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 2024-10-01 |
| 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 | 43.895848538344710 |
| 1990-02-01 | 43.820524940259500 |
| 1990-03-01 | 44.045866499941000 |
| 1990-04-01 | 43.028177287802400 |
| 1990-05-01 | 43.177545877394200 |
| 1990-06-01 | 43.424287459072000 |
| 1990-07-01 | 42.722713848405796 |
| 1990-08-01 | 43.611835387310100 |
| 1990-09-01 | 42.587105535314900 |
| 1990-10-01 | 42.494324469272705 |
| 1990-11-01 | 42.424783181319500 |
| 1990-12-01 | 42.278378254466700 |
| 1991-01-01 | 43.401762500333700 |
| 1991-02-01 | 43.010899401801600 |
| 1991-03-01 | 42.816609915025500 |
| 1991-04-01 | 42.727429518609900 |
| 1991-05-01 | 42.380496659337300 |
| 1991-06-01 | 42.217092847811610 |
| 1991-07-01 | 41.945800148557600 |
| 1991-08-01 | 41.621364400927206 |
| 1991-09-01 | 41.094813759141104 |
| 1991-10-01 | 40.601986143565200 |
| 1991-11-01 | 40.421145714527200 |
| 1991-12-01 | 40.485917559054500 |
| 1992-01-01 | 39.607036896631500 |
| 1992-02-01 | 39.297618931677604 |
| 1992-03-01 | 38.874250252576790 |
| 1992-04-01 | 38.814939689236800 |
| 1992-05-01 | 38.872736263034795 |
| 1992-06-01 | 38.513094707808300 |
| 1992-07-01 | 38.582500650253294 |
| 1992-08-01 | 38.137625566820600 |
| 1992-09-01 | 38.309725594383800 |
| 1992-10-01 | 38.513862276270600 |
| 1992-11-01 | 37.823040010518600 |
| 1992-12-01 | 37.491739263514106 |
| 1993-01-01 | 37.924502236732100 |
| 1993-02-01 | 37.867084953471206 |
| 1993-03-01 | 37.722251741593900 |
| 1993-04-01 | 37.289682132682900 |
| 1993-05-01 | 37.053815994743600 |
| 1993-06-01 | 37.006302360109200 |
| 1993-07-01 | 36.935630609817500 |
| 1993-08-01 | 36.984177353880604 |
| 1993-09-01 | 36.627641277473600 |
| 1993-10-01 | 37.022381952122600 |
| 1993-11-01 | 36.720060844912710 |
| 1993-12-01 | 36.488318252677004 |
| 1994-01-01 | 34.934902986911695 |
| 1994-02-01 | 34.835657793306200 |
| 1994-03-01 | 34.860843060282505 |
| 1994-04-01 | 34.656477734255000 |
| 1994-05-01 | 34.550813093379600 |
| 1994-06-01 | 34.503469261088200 |
| 1994-07-01 | 34.192334103667700 |
| 1994-08-01 | 34.128949243810000 |
| 1994-09-01 | 34.174938170571800 |
| 1994-10-01 | 33.815443367685700 |
| 1994-11-01 | 33.898358107418105 |
| 1994-12-01 | 33.682806912299900 |
| 1995-01-01 | 33.438728370814500 |
| 1995-02-01 | 33.206479617436500 |
| 1995-03-01 | 33.117990630721500 |
| 1995-04-01 | 33.112816900644600 |
| 1995-05-01 | 33.052100590570400 |
| 1995-06-01 | 32.803211425629500 |
| 1995-07-01 | 32.345139113932100 |
| 1995-08-01 | 32.585041162396195 |
| 1995-09-01 | 32.329035551190300 |
| 1995-10-01 | 31.801015644139000 |
| 1995-11-01 | 31.761851660596300 |
| 1995-12-01 | 31.871914692513600 |
| 1996-01-01 | 31.709829671424604 |
| 1996-02-01 | 31.900337059699602 |
| 1996-03-01 | 31.707723565376500 |
| 1996-04-01 | 31.570068320857100 |
| 1996-05-01 | 31.356988845124100 |
| 1996-06-01 | 31.213198095598504 |
| 1996-07-01 | 30.873970740013900 |
| 1996-08-01 | 30.522156620207700 |
| 1996-09-01 | 30.497117845678300 |
| 1996-10-01 | 30.369632897714800 |
| 1996-11-01 | 30.234107137524198 |
| 1996-12-01 | 30.169556037586700 |
| 1997-01-01 | 29.464526938322702 |
| 1997-02-01 | 29.492851182477697 |
| 1997-03-01 | 29.424476074574102 |
| 1997-04-01 | 29.143785071644803 |
| 1997-05-01 | 29.053378589345400 |
| 1997-06-01 | 29.134078005122102 |
| 1997-07-01 | 30.477818891048003 |
| 1997-08-01 | 29.361020537107603 |
| 1997-09-01 | 29.453939414575100 |
| 1997-10-01 | 29.623578629503797 |
| 1997-11-01 | 29.818564380155600 |
| 1997-12-01 | 29.767472636871200 |
| 1998-01-01 | 29.806075917771000 |
| 1998-02-01 | 29.798149451133998 |
| 1998-03-01 | 29.743187481316900 |
| 1998-04-01 | 29.941072584366500 |
| 1998-05-01 | 29.862653033023000 |
| 1998-06-01 | 29.867133875876800 |
| 1998-07-01 | 30.659660534488502 |
| 1998-08-01 | 29.968653972229600 |
| 1998-09-01 | 29.903693268914104 |
| 1998-10-01 | 29.959268145383202 |
| 1998-11-01 | 30.025276923088303 |
| 1998-12-01 | 29.973980006595003 |
| 1999-01-01 | 30.157760968608198 |
| 1999-02-01 | 29.900734737402200 |
| 1999-03-01 | 28.866863829359303 |
| 1999-04-01 | 28.854932322636000 |
| 1999-05-01 | 28.771006606273797 |
| 1999-06-01 | 28.687425556334000 |
| 1999-07-01 | 27.940696088100500 |
| 1999-08-01 | 27.663415711616400 |
| 1999-09-01 | 27.732027174425102 |
| 1999-10-01 | 27.606808866160197 |
| 1999-11-01 | 26.939879179187198 |
| 1999-12-01 | 27.278182777835802 |
| 2000-01-01 | 27.417796695779100 |
| 2000-02-01 | 27.517490017472600 |
| 2000-03-01 | 28.090990283422000 |
| 2000-04-01 | 27.672695084567200 |
| 2000-05-01 | 27.874045367647400 |
| 2000-06-01 | 27.903157260500997 |
| 2000-07-01 | 28.117280132101600 |
| 2000-08-01 | 28.237136100161400 |
| 2000-09-01 | 28.135835078517900 |
| 2000-10-01 | 28.570401800881200 |
| 2000-11-01 | 29.169923159678802 |
| 2000-12-01 | 28.893817811374700 |
| 2001-01-01 | 28.804067904635700 |
| 2001-02-01 | 28.827508871081100 |
| 2001-03-01 | 28.914772347025300 |
| 2001-04-01 | 28.986289653018304 |
| 2001-05-01 | 28.969856251080800 |
| 2001-06-01 | 29.093935228203698 |
| 2001-07-01 | 29.502224892241898 |
| 2001-08-01 | 29.714440211666602 |
| 2001-09-01 | 29.826753407557103 |
| 2001-10-01 | 30.056371502722600 |
| 2001-11-01 | 29.985423585392500 |
| 2001-12-01 | 30.297998256013898 |
| 2002-01-01 | 30.722784854943104 |
| 2002-02-01 | 30.750934301709900 |
| 2002-03-01 | 30.627614912034800 |
| 2002-04-01 | 30.988675045217000 |
| 2002-05-01 | 31.365148058773897 |
| 2002-06-01 | 31.781922765983000 |
| 2002-07-01 | 31.880008155144600 |
| 2002-08-01 | 32.197176267007606 |
| 2002-09-01 | 32.498484878608000 |
| 2002-10-01 | 33.056319995360200 |
| 2002-11-01 | 33.487840922825000 |
| 2002-12-01 | 33.914899312327000 |
| 2003-01-01 | 34.469904581267800 |
| 2003-02-01 | 34.673472452292700 |
| 2003-03-01 | 35.044282638515200 |
| 2003-04-01 | 35.277355406326500 |
| 2003-05-01 | 35.447878560271200 |
| 2003-06-01 | 35.546747682227200 |
| 2003-07-01 | 36.074812570768600 |
| 2003-08-01 | 36.091693438622706 |
| 2003-09-01 | 36.171537324701900 |
| 2003-10-01 | 36.164751994342700 |
| 2003-11-01 | 36.374668928012000 |
| 2003-12-01 | 36.425782274550200 |
| 2004-01-01 | 36.830151928193600 |
| 2004-02-01 | 37.003651706142800 |
| 2004-03-01 | 37.247488294427800 |
| 2004-04-01 | 37.761468165039396 |
| 2004-05-01 | 38.129325649077000 |
| 2004-06-01 | 38.614063548062300 |
| 2004-07-01 | 38.872458710406000 |
| 2004-08-01 | 39.296431564125290 |
| 2004-09-01 | 39.637082133371700 |
| 2004-10-01 | 40.068648653969100 |
| 2004-11-01 | 40.456449832231996 |
| 2004-12-01 | 40.951603127750104 |
| 2005-01-01 | 40.990394661569900 |
| 2005-02-01 | 41.326006315261600 |
| 2005-03-01 | 41.545906922298900 |
| 2005-04-01 | 41.641367681288706 |
| 2005-05-01 | 41.814363519351396 |
| 2005-06-01 | 41.788692910136900 |
| 2005-07-01 | 41.985446317060200 |
| 2005-08-01 | 41.794629937438394 |
| 2005-09-01 | 42.018275377178504 |
| 2005-10-01 | 41.862184635660704 |
| 2005-11-01 | 41.940509965308790 |
| 2005-12-01 | 41.855413992330300 |
| 2006-01-01 | 41.744968080899100 |
| 2006-02-01 | 42.142080951993300 |
| 2006-03-01 | 42.123116261996294 |
| 2006-04-01 | 42.631583975073205 |
| 2006-05-01 | 42.818174772374100 |
| 2006-06-01 | 42.993128835949400 |
| 2006-07-01 | 42.995983083746300 |
| 2006-08-01 | 43.191243097441700 |
| 2006-09-01 | 43.302644343563000 |
| 2006-10-01 | 43.442053730958300 |
| 2006-11-01 | 43.525694450317400 |
| 2006-12-01 | 43.960189279159200 |
| 2007-01-01 | 43.481362654307900 |
| 2007-02-01 | 43.447177593817390 |
| 2007-03-01 | 43.401323275377600 |
| 2007-04-01 | 43.229673319881705 |
| 2007-05-01 | 43.226263603975404 |
| 2007-06-01 | 43.409894365983300 |
| 2007-07-01 | 43.216980376612300 |
| 2007-08-01 | 43.175566874876004 |
| 2007-09-01 | 43.304804818528900 |
| 2007-10-01 | 43.420332318444300 |
| 2007-11-01 | 43.719777178108100 |
| 2007-12-01 | 43.549019698988200 |
| 2008-01-01 | 43.788711628497495 |
| 2008-02-01 | 43.948995106421300 |
| 2008-03-01 | 44.079343016172500 |
| 2008-04-01 | 44.338607605100400 |
| 2008-05-01 | 44.334860095866205 |
| 2008-06-01 | 44.340893170873606 |
| 2008-07-01 | 44.535668880715600 |
| 2008-08-01 | 44.657854209028210 |
| 2008-09-01 | 44.407785453494300 |
| 2008-10-01 | 44.305245488222400 |
| 2008-11-01 | 44.011219566530290 |
| 2008-12-01 | 43.839856754538790 |
| 2009-01-01 | 43.679525868165900 |
| 2009-02-01 | 43.453674275066010 |
| 2009-03-01 | 43.277611614922800 |
| 2009-04-01 | 42.741084599664300 |
| 2009-05-01 | 42.636522724366500 |
| 2009-06-01 | 42.470687972481100 |
| 2009-07-01 | 42.252895757134795 |
| 2009-08-01 | 42.134958036181104 |
| 2009-09-01 | 42.112087614817000 |
| 2009-10-01 | 42.104602716890100 |
| 2009-11-01 | 42.112456494106205 |
| 2009-12-01 | 42.009375877861000 |
| 2010-01-01 | 41.873679593044100 |
| 2010-02-01 | 41.747808970282200 |
| 2010-03-01 | 41.979627593710800 |
| 2010-04-01 | 41.958862523028800 |
| 2010-05-01 | 42.035806940204296 |
| 2010-06-01 | 41.985666755132605 |
| 2010-07-01 | 42.167203081686200 |
| 2010-08-01 | 42.334937616936200 |
| 2010-09-01 | 42.200687762136000 |
| 2010-10-01 | 42.216727226144100 |
| 2010-11-01 | 42.305648292689000 |
| 2010-12-01 | 42.472401889517705 |
| 2011-01-01 | 42.667510833326300 |
| 2011-02-01 | 42.632445489226896 |
| 2011-03-01 | 42.602726268913600 |
| 2011-04-01 | 42.684192361036104 |
| 2011-05-01 | 42.738051034328300 |
| 2011-06-01 | 42.483833187945100 |
| 2011-07-01 | 42.378860251841296 |
| 2011-08-01 | 42.341269378684004 |
| 2011-09-01 | 42.091174943205600 |
| 2011-10-01 | 42.030885457268700 |
| 2011-11-01 | 41.799645477861300 |
| 2011-12-01 | 41.531653262299400 |
| 2012-01-01 | 41.050088250792300 |
| 2012-02-01 | 41.110660005495600 |
| 2012-03-01 | 41.132405042734106 |
| 2012-04-01 | 41.113617032971400 |
| 2012-05-01 | 41.054293329817796 |
| 2012-06-01 | 41.373937594755100 |
| 2012-07-01 | 40.986421100930400 |
| 2012-08-01 | 40.947438277643200 |
| 2012-09-01 | 40.988694203730205 |
| 2012-10-01 | 40.835537759327295 |
| 2012-11-01 | 40.788018375981395 |
| 2012-12-01 | 40.805326606573500 |
| 2013-01-01 | 40.627916122315895 |
| 2013-02-01 | 40.790812436258100 |
| 2013-03-01 | 40.873653276505706 |
| 2013-04-01 | 40.531417868372200 |
| 2013-05-01 | 40.469081297014206 |
| 2013-06-01 | 40.373263507305600 |
| 2013-07-01 | 40.181303342879100 |
| 2013-08-01 | 40.044105215706800 |
| 2013-09-01 | 40.088079091882700 |
| 2013-10-01 | 39.840216547894705 |
| 2013-11-01 | 39.883277671177700 |
| 2013-12-01 | 40.000019607580110 |
| 2014-01-01 | 40.012456077724100 |
| 2014-02-01 | 40.067967249891204 |
| 2014-03-01 | 39.903582105754600 |
| 2014-04-01 | 39.934294944535900 |
| 2014-05-01 | 40.275399710040205 |
| 2014-06-01 | 40.673876187555500 |
| 2014-07-01 | 40.876951919714300 |
| 2014-08-01 | 41.037073602928600 |
| 2014-09-01 | 41.491302549126104 |
| 2014-10-01 | 42.050748890481800 |
| 2014-11-01 | 42.484231857457000 |
| 2014-12-01 | 42.611464105527205 |
| 2015-01-01 | 42.900914295879396 |
| 2015-02-01 | 42.951148801598700 |
| 2015-03-01 | 43.221215830287505 |
| 2015-04-01 | 43.321630509625500 |
| 2015-05-01 | 43.267136055294400 |
| 2015-06-01 | 43.373584628616705 |
| 2015-07-01 | 43.570906997783496 |
| 2015-08-01 | 43.633180774898100 |
| 2015-09-01 | 43.513420426067400 |
| 2015-10-01 | 43.562081347322000 |
| 2015-11-01 | 43.485272636922105 |
| 2015-12-01 | 43.447345476067106 |
| 2016-01-01 | 43.383289728557500 |
| 2016-02-01 | 43.333034801382800 |
| 2016-03-01 | 43.211187469616900 |
| 2016-04-01 | 43.293625377538994 |
| 2016-05-01 | 43.356838451700604 |
| 2016-06-01 | 43.079724174560900 |
| 2016-07-01 | 43.273037422864896 |
| 2016-08-01 | 43.237669596028205 |
| 2016-09-01 | 43.346461771541210 |
| 2016-10-01 | 43.178797315941800 |
| 2016-11-01 | 43.182414056655400 |
| 2016-12-01 | 43.184329203710796 |
| 2017-01-01 | 43.152785313718500 |
| 2017-02-01 | 43.316348476209800 |
| 2017-03-01 | 43.282944658064900 |
| 2017-04-01 | 43.467107461828390 |
| 2017-05-01 | 43.546983821430200 |
| 2017-06-01 | 43.592449592672700 |
| 2017-07-01 | 43.480235799543100 |
| 2017-08-01 | 43.562440267982700 |
| 2017-09-01 | 43.883889387990800 |
| 2017-10-01 | 43.492917929331895 |
| 2017-11-01 | 43.476364989881600 |
| 2017-12-01 | 43.616790893720506 |
| 2018-01-01 | 43.610135120416790 |
| 2018-02-01 | 43.682319898613390 |
| 2018-03-01 | 43.934443610997110 |
| 2018-04-01 | 44.056803341312200 |
| 2018-05-01 | 44.159639901375996 |
| 2018-06-01 | 44.311165986607600 |
| 2018-07-01 | 44.288107033694800 |
| 2018-08-01 | 44.403402280428900 |
| 2018-09-01 | 44.313559774910100 |
| 2018-10-01 | 44.508825139806400 |
| 2018-11-01 | 44.571007584760800 |
| 2018-12-01 | 44.417457829404500 |
| 2019-01-01 | 44.556015576343100 |
| 2019-02-01 | 44.652604809526610 |
| 2019-03-01 | 44.587839160338300 |
| 2019-04-01 | 44.456977774442300 |
| 2019-05-01 | 44.387854974530110 |
| 2019-06-01 | 44.345256970281800 |
| 2019-07-01 | 44.290732355634100 |
| 2019-08-01 | 44.249661772179900 |
| 2019-09-01 | 44.335194672464500 |
| 2019-10-01 | 44.203029324510496 |
| 2019-11-01 | 44.267995228086700 |
| 2019-12-01 | 44.109070171983600 |
| 2020-01-01 | 44.004025533191790 |
| 2020-02-01 | 43.723784651109400 |
| 2020-03-01 | 43.341748441696900 |
| 2020-04-01 | 40.068940775575000 |
| 2020-05-01 | 40.125683613860800 |
| 2020-06-01 | 39.491678486650900 |
| 2020-07-01 | 39.793665385084710 |
| 2020-08-01 | 39.790813480103200 |
| 2020-09-01 | 39.730475879697200 |
| 2020-10-01 | 40.087589211351600 |
| 2020-11-01 | 39.967139623079400 |
| 2020-12-01 | 40.072457085419800 |
| 2021-01-01 | 40.476816005855500 |
| 2021-02-01 | 40.524358160083900 |
| 2021-03-01 | 40.617642880975000 |
| 2021-04-01 | 40.680470157950800 |
| 2021-05-01 | 40.837302055131800 |
| 2021-06-01 | 41.245655826539505 |
| 2021-07-01 | 41.598156723946100 |
| 2021-08-01 | 41.718307980418800 |
| 2021-09-01 | 41.904075843368000 |
| 2021-10-01 | 42.159739674596600 |
| 2021-11-01 | 42.572339046083100 |
| 2021-12-01 | 42.940695361421206 |
| 2022-01-01 | 43.176852099846200 |
| 2022-02-01 | 43.531716546590500 |
| 2022-03-01 | 43.911274514323700 |
| 2022-04-01 | 44.395337125124400 |
| 2022-05-01 | 44.636117383091790 |
| 2022-06-01 | 44.876293398666500 |
| 2022-07-01 | 45.309783877144390 |
| 2022-08-01 | 45.529876066145896 |
| 2022-09-01 | 45.870748652091900 |
| 2022-10-01 | 45.934543806370400 |
| 2022-11-01 | 45.976438876549800 |
| 2022-12-01 | 46.002885165266800 |
| 2023-01-01 | 46.501245355651290 |
| 2023-02-01 | 46.760193766428700 |
| 2023-03-01 | 46.916627906921100 |
| 2023-04-01 | 46.897863387349600 |
| 2023-05-01 | 47.018740478343200 |
| 2023-06-01 | 47.394977591229704 |
| 2023-07-01 | 47.124100957881296 |
| 2023-08-01 | 47.330649809606400 |
| 2023-09-01 | 47.542680790118300 |
| 2023-10-01 | 48.108570247751800 |
| 2023-11-01 | 47.879873960489206 |
| 2023-12-01 | 47.088617127789604 |
| 2024-01-01 | 46.926501829513210 |
| 2024-02-01 | 46.875942266518400 |
| 2024-03-01 | 47.022260886946604 |
| 2024-04-01 | 47.103438205035495 |
| 2024-05-01 | 47.303393819231900 |
| 2024-06-01 | 47.195921222946610 |
| 2024-07-01 | 47.242467694007800 |
| 2024-08-01 | 47.229731968634795 |
| 2024-09-01 | 47.223891583546300 |
| 2024-10-01 | 47.192081341792710 |
