 2016-10-01 | 62.613524582897995 |
| 2016-11-01 | 62.506064749538794 |
| 2016-12-01 | 62.484712187684790 |
| 2017-01-01 | 62.605671786220796 |
| 2017-02-01 | 62.517231108888290 |
| 2017-03-01 | 62.502943618487700 |
| 2017-04-01 | 62.673032653351605 |
| 2017-05-01 | 62.904770877403294 |
| 2017-06-01 | 63.246320573286700 |
| 2017-07-01 | 63.702203445677500 |
| 2017-08-01 | 63.736420571102510 |
| 2017-09-01 | 64.011052116841800 |
| 2017-10-01 | 64.202751939574100 |
| 2017-11-01 | 64.406541706632800 |
| 2017-12-01 | 64.899348881963000 |
| 2018-01-01 | 65.088570050007800 |
| 2018-02-01 | 65.389652845617500 |
| 2018-03-01 | 65.601999079336710 |
| 2018-04-01 | 65.690297961317100 |
| 2018-05-01 | 65.738039707929300 |
| 2018-06-01 | 65.648951948425700 |
| 2018-07-01 | 65.614524772071400 |
| 2018-08-01 | 65.625016902065000 |
| 2018-09-01 | 65.625058312639900 |
| 2018-10-01 | 65.783855273499700 |
| 2018-11-01 | 65.910979644783200 |
| 2018-12-01 | 65.901522874239100 |
| 2019-01-01 | 65.870902193115100 |
| 2019-02-01 | 66.051543905235300 |
| 2019-03-01 | 66.171287821524200 |
| 2019-04-01 | 66.301566422736500 |
| 2019-05-01 | 66.274958722611290 |
| 2019-06-01 | 66.367344887524900 |
| 2019-07-01 | 66.247073344357100 |
| 2019-08-01 | 66.131092456746100 |
| 2019-09-01 | 66.048214304893600 |
| 2019-10-01 | 65.756385869795510 |
| 2019-11-01 | 65.709086594810800 |
| 2019-12-01 | 65.598973285637300 |
| 2020-01-01 | 65.545183677241900 |
| 2020-02-01 | 65.415332870601100 |
| 2020-03-01 | 65.324582301038600 |
| 2020-04-01 | 59.099105333096105 |
| 2020-05-01 | 59.110125136435390 |
| 2020-06-01 | 59.890446925147295 |
| 2020-07-01 | 59.785572289754000 |
| 2020-08-01 | 60.066840902917210 |
| 2020-09-01 | 60.274621681465100 |
| 2020-10-01 | 59.933810504021300 |
| 2020-11-01 | 59.705071450100796 |
| 2020-12-01 | 59.595660660894500 |
| 2021-01-01 | 59.719424984929000 |
| 2021-02-01 | 59.471092906776200 |
| 2021-03-01 | 59.260292911075105 |
| 2021-04-01 | 59.190143599016400 |
| 2021-05-01 | 59.031665809977000 |
| 2021-06-01 | 58.829057617936290 |
| 2021-07-01 | 59.115692942096096 |
| 2021-08-01 | 59.227596075037404 |
| 2021-09-01 | 59.294760098647500 |
| 2021-10-01 | 59.909950607100605 |
| 2021-11-01 | 60.307092417609300 |
| 2021-12-01 | 60.408411773289004 |
| 2022-01-01 | 60.387563153072996 |
| 2022-02-01 | 60.730139723076800 |
| 2022-03-01 | 61.000526787345000 |
| 2022-04-01 | 61.066550777448995 |
| 2022-05-01 | 61.035425198296900 |
| 2022-06-01 | 60.762288825486294 |
| 2022-07-01 | 61.135168713545700 |
| 2022-08-01 | 61.299645154953700 |
| 2022-09-01 | 61.413570730209100 |
| 2022-10-01 | 61.406443224099100 |
| 2022-11-01 | 61.513674404905610 |
| 2022-12-01 | 61.415111513198400 |
| 2023-01-01 | 61.374326062068796 |
| 2023-02-01 | 61.292514806105900 |
| 2023-03-01 | 61.338144027319295 |
| 2023-04-01 | 61.437852332191700 |
| 2023-05-01 | 61.626960868064394 |
| 2023-06-01 | 61.790328728130100 |
| 2023-07-01 | 61.747553055616706 |
| 2023-08-01 | 61.764175509754400 |
| 2023-09-01 | 61.824200273979800 |
| 2023-10-01 | 61.612137181839200 |
| 2023-11-01 | 62.116681893184000 |
| 2023-12-01 | 62.228635985199205 |
| 2024-01-01 | 62.469736782075500 |
| 2024-02-01 | 62.569385171522995 |
| 2024-03-01 | 62.598530550479296 |
| 2024-04-01 | 62.311269125145905 |
| 2024-05-01 | 62.111091433902104 |
| 2024-06-01 | 61.797973314523496 |
| 2024-07-01 | 61.852767985719600 |
| 2024-08-01 | 61.507265482936710 |
| 2024-09-01 | 61.528659320664396 |
| 2024-10-01 | 61.430235027477500 |
| 2024-11-01 | 60.920736326959490 |
| 2024-12-01 | 60.938604389001895 |
