Table Data - All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Pennsylvania
| Title | All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Pennsylvania |
|---|---|
| Series ID | SMU42000004142500001SA |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 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 | 43.895785669668996 |
| 1990-02-01 | 43.820464314943900 |
| 1990-03-01 | 44.045778411970000 |
| 1990-04-01 | 43.028114383663905 |
| 1990-05-01 | 43.177513978089510 |
| 1990-06-01 | 43.424258524700605 |
| 1990-07-01 | 42.722697025087500 |
| 1990-08-01 | 43.611897025423296 |
| 1990-09-01 | 42.587140057618200 |
| 1990-10-01 | 42.494280063509500 |
| 1990-11-01 | 42.424850319088400 |
| 1990-12-01 | 42.278638031565706 |
| 1991-01-01 | 43.401673843055804 |
| 1991-02-01 | 43.010827316902800 |
| 1991-03-01 | 42.816522060480104 |
| 1991-04-01 | 42.727367049594200 |
| 1991-05-01 | 42.380463596611210 |
| 1991-06-01 | 42.217066114129500 |
| 1991-07-01 | 41.945789139646294 |
| 1991-08-01 | 41.621426197244205 |
| 1991-09-01 | 41.094858474759000 |
| 1991-10-01 | 40.601946326391800 |
| 1991-11-01 | 40.421227040427496 |
| 1991-12-01 | 40.486178878915100 |
| 1992-01-01 | 39.606922757162600 |
| 1992-02-01 | 39.297529647949000 |
| 1992-03-01 | 38.874162428161100 |
| 1992-04-01 | 38.814877053836796 |
| 1992-05-01 | 38.872700013993800 |
| 1992-06-01 | 38.513071923454900 |
| 1992-07-01 | 38.582507108445604 |
| 1992-08-01 | 38.137679146627000 |
| 1992-09-01 | 38.309785834147000 |
| 1992-10-01 | 38.513826611978800 |
| 1992-11-01 | 37.823135015532600 |
| 1992-12-01 | 37.491994402980204 |
| 1993-01-01 | 37.924364817154300 |
| 1993-02-01 | 37.866979897114300 |
| 1993-03-01 | 37.722163620505400 |
| 1993-04-01 | 37.289620435824700 |
| 1993-05-01 | 37.053780186285500 |
| 1993-06-01 | 37.006288977074796 |
| 1993-07-01 | 36.935659789200100 |
| 1993-08-01 | 36.984215553801704 |
| 1993-09-01 | 36.627710223080200 |
| 1993-10-01 | 37.022356060280790 |
| 1993-11-01 | 36.720155105496000 |
| 1993-12-01 | 36.488549997336200 |
| 1994-01-01 | 34.934754642618800 |
| 1994-02-01 | 34.835553372518000 |
| 1994-03-01 | 34.860760443968000 |
| 1994-04-01 | 34.656418250701900 |
| 1994-05-01 | 34.550776062290694 |
| 1994-06-01 | 34.503457312995300 |
| 1994-07-01 | 34.192403791566896 |
| 1994-08-01 | 34.128961311844900 |
| 1994-09-01 | 34.175004775495400 |
| 1994-10-01 | 33.815423555112800 |
| 1994-11-01 | 33.898449082308694 |
| 1994-12-01 | 33.683011888915000 |
| 1995-01-01 | 33.438574527209600 |
| 1995-02-01 | 33.206387885954800 |
| 1995-03-01 | 33.117917787842195 |
| 1995-04-01 | 33.112761264548304 |
| 1995-05-01 | 33.052063615964606 |
| 1995-06-01 | 32.803198838945896 |
| 1995-07-01 | 32.345248666706100 |
| 1995-08-01 | 32.585030020202900 |
| 1995-09-01 | 32.329083570947600 |
| 1995-10-01 | 31.801007473547397 |
| 1995-11-01 | 31.761925988685398 |
| 1995-12-01 | 31.872072088198400 |
| 1996-01-01 | 31.709690237949200 |
| 1996-02-01 | 31.900296432910700 |
| 1996-03-01 | 31.707650610761398 |
| 1996-04-01 | 31.570011842357303 |
| 1996-05-01 | 31.356949389309396 |
| 1996-06-01 | 31.213176415764497 |
| 1996-07-01 | 30.874119506508602 |
| 1996-08-01 | 30.522123630057300 |
| 1996-09-01 | 30.497144657705000 |
| 1996-10-01 | 30.369633016915103 |
| 1996-11-01 | 30.234162177982000 |
| 1996-12-01 | 30.169666605310397 |
| 1997-01-01 | 29.464419989166900 |
| 1997-02-01 | 29.492862310423800 |
| 1997-03-01 | 29.424397224731496 |
| 1997-04-01 | 29.143728097108898 |
| 1997-05-01 | 29.053338417095700 |
| 1997-06-01 | 29.134051399981200 |
| 1997-07-01 | 30.477975465650896 |
| 1997-08-01 | 29.360976359273400 |
| 1997-09-01 | 29.453950512852000 |
| 1997-10-01 | 29.623588102132400 |
| 1997-11-01 | 29.818597708877398 |
| 1997-12-01 | 29.767555941518896 |
| 1998-01-01 | 29.805997908257300 |
| 1998-02-01 | 29.798208175964398 |
| 1998-03-01 | 29.743099800377102 |
| 1998-04-01 | 29.941013631036700 |
| 1998-05-01 | 29.862610292880603 |
| 1998-06-01 | 29.867099589944402 |
| 1998-07-01 | 30.659808765641200 |
| 1998-08-01 | 29.968610374348103 |
| 1998-09-01 | 29.903696861397900 |
| 1998-10-01 | 29.959282461420496 |
| 1998-11-01 | 30.025302382116500 |
| 1998-12-01 | 29.974048705823396 |
| 1999-01-01 | 30.157709703843200 |
| 1999-02-01 | 29.900805627414400 |
| 1999-03-01 | 28.866766849258198 |
| 1999-04-01 | 28.854881130574498 |
| 1999-05-01 | 28.770968089294100 |
| 1999-06-01 | 28.687393974302800 |
| 1999-07-01 | 27.940808261750200 |
| 1999-08-01 | 27.663386683912100 |
| 1999-09-01 | 27.732030118732900 |
| 1999-10-01 | 27.606826269009900 |
| 1999-11-01 | 26.939900663884803 |
| 1999-12-01 | 27.278236226226900 |
| 2000-01-01 | 27.417766420558802 |
| 2000-02-01 | 27.517565505530200 |
| 2000-03-01 | 28.090885260955500 |
| 2000-04-01 | 27.672652544721604 |
| 2000-05-01 | 27.874015608867303 |
| 2000-06-01 | 27.903133548370400 |
| 2000-07-01 | 28.117352423199100 |
| 2000-08-01 | 28.237124468778200 |
| 2000-09-01 | 28.135841667503602 |
| 2000-10-01 | 28.570419038316196 |
| 2000-11-01 | 29.169940039239503 |
| 2000-12-01 | 28.893848164689000 |
| 2001-01-01 | 28.804064791758600 |
| 2001-02-01 | 28.827562928490302 |
| 2001-03-01 | 28.914674186020000 |
| 2001-04-01 | 28.986263814492503 |
| 2001-05-01 | 28.969840465102000 |
| 2001-06-01 | 29.093925571272003 |
| 2001-07-01 | 29.502253456679600 |
| 2001-08-01 | 29.714442120055700 |
| 2001-09-01 | 29.826763529271396 |
| 2001-10-01 | 30.056385195588800 |
| 2001-11-01 | 29.985433863333600 |
| 2001-12-01 | 30.298018026816300 |
| 2002-01-01 | 30.722787773715300 |
| 2002-02-01 | 30.750964457767200 |
| 2002-03-01 | 30.627541836603400 |
| 2002-04-01 | 30.988662987367100 |
| 2002-05-01 | 31.365141751554297 |
| 2002-06-01 | 31.781921568267700 |
| 2002-07-01 | 31.880014801420803 |
| 2002-08-01 | 32.197182799168900 |
| 2002-09-01 | 32.498494345222100 |
| 2002-10-01 | 33.056329151933400 |
| 2002-11-01 | 33.487845844136500 |
| 2002-12-01 | 33.914908048483400 |
| 2003-01-01 | 34.469913693049400 |
| 2003-02-01 | 34.673479213884896 |
| 2003-03-01 | 35.044234470689600 |
| 2003-04-01 | 35.277356128593900 |
| 2003-05-01 | 35.447879031509100 |
| 2003-06-01 | 35.546750331898800 |
| 2003-07-01 | 36.074809093617500 |
| 2003-08-01 | 36.091700747841500 |
| 2003-09-01 | 36.171542788177700 |
| 2003-10-01 | 36.164756535107200 |
| 2003-11-01 | 36.374671787063896 |
| 2003-12-01 | 36.425786379579200 |
| 2004-01-01 | 36.830156069479300 |
| 2004-02-01 | 37.003654817767504 |
| 2004-03-01 | 37.247459580675300 |
| 2004-04-01 | 37.761470078920496 |
| 2004-05-01 | 38.129328137449605 |
| 2004-06-01 | 38.614067285603106 |
| 2004-07-01 | 38.872453973458704 |
| 2004-08-01 | 39.296436219471700 |
| 2004-09-01 | 39.637085488893796 |
| 2004-10-01 | 40.068650561028500 |
| 2004-11-01 | 40.456451404730394 |
| 2004-12-01 | 40.951604711622710 |
| 2005-01-01 | 40.990396247840800 |
| 2005-02-01 | 41.326007472530996 |
| 2005-03-01 | 41.545892245145600 |
| 2005-04-01 | 41.641369142859500 |
| 2005-05-01 | 41.814365538292996 |
| 2005-06-01 | 41.788695704858900 |
| 2005-07-01 | 41.985442780465700 |
| 2005-08-01 | 41.794632464770295 |
| 2005-09-01 | 42.018276982699500 |
| 2005-10-01 | 41.862185322881900 |
| 2005-11-01 | 41.940510840265205 |
| 2005-12-01 | 41.855414762561004 |
| 2006-01-01 | 41.744967981296796 |
| 2006-02-01 | 42.142079824945200 |
| 2006-03-01 | 42.123114236738200 |
| 2006-04-01 | 42.631583058835300 |
| 2006-05-01 | 42.818174919337900 |
| 2006-06-01 | 42.993130346746995 |
| 2006-07-01 | 42.995981276813495 |
| 2006-08-01 | 43.191244002097996 |
| 2006-09-01 | 43.302645027416710 |
| 2006-10-01 | 43.442054165643300 |
| 2006-11-01 | 43.525694803123100 |
| 2006-12-01 | 43.960189541982600 |
| 2007-01-01 | 43.481362596504404 |
| 2007-02-01 | 43.447177302760100 |
| 2007-03-01 | 43.401322308512704 |
| 2007-04-01 | 43.229673102730800 |
| 2007-05-01 | 43.226263451276210 |
| 2007-06-01 | 43.409894960817100 |
| 2007-07-01 | 43.216980293981400 |
| 2007-08-01 | 43.175567062871100 |
| 2007-09-01 | 43.304805007080300 |
| 2007-10-01 | 43.420332633070200 |
| 2007-11-01 | 43.719777402880400 |
| 2007-12-01 | 43.549019634003600 |
| 2008-01-01 | 43.788711298918000 |
| 2008-02-01 | 43.948994827794200 |
| 2008-03-01 | 44.079342128678100 |
| 2008-04-01 | 44.338607245652600 |
| 2008-05-01 | 44.334860389079296 |
| 2008-06-01 | 44.340893740508800 |
| 2008-07-01 | 44.535668745094900 |
| 2008-08-01 | 44.657854871749600 |
| 2008-09-01 | 44.407786160488100 |
| 2008-10-01 | 44.305246365578390 |
| 2008-11-01 | 44.011220161814500 |
| 2008-12-01 | 43.839856486078205 |
| 2009-01-01 | 43.679524753355800 |
| 2009-02-01 | 43.453672622920800 |
| 2009-03-01 | 43.277609508425705 |
| 2009-04-01 | 42.741083355466300 |
| 2009-05-01 | 42.636523585308396 |
| 2009-06-01 | 42.470688832467104 |
| 2009-07-01 | 42.252897064380704 |
| 2009-08-01 | 42.134960603225800 |
| 2009-09-01 | 42.112089535663706 |
| 2009-10-01 | 42.104604412941704 |
| 2009-11-01 | 42.112457585005800 |
| 2009-12-01 | 42.009376471310300 |
| 2010-01-01 | 41.873671969638710 |
| 2010-02-01 | 41.747809125190294 |
| 2010-03-01 | 41.979618698898400 |
| 2010-04-01 | 41.958862048962200 |
| 2010-05-01 | 42.035809248809400 |
| 2010-06-01 | 41.985668517493100 |
| 2010-07-01 | 42.167207240955290 |
| 2010-08-01 | 42.334943992840600 |
| 2010-09-01 | 42.200692779782600 |
| 2010-10-01 | 42.216730305912100 |
| 2010-11-01 | 42.305650027439100 |
| 2010-12-01 | 42.472403136281900 |
| 2011-01-01 | 42.667495783941604 |
| 2011-02-01 | 42.632440645565710 |
| 2011-03-01 | 42.602706579962600 |
| 2011-04-01 | 42.684191992169104 |
| 2011-05-01 | 42.738055838580100 |
| 2011-06-01 | 42.483839174480600 |
| 2011-07-01 | 42.378867727574395 |
| 2011-08-01 | 42.341292668176610 |
| 2011-09-01 | 42.091184083940100 |
| 2011-10-01 | 42.030895988437800 |
| 2011-11-01 | 41.799625933126100 |
| 2011-12-01 | 41.531663417579004 |
| 2012-01-01 | 41.050066788209290 |
| 2012-02-01 | 41.110644170874900 |
| 2012-03-01 | 41.132367055851700 |
| 2012-04-01 | 41.113613657907706 |
| 2012-05-01 | 41.054302146332900 |
| 2012-06-01 | 41.373953376381900 |
| 2012-07-01 | 40.986438122372704 |
| 2012-08-01 | 40.947480957964600 |
| 2012-09-01 | 40.988710108869500 |
| 2012-10-01 | 40.835558935160100 |
| 2012-11-01 | 40.787977371300800 |
| 2012-12-01 | 40.805343806142204 |
| 2013-01-01 | 40.627900412279900 |
| 2013-02-01 | 40.790802465489705 |
| 2013-03-01 | 40.873525866387500 |
| 2013-04-01 | 40.531415338135600 |
| 2013-05-01 | 40.469075252309400 |
| 2013-06-01 | 40.373356577277704 |
| 2013-07-01 | 40.181310349687500 |
| 2013-08-01 | 40.044168557876600 |
| 2013-09-01 | 40.088112321353900 |
| 2013-10-01 | 39.840255879393100 |
| 2013-11-01 | 39.883214033852404 |
| 2013-12-01 | 40.000039732493896 |
| 2014-01-01 | 40.012442141312100 |
| 2014-02-01 | 40.067963096916300 |
| 2014-03-01 | 39.903356773714400 |
| 2014-04-01 | 39.934281023715800 |
| 2014-05-01 | 40.275371266388795 |
| 2014-06-01 | 40.674044021422600 |
| 2014-07-01 | 40.876951382032000 |
| 2014-08-01 | 41.037147348323600 |
| 2014-09-01 | 41.491452715614400 |
| 2014-10-01 | 42.050793443143000 |
| 2014-11-01 | 42.484146700048000 |
| 2014-12-01 | 42.611434990090000 |
| 2015-01-01 | 42.900839395317796 |
| 2015-02-01 | 42.951087718857700 |
| 2015-03-01 | 43.220878250375390 |
| 2015-04-01 | 43.321643071848400 |
| 2015-05-01 | 43.267186334620000 |
| 2015-06-01 | 43.373969157075000 |
| 2015-07-01 | 43.570980621426200 |
| 2015-08-01 | 43.633208038443000 |
| 2015-09-01 | 43.513769572912500 |
| 2015-10-01 | 43.561898004503000 |
| 2015-11-01 | 43.484983581051800 |
| 2015-12-01 | 43.447179800426700 |
| 2016-01-01 | 43.383121777617205 |
| 2016-02-01 | 43.332895173996000 |
| 2016-03-01 | 43.210851275960600 |
| 2016-04-01 | 43.293789143035795 |
| 2016-05-01 | 43.357176071837394 |
| 2016-06-01 | 43.080514332358895 |
| 2016-07-01 | 43.273392622719705 |
| 2016-08-01 | 43.237611532081500 |
| 2016-09-01 | 43.346754345710200 |
| 2016-10-01 | 43.178043736883900 |
| 2016-11-01 | 43.181665653177500 |
| 2016-12-01 | 43.183898986286900 |
| 2017-01-01 | 43.152592076220294 |
| 2017-02-01 | 43.316202136709800 |
| 2017-03-01 | 43.282563962759800 |
| 2017-04-01 | 43.467377724274300 |
| 2017-05-01 | 43.548542198507210 |
| 2017-06-01 | 43.593720030795100 |
| 2017-07-01 | 43.480802062741205 |
| 2017-08-01 | 43.562836770392710 |
| 2017-09-01 | 43.885208925257800 |
| 2017-10-01 | 43.487082688759500 |
| 2017-11-01 | 43.476407506419605 |
| 2017-12-01 | 43.616817050374095 |
| 2018-01-01 | 43.610112998998600 |
| 2018-02-01 | 43.682222813825100 |
| 2018-03-01 | 43.934379061375000 |
| 2018-04-01 | 44.057323365558396 |
| 2018-05-01 | 44.162418712745400 |
| 2018-06-01 | 44.312913128486606 |
| 2018-07-01 | 44.288954104657200 |
| 2018-08-01 | 44.404151533727400 |
| 2018-09-01 | 44.315408637611796 |
| 2018-10-01 | 44.497718515233710 |
| 2018-11-01 | 44.571819744287300 |
| 2018-12-01 | 44.418095031965600 |
| 2019-01-01 | 44.556378275484800 |
| 2019-02-01 | 44.652660882606300 |
| 2019-03-01 | 44.587993958147500 |
| 2019-04-01 | 44.457615177682200 |
| 2019-05-01 | 44.391869713938796 |
| 2019-06-01 | 44.347651526253300 |
| 2019-07-01 | 44.292051247239000 |
| 2019-08-01 | 44.250901978955405 |
| 2019-09-01 | 44.337870273366500 |
| 2019-10-01 | 44.186020890321890 |
| 2019-11-01 | 44.268651701652100 |
| 2019-12-01 | 44.112151918635900 |
| 2020-01-01 | 44.004056878453206 |
| 2020-02-01 | 43.723498392855795 |
| 2020-03-01 | 43.341846927343205 |
| 2020-04-01 | 40.069753982594600 |
| 2020-05-01 | 40.130255142476600 |
| 2020-06-01 | 39.495138219522000 |
| 2020-07-01 | 39.796517821213900 |
| 2020-08-01 | 39.793203343119394 |
| 2020-09-01 | 39.733624267450900 |
| 2020-10-01 | 40.065804334588300 |
| 2020-11-01 | 39.966578842243800 |
| 2020-12-01 | 40.077948534235000 |
| 2021-01-01 | 40.475901653570600 |
| 2021-02-01 | 40.523172508903500 |
| 2021-03-01 | 40.616623293405900 |
| 2021-04-01 | 40.680995830046200 |
| 2021-05-01 | 40.842712691713000 |
| 2021-06-01 | 41.250284199727000 |
| 2021-07-01 | 41.603331721559100 |
| 2021-08-01 | 41.724966072424600 |
| 2021-09-01 | 41.913899498459600 |
| 2021-10-01 | 42.122392960952100 |
| 2021-11-01 | 42.572814887301604 |
| 2021-12-01 | 42.950548014556700 |
| 2022-01-01 | 43.172498953965500 |
| 2022-02-01 | 43.528807783277905 |
| 2022-03-01 | 43.909667883584500 |
| 2022-04-01 | 44.395372172056206 |
| 2022-05-01 | 44.641313165153400 |
| 2022-06-01 | 44.883304762263500 |
| 2022-07-01 | 45.318843038395800 |
| 2022-08-01 | 45.541818954748400 |
| 2022-09-01 | 45.886920266267100 |
| 2022-10-01 | 45.886202536961700 |
| 2022-11-01 | 45.971834438561710 |
| 2022-12-01 | 46.015956647447700 |
| 2023-01-01 | 46.493413212527900 |
| 2023-02-01 | 46.755899509827900 |
| 2023-03-01 | 46.914635161875600 |
| 2023-04-01 | 46.897523898986300 |
| 2023-05-01 | 47.023931742423200 |
| 2023-06-01 | 47.404457485159504 |
| 2023-07-01 | 47.136996214671200 |
| 2023-08-01 | 47.348242372542400 |
| 2023-09-01 | 47.566595763587294 |
| 2023-10-01 | 48.048718769742610 |
| 2023-11-01 | 47.869321954776105 |
| 2023-12-01 | 47.105243391068704 |
| 2024-01-01 | 46.914691835215905 |
| 2024-02-01 | 46.870384693035710 |
| 2024-03-01 | 47.020583578007496 |
| 2024-04-01 | 47.103014035922300 |
| 2024-05-01 | 47.308609385076600 |
| 2024-06-01 | 47.208543851214600 |
| 2024-07-01 | 47.259482540824390 |
| 2024-08-01 | 47.251844374258006 |
| 2024-09-01 | 47.251961043596790 |
| 2024-10-01 | 47.429104063807200 |
| 2024-11-01 | 47.357178225393895 |
