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 2024-08-01 |
| Last Updated | 2024-09-21 5:10 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 | 63.174436077951710 |
| 1990-02-01 | 62.959128483986700 |
| 1990-03-01 | 63.041213992014000 |
| 1990-04-01 | 62.525202609613295 |
| 1990-05-01 | 62.559240275286210 |
| 1990-06-01 | 62.495557998809204 |
| 1990-07-01 | 62.340036605330600 |
| 1990-08-01 | 62.519928711468800 |
| 1990-09-01 | 62.547911104856100 |
| 1990-10-01 | 62.262739577353200 |
| 1990-11-01 | 62.171234808899400 |
| 1990-12-01 | 62.015971212973700 |
| 1991-01-01 | 61.976126977202400 |
| 1991-02-01 | 61.952276143397896 |
| 1991-03-01 | 61.833302424096004 |
| 1991-04-01 | 62.009002881230900 |
| 1991-05-01 | 61.855796748251400 |
| 1991-06-01 | 61.905037672262200 |
| 1991-07-01 | 61.940164960700600 |
| 1991-08-01 | 61.916585375048200 |
| 1991-09-01 | 61.942954759150890 |
| 1991-10-01 | 62.281624655640900 |
| 1991-11-01 | 62.397280804263710 |
| 1991-12-01 | 62.434072863990004 |
| 1992-01-01 | 62.379422524206400 |
| 1992-02-01 | 62.320663185549400 |
| 1992-03-01 | 62.117905081761600 |
| 1992-04-01 | 62.064869868632400 |
| 1992-05-01 | 62.154245173645110 |
| 1992-06-01 | 62.227657166747100 |
| 1992-07-01 | 62.436153409217100 |
| 1992-08-01 | 62.025308289360890 |
| 1992-09-01 | 61.956499840357500 |
| 1992-10-01 | 62.498126864214300 |
| 1992-11-01 | 62.030990088515200 |
| 1992-12-01 | 62.048098075020600 |
| 1993-01-01 | 61.494212938039400 |
| 1993-02-01 | 61.656815514233706 |
| 1993-03-01 | 61.173317484201000 |
| 1993-04-01 | 61.838438671141900 |
| 1993-05-01 | 61.750238834178000 |
| 1993-06-01 | 61.544946059930300 |
| 1993-07-01 | 61.556777969333890 |
| 1993-08-01 | 61.456194624038200 |
| 1993-09-01 | 61.272160101721000 |
| 1993-10-01 | 60.703055526596600 |
| 1993-11-01 | 60.362187166407004 |
| 1993-12-01 | 60.646227907778595 |
| 1994-01-01 | 61.015416874784000 |
| 1994-02-01 | 60.984967140706104 |
| 1994-03-01 | 61.129290865070494 |
| 1994-04-01 | 60.011526368387500 |
| 1994-05-01 | 60.035323664211795 |
| 1994-06-01 | 60.174326035933400 |
| 1994-07-01 | 60.279353315292795 |
| 1994-08-01 | 60.503712826519006 |
| 1994-09-01 | 60.606283513839600 |
| 1994-10-01 | 60.479891981328000 |
| 1994-11-01 | 60.473561630456600 |
| 1994-12-01 | 60.040017274572500 |
| 1995-01-01 | 60.759529312720204 |
| 1995-02-01 | 60.812254944233890 |
| 1995-03-01 | 60.891292377538900 |
| 1995-04-01 | 60.906943888629800 |
| 1995-05-01 | 60.698374378669300 |
| 1995-06-01 | 60.569698726129700 |
| 1995-07-01 | 60.918475448190300 |
| 1995-08-01 | 60.969409496442005 |
| 1995-09-01 | 61.044557603417000 |
| 1995-10-01 | 61.133059152701705 |
| 1995-11-01 | 61.169227643156900 |
| 1995-12-01 | 61.241203005491290 |
| 1996-01-01 | 61.018406565402400 |
| 1996-02-01 | 61.157172719831000 |
| 1996-03-01 | 61.099810134124100 |
| 1996-04-01 | 60.582522475692606 |
| 1996-05-01 | 60.644109983918200 |
| 1996-06-01 | 60.624428866491900 |
| 1996-07-01 | 60.352149797477700 |
| 1996-08-01 | 60.322875512098896 |
| 1996-09-01 | 60.385838646135596 |
| 1996-10-01 | 61.594440859587500 |
| 1996-11-01 | 61.771985416403700 |
| 1996-12-01 | 61.971593849933605 |
| 1997-01-01 | 62.182529844242794 |
| 1997-02-01 | 62.119879887180296 |
| 1997-03-01 | 62.117840288172296 |
| 1997-04-01 | 62.157264412382900 |
| 1997-05-01 | 62.376237585231706 |
| 1997-06-01 | 62.314335303238710 |
| 1997-07-01 | 62.891091306368104 |
| 1997-08-01 | 62.962970011884600 |
| 1997-09-01 | 63.120195177982595 |
| 1997-10-01 | 63.780359702934895 |
| 1997-11-01 | 63.800010465015710 |
| 1997-12-01 | 63.943015761312800 |
| 1998-01-01 | 63.503105601578400 |
| 1998-02-01 | 63.309768737576200 |
| 1998-03-01 | 63.648078344718200 |
| 1998-04-01 | 64.407038769173000 |
| 1998-05-01 | 64.027058424472800 |
| 1998-06-01 | 63.904101371855205 |
| 1998-07-01 | 63.891075455010200 |
| 1998-08-01 | 63.757994470156710 |
| 1998-09-01 | 63.938704895311005 |
| 1998-10-01 | 64.318978513254700 |
| 1998-11-01 | 64.466574201087710 |
| 1998-12-01 | 64.333521610780610 |
| 1999-01-01 | 64.289789034288200 |
| 1999-02-01 | 64.103783848662900 |
| 1999-03-01 | 64.643139275608200 |
| 1999-04-01 | 65.458708736761210 |
| 1999-05-01 | 65.409094514768000 |
| 1999-06-01 | 65.721524775152200 |
| 1999-07-01 | 65.367404938095100 |
| 1999-08-01 | 65.630192126676100 |
| 1999-09-01 | 67.549703592276600 |
| 1999-10-01 | 66.988463615312100 |
| 1999-11-01 | 66.946969585664200 |
| 1999-12-01 | 66.815214171597390 |
| 2000-01-01 | 67.329852585787300 |
| 2000-02-01 | 67.397078572382200 |
| 2000-03-01 | 67.613228614478700 |
| 2000-04-01 | 69.026190131489300 |
| 2000-05-01 | 68.829376075397800 |
| 2000-06-01 | 68.699995797398100 |
| 2000-07-01 | 68.131689464698400 |
| 2000-08-01 | 68.181247413865700 |
| 2000-09-01 | 68.247548142703300 |
| 2000-10-01 | 68.566065514274900 |
| 2000-11-01 | 68.527624902492290 |
| 2000-12-01 | 68.243654880523300 |
| 2001-01-01 | 68.667140969877900 |
| 2001-02-01 | 68.588969162700500 |
| 2001-03-01 | 68.534860625890100 |
| 2001-04-01 | 68.842447548770400 |
| 2001-05-01 | 68.774112029398700 |
| 2001-06-01 | 69.239887858980400 |
| 2001-07-01 | 69.692571580205400 |
| 2001-08-01 | 69.642735315700000 |
| 2001-09-01 | 69.649993869052000 |
| 2001-10-01 | 69.402781346417400 |
| 2001-11-01 | 69.472986666629600 |
| 2001-12-01 | 69.626984834741110 |
| 2002-01-01 | 70.098168019003500 |
| 2002-02-01 | 69.795685391612210 |
| 2002-03-01 | 69.780426229053900 |
| 2002-04-01 | 69.281581201548500 |
| 2002-05-01 | 69.722746084071900 |
| 2002-06-01 | 69.739419438559510 |
| 2002-07-01 | 70.040480057816600 |
| 2002-08-01 | 70.005744715797300 |
| 2002-09-01 | 69.840531910887100 |
| 2002-10-01 | 69.697466053523700 |
| 2002-11-01 | 69.793876819806300 |
| 2002-12-01 | 69.863311466924600 |
| 2003-01-01 | 69.975460777289500 |
| 2003-02-01 | 69.816449457402500 |
| 2003-03-01 | 70.145258246614700 |
| 2003-04-01 | 69.536134550380710 |
| 2003-05-01 | 69.453462480614900 |
| 2003-06-01 | 69.148172164922900 |
| 2003-07-01 | 68.797821790781000 |
| 2003-08-01 | 68.781980408272600 |
| 2003-09-01 | 68.831319161664800 |
| 2003-10-01 | 69.050455415584790 |
| 2003-11-01 | 69.270915107274500 |
| 2003-12-01 | 68.914818254341100 |
| 2004-01-01 | 68.569526809570000 |
| 2004-02-01 | 68.550521420444200 |
| 2004-03-01 | 68.558840336378300 |
| 2004-04-01 | 68.182433208437600 |
| 2004-05-01 | 67.964681995735100 |
| 2004-06-01 | 68.114598066790600 |
| 2004-07-01 | 68.283481371454400 |
| 2004-08-01 | 67.971677047824400 |
| 2004-09-01 | 67.712331337661300 |
| 2004-10-01 | 67.495096882819200 |
| 2004-11-01 | 67.330013154300200 |
| 2004-12-01 | 67.281144025957400 |
| 2005-01-01 | 67.184542040319300 |
| 2005-02-01 | 67.076780377090700 |
| 2005-03-01 | 67.077813605710000 |
| 2005-04-01 | 67.326049126383500 |
| 2005-05-01 | 67.381235085985100 |
| 2005-06-01 | 67.242052618535800 |
| 2005-07-01 | 67.469733521995500 |
| 2005-08-01 | 67.579773761139490 |
| 2005-09-01 | 67.713856764383410 |
| 2005-10-01 | 67.527701395008790 |
| 2005-11-01 | 67.372495354761000 |
| 2005-12-01 | 67.585424067891800 |
| 2006-01-01 | 67.483207653976300 |
| 2006-02-01 | 67.487494485876800 |
| 2006-03-01 | 67.521288806452500 |
| 2006-04-01 | 67.458156552717100 |
| 2006-05-01 | 67.401905458971000 |
| 2006-06-01 | 67.242906607399700 |
| 2006-07-01 | 66.951158357091100 |
| 2006-08-01 | 67.100971988232800 |
| 2006-09-01 | 67.019142905070710 |
| 2006-10-01 | 66.970248497926290 |
| 2006-11-01 | 66.929715435840310 |
| 2006-12-01 | 66.598132751325210 |
| 2007-01-01 | 66.780796710326600 |
| 2007-02-01 | 66.674431636361290 |
| 2007-03-01 | 66.750570809183700 |
| 2007-04-01 | 66.988492121704000 |
| 2007-05-01 | 67.125257116270500 |
| 2007-06-01 | 67.440952352128900 |
| 2007-07-01 | 67.733190314516110 |
| 2007-08-01 | 67.516658914025200 |
| 2007-09-01 | 67.538500581497600 |
| 2007-10-01 | 67.821236402009000 |
| 2007-11-01 | 68.199041935092000 |
| 2007-12-01 | 68.333356253050900 |
| 2008-01-01 | 68.160085143435500 |
| 2008-02-01 | 68.250052582816400 |
| 2008-03-01 | 68.069152713547400 |
| 2008-04-01 | 67.511697637867100 |
| 2008-05-01 | 67.637227790634100 |
| 2008-06-01 | 67.534396967041600 |
| 2008-07-01 | 67.528988680767000 |
| 2008-08-01 | 67.236984114048400 |
| 2008-09-01 | 67.055294468852100 |
| 2008-10-01 | 66.986185547984900 |
| 2008-11-01 | 66.788148453245710 |
| 2008-12-01 | 66.560052961701400 |
| 2009-01-01 | 66.350664466312300 |
| 2009-02-01 | 66.120511323713500 |
| 2009-03-01 | 65.857103668139400 |
| 2009-04-01 | 65.535364903775700 |
| 2009-05-01 | 65.545133195237100 |
| 2009-06-01 | 65.434533638517000 |
| 2009-07-01 | 65.220954996796300 |
| 2009-08-01 | 65.045924172078000 |
| 2009-09-01 | 64.962541354926800 |
| 2009-10-01 | 64.875512655366000 |
| 2009-11-01 | 64.593769623523400 |
| 2009-12-01 | 64.489578831330900 |
| 2010-01-01 | 64.741501553152290 |
| 2010-02-01 | 64.303679704749100 |
| 2010-03-01 | 64.437384221820790 |
| 2010-04-01 | 64.548011557352100 |
| 2010-05-01 | 64.538635467646400 |
| 2010-06-01 | 64.430273598086000 |
| 2010-07-01 | 64.522463040389100 |
| 2010-08-01 | 64.645111918963790 |
| 2010-09-01 | 64.545473006341200 |
| 2010-10-01 | 64.692191423783700 |
| 2010-11-01 | 64.616765728974800 |
| 2010-12-01 | 64.412096894036710 |
| 2011-01-01 | 64.737590308096300 |
| 2011-02-01 | 64.802218187526800 |
| 2011-03-01 | 64.711174905593910 |
| 2011-04-01 | 64.750124299767000 |
| 2011-05-01 | 64.627256036900390 |
| 2011-06-01 | 64.525477654635710 |
| 2011-07-01 | 64.527075052155400 |
| 2011-08-01 | 64.523659918058100 |
| 2011-09-01 | 64.628287625925710 |
| 2011-10-01 | 64.627462732471700 |
| 2011-11-01 | 64.630652202982900 |
| 2011-12-01 | 64.633278583728710 |
| 2012-01-01 | 64.630161220163300 |
| 2012-02-01 | 64.615548340348210 |
| 2012-03-01 | 64.698782477721210 |
| 2012-04-01 | 64.444291444578600 |
| 2012-05-01 | 64.523125101961300 |
| 2012-06-01 | 64.518069338380100 |
| 2012-07-01 | 64.422869527415900 |
| 2012-08-01 | 64.296704588028290 |
| 2012-09-01 | 64.313543877903100 |
| 2012-10-01 | 64.167372115383400 |
| 2012-11-01 | 64.229783659524600 |
| 2012-12-01 | 64.444421321758200 |
| 2013-01-01 | 64.126971271564500 |
| 2013-02-01 | 64.229202113054600 |
| 2013-03-01 | 64.401199250536700 |
| 2013-04-01 | 64.443807684507500 |
| 2013-05-01 | 64.530189766799100 |
| 2013-06-01 | 64.722164977904700 |
| 2013-07-01 | 64.697374275304400 |
| 2013-08-01 | 64.864566628861400 |
| 2013-09-01 | 65.203968240664990 |
| 2013-10-01 | 65.097665393348500 |
| 2013-11-01 | 65.221242046877100 |
| 2013-12-01 | 65.351766305825790 |
| 2014-01-01 | 65.518537831872790 |
| 2014-02-01 | 65.641620558968200 |
| 2014-03-01 | 65.725247530552990 |
| 2014-04-01 | 65.749423784837900 |
| 2014-05-01 | 65.745545274515500 |
| 2014-06-01 | 65.725179830343700 |
| 2014-07-01 | 65.667310121364000 |
| 2014-08-01 | 65.630332890769610 |
| 2014-09-01 | 65.295020503842500 |
| 2014-10-01 | 65.212181174682700 |
| 2014-11-01 | 65.315858978933000 |
| 2014-12-01 | 65.262686099872900 |
| 2015-01-01 | 65.111548075881100 |
| 2015-02-01 | 64.843945535162600 |
| 2015-03-01 | 64.756881250092790 |
| 2015-04-01 | 64.653796918191390 |
| 2015-05-01 | 64.660384970102900 |
| 2015-06-01 | 64.235944599290110 |
| 2015-07-01 | 64.135811700231800 |
| 2015-08-01 | 63.992326949213800 |
| 2015-09-01 | 63.799343178097900 |
| 2015-10-01 | 63.715735628414706 |
| 2015-11-01 | 63.510088052173500 |
| 2015-12-01 | 63.272998441999900 |
| 2016-01-01 | 63.109444348882896 |
| 2016-02-01 | 63.037308775815200 |
| 2016-03-01 | 62.886656561353400 |
| 2016-04-01 | 62.855529095741900 |
| 2016-05-01 | 62.781339889980790 |
| 2016-06-01 | 62.640703756689300 |
| 2016-07-01 | 62.813725737506400 |
| 2016-08-01 | 62.662033303592900 |
| 2016-09-01 | 62.704947333715495 |
| 2016-10-01 | 62.614417933809000 |
| 2016-11-01 | 62.505069631546796 |
| 2016-12-01 | 62.485200699372900 |
| 2017-01-01 | 62.608281055244895 |
| 2017-02-01 | 62.516134725190500 |
| 2017-03-01 | 62.501364804449200 |
| 2017-04-01 | 62.669406622643800 |
| 2017-05-01 | 62.903453304899394 |
| 2017-06-01 | 63.244252914911700 |
| 2017-07-01 | 63.705566385861300 |
| 2017-08-01 | 63.737772406554300 |
| 2017-09-01 | 64.014240980773000 |
| 2017-10-01 | 64.204449196898200 |
| 2017-11-01 | 64.405977953292000 |
| 2017-12-01 | 64.899484851057300 |
| 2018-01-01 | 65.090474201615400 |
| 2018-02-01 | 65.388784738732300 |
| 2018-03-01 | 65.600132489396700 |
| 2018-04-01 | 65.682483046096110 |
| 2018-05-01 | 65.734811898312300 |
| 2018-06-01 | 65.650697081377400 |
| 2018-07-01 | 65.615302405992890 |
| 2018-08-01 | 65.624733394718800 |
| 2018-09-01 | 65.634626266563800 |
| 2018-10-01 | 65.792601871377300 |
| 2018-11-01 | 65.905980230885700 |
| 2018-12-01 | 65.900652531952100 |
| 2019-01-01 | 65.871404424252700 |
| 2019-02-01 | 66.050417896787400 |
| 2019-03-01 | 66.168649656910100 |
| 2019-04-01 | 66.289001654334400 |
| 2019-05-01 | 66.269244026779200 |
| 2019-06-01 | 66.373182301957800 |
| 2019-07-01 | 66.245313975891400 |
| 2019-08-01 | 66.130597490765900 |
| 2019-09-01 | 66.066353657200000 |
| 2019-10-01 | 65.773872752091500 |
| 2019-11-01 | 65.700452125114100 |
| 2019-12-01 | 65.595986877937290 |
| 2020-01-01 | 65.542315594940300 |
| 2020-02-01 | 65.411133244393900 |
| 2020-03-01 | 65.318972357732700 |
| 2020-04-01 | 59.082748356710500 |
| 2020-05-01 | 59.100852118121300 |
| 2020-06-01 | 59.899901734440300 |
| 2020-07-01 | 59.783163626573106 |
| 2020-08-01 | 60.069016801484500 |
| 2020-09-01 | 60.302689259424300 |
| 2020-10-01 | 59.966601862981100 |
| 2020-11-01 | 59.692006236836500 |
| 2020-12-01 | 59.587594410025700 |
| 2021-01-01 | 59.708892168073300 |
| 2021-02-01 | 59.459286933879600 |
| 2021-03-01 | 59.253166752790200 |
| 2021-04-01 | 59.167863846299300 |
| 2021-05-01 | 59.018528409363500 |
| 2021-06-01 | 58.839055796581000 |
| 2021-07-01 | 59.116403751053106 |
| 2021-08-01 | 59.236229035379400 |
| 2021-09-01 | 59.337832343467400 |
| 2021-10-01 | 59.967877917656494 |
| 2021-11-01 | 60.289586637613300 |
| 2021-12-01 | 60.384348550450600 |
| 2022-01-01 | 60.364406563085700 |
| 2022-02-01 | 60.707690750567700 |
| 2022-03-01 | 60.989501738758790 |
| 2022-04-01 | 61.041047286884300 |
| 2022-05-01 | 61.020482312131500 |
| 2022-06-01 | 60.773494031995200 |
| 2022-07-01 | 61.141587380745300 |
| 2022-08-01 | 61.319596384792300 |
| 2022-09-01 | 61.473178121482500 |
| 2022-10-01 | 61.487307010130900 |
| 2022-11-01 | 61.485177954081294 |
| 2022-12-01 | 61.371798691300200 |
| 2023-01-01 | 61.338776474908510 |
| 2023-02-01 | 61.260093094462500 |
| 2023-03-01 | 61.325325640254604 |
| 2023-04-01 | 61.410984519673400 |
| 2023-05-01 | 61.612361536224390 |
| 2023-06-01 | 61.800541149772100 |
| 2023-07-01 | 61.761412434265395 |
| 2023-08-01 | 61.798492648084100 |
| 2023-09-01 | 61.898971886820000 |
| 2023-10-01 | 61.707705452542704 |
| 2023-11-01 | 62.079690270971000 |
| 2023-12-01 | 62.163467715219710 |
| 2024-01-01 | 62.423800695591794 |
| 2024-02-01 | 62.530022639170504 |
| 2024-03-01 | 62.583506072302600 |
| 2024-04-01 | 62.286557537726790 |
| 2024-05-01 | 62.099905338884200 |
| 2024-06-01 | 61.808244244795700 |
| 2024-07-01 | 61.875034129872400 |
| 2024-08-01 | 61.557073323048200 |
