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 2026-09-01 |
| Last Updated | 2026-10-20 10:22 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 | 43.8936856890 |
| 1990-02-01 | 43.8183268064 |
| 1990-03-01 | 44.0438394245 |
| 1990-04-01 | 43.0254846243 |
| 1990-05-01 | 43.1751512097 |
| 1990-06-01 | 43.4219669835 |
| 1990-07-01 | 42.7202942546 |
| 1990-08-01 | 43.6236525660 |
| 1990-09-01 | 42.5922714932 |
| 1990-10-01 | 42.4945100483 |
| 1990-11-01 | 42.4238644384 |
| 1990-12-01 | 42.2784200339 |
| 1991-01-01 | 43.3994231370 |
| 1991-02-01 | 43.0085756477 |
| 1991-03-01 | 42.8146202784 |
| 1991-04-01 | 42.7248425444 |
| 1991-05-01 | 42.3782906502 |
| 1991-06-01 | 42.2150158636 |
| 1991-07-01 | 41.9436763385 |
| 1991-08-01 | 41.6318013044 |
| 1991-09-01 | 41.1016357894 |
| 1991-10-01 | 40.6009062174 |
| 1991-11-01 | 40.4203098919 |
| 1991-12-01 | 40.4860047029 |
| 1992-01-01 | 39.6045569711 |
| 1992-02-01 | 39.2952382988 |
| 1992-03-01 | 38.8724261825 |
| 1992-04-01 | 38.8126460758 |
| 1992-05-01 | 38.8708399888 |
| 1992-06-01 | 38.5113902305 |
| 1992-07-01 | 38.5807421147 |
| 1992-08-01 | 38.1462593850 |
| 1992-09-01 | 38.3181255911 |
| 1992-10-01 | 38.5113500618 |
| 1992-11-01 | 37.8221786309 |
| 1992-12-01 | 37.4918523104 |
| 1993-01-01 | 37.9220199627 |
| 1993-02-01 | 37.8647749470 |
| 1993-03-01 | 37.7207563110 |
| 1993-04-01 | 37.2879185159 |
| 1993-05-01 | 37.0523115533 |
| 1993-06-01 | 37.0048912615 |
| 1993-07-01 | 36.9340582502 |
| 1993-08-01 | 36.9918427363 |
| 1993-09-01 | 36.6353768285 |
| 1993-10-01 | 37.0193604382 |
| 1993-11-01 | 36.7192520645 |
| 1993-12-01 | 36.4883719524 |
| 1994-01-01 | 34.9326204032 |
| 1994-02-01 | 34.8337080875 |
| 1994-03-01 | 34.8596956691 |
| 1994-04-01 | 34.6552630881 |
| 1994-05-01 | 34.5498700912 |
| 1994-06-01 | 34.5025170953 |
| 1994-07-01 | 34.1911958531 |
| 1994-08-01 | 34.1339685955 |
| 1994-09-01 | 34.1831671925 |
| 1994-10-01 | 33.8109374071 |
| 1994-11-01 | 33.8979747922 |
| 1994-12-01 | 33.6830348425 |
| 1995-01-01 | 33.4368296803 |
| 1995-02-01 | 33.2049307175 |
| 1995-03-01 | 33.1172770841 |
| 1995-04-01 | 33.1122479906 |
| 1995-05-01 | 33.0516527946 |
| 1995-06-01 | 32.8028386896 |
| 1995-07-01 | 32.3441320947 |
| 1995-08-01 | 32.5880689397 |
| 1995-09-01 | 32.3348031372 |
| 1995-10-01 | 31.7979477492 |
| 1995-11-01 | 31.7615278712 |
| 1995-12-01 | 31.8718712113 |
| 1996-01-01 | 31.7085551345 |
| 1996-02-01 | 31.8990961971 |
| 1996-03-01 | 31.7075596975 |
| 1996-04-01 | 31.5700434689 |
| 1996-05-01 | 31.3569776030 |
| 1996-06-01 | 31.2134958079 |
| 1996-07-01 | 30.8729922272 |
| 1996-08-01 | 30.5231060883 |
| 1996-09-01 | 30.5003203152 |
| 1996-10-01 | 30.3686464535 |
| 1996-11-01 | 30.2336657744 |
| 1996-12-01 | 30.1691930369 |
| 1997-01-01 | 29.4638543253 |
| 1997-02-01 | 29.4917939919 |
| 1997-03-01 | 29.4248571029 |
| 1997-04-01 | 29.1441789097 |
| 1997-05-01 | 29.0536641657 |
| 1997-06-01 | 29.1346961003 |
| 1997-07-01 | 30.4763032213 |
| 1997-08-01 | 29.3620586468 |
| 1997-09-01 | 29.4540944920 |
| 1997-10-01 | 29.6244157812 |
| 1997-11-01 | 29.8179630230 |
| 1997-12-01 | 29.7668771503 |
| 1998-01-01 | 29.8058226648 |
| 1998-02-01 | 29.7971741755 |
| 1998-03-01 | 29.7439814985 |
| 1998-04-01 | 29.9416676146 |
| 1998-05-01 | 29.8631575681 |
| 1998-06-01 | 29.8678492244 |
| 1998-07-01 | 30.6578851929 |
| 1998-08-01 | 29.9694173043 |
| 1998-09-01 | 29.9038279627 |
| 1998-10-01 | 29.9591502415 |
| 1998-11-01 | 30.0249943762 |
| 1998-12-01 | 29.9735802753 |
| 1999-01-01 | 30.1576179186 |
| 1999-02-01 | 29.8997985337 |
| 1999-03-01 | 28.8679695363 |
| 1999-04-01 | 28.8555527636 |
| 1999-05-01 | 28.7715265251 |
| 1999-06-01 | 28.6881819877 |
| 1999-07-01 | 27.9389359091 |
| 1999-08-01 | 27.6639468304 |
| 1999-09-01 | 27.7320609761 |
| 1999-10-01 | 27.6066304028 |
| 1999-11-01 | 26.9395957881 |
| 1999-12-01 | 27.2777924050 |
| 2000-01-01 | 27.4177246441 |
| 2000-02-01 | 27.5165811097 |
| 2000-03-01 | 28.0922488984 |
| 2000-04-01 | 27.6732409957 |
| 2000-05-01 | 27.8744487682 |
| 2000-06-01 | 27.9037851120 |
| 2000-07-01 | 28.1159759688 |
| 2000-08-01 | 28.2374019025 |
| 2000-09-01 | 28.1357967820 |
| 2000-10-01 | 28.5702197302 |
| 2000-11-01 | 29.1697017601 |
| 2000-12-01 | 28.8934813393 |
| 2001-01-01 | 28.8039792333 |
| 2001-02-01 | 28.8268648972 |
| 2001-03-01 | 28.9159282743 |
| 2001-04-01 | 28.9866340987 |
| 2001-05-01 | 28.9701009734 |
| 2001-06-01 | 29.0943019841 |
| 2001-07-01 | 29.5014835702 |
| 2001-08-01 | 29.7145272879 |
| 2001-09-01 | 29.8266761173 |
| 2001-10-01 | 30.0562243041 |
| 2001-11-01 | 29.9852778607 |
| 2001-12-01 | 30.2977873359 |
| 2002-01-01 | 30.7226893546 |
| 2002-02-01 | 30.7505683823 |
| 2002-03-01 | 30.6284722311 |
| 2002-04-01 | 30.9888440142 |
| 2002-05-01 | 31.3652335620 |
| 2002-06-01 | 31.7820156734 |
| 2002-07-01 | 31.8798745081 |
| 2002-08-01 | 32.1970994395 |
| 2002-09-01 | 32.4983700577 |
| 2002-10-01 | 33.0562159497 |
| 2002-11-01 | 33.4877634850 |
| 2002-12-01 | 33.9147893639 |
| 2003-01-01 | 34.4697935731 |
| 2003-02-01 | 34.6733819442 |
| 2003-03-01 | 35.0448424457 |
| 2003-04-01 | 35.2773651956 |
| 2003-05-01 | 35.4478974841 |
| 2003-06-01 | 35.5467331683 |
| 2003-07-01 | 36.0748497072 |
| 2003-08-01 | 36.0915978247 |
| 2003-09-01 | 36.1714665467 |
| 2003-10-01 | 36.1646961325 |
| 2003-11-01 | 36.3746327446 |
| 2003-12-01 | 36.4257237830 |
| 2004-01-01 | 36.8301128150 |
| 2004-02-01 | 37.0035993514 |
| 2004-03-01 | 37.2478217604 |
| 2004-04-01 | 37.7614352636 |
| 2004-05-01 | 38.1292995198 |
| 2004-06-01 | 38.6141122834 |
| 2004-07-01 | 38.8724980163 |
| 2004-08-01 | 39.2963452868 |
| 2004-09-01 | 39.6370029915 |
| 2004-10-01 | 40.0685951178 |
| 2004-11-01 | 40.4564310049 |
| 2004-12-01 | 40.9515922467 |
| 2005-01-01 | 40.9904416555 |
| 2005-02-01 | 41.3260147851 |
| 2005-03-01 | 41.5460960300 |
| 2005-04-01 | 41.6412981633 |
| 2005-05-01 | 41.8142930062 |
| 2005-06-01 | 41.7888805719 |
| 2005-07-01 | 41.9854685694 |
| 2005-08-01 | 41.7943611582 |
| 2005-09-01 | 42.0181677284 |
| 2005-10-01 | 41.8620994809 |
| 2005-11-01 | 41.9405064100 |
| 2005-12-01 | 41.8554669305 |
| 2006-01-01 | 41.7452017985 |
| 2006-02-01 | 42.1423534011 |
| 2006-03-01 | 42.1233957065 |
| 2006-04-01 | 42.6309371545 |
| 2006-05-01 | 42.8181970999 |
| 2006-06-01 | 42.9934876191 |
| 2006-07-01 | 42.9959691199 |
| 2006-08-01 | 43.1907263643 |
| 2006-09-01 | 43.3024411703 |
| 2006-10-01 | 43.4419264332 |
| 2006-11-01 | 43.5256911962 |
| 2006-12-01 | 43.9601993342 |
| 2007-01-01 | 43.4815030504 |
| 2007-02-01 | 43.4488516236 |
| 2007-03-01 | 43.4015190918 |
| 2007-04-01 | 43.2281732088 |
| 2007-05-01 | 43.2262402547 |
| 2007-06-01 | 43.4104106581 |
| 2007-07-01 | 43.2170006295 |
| 2007-08-01 | 43.1743270292 |
| 2007-09-01 | 43.3047021590 |
| 2007-10-01 | 43.4202379651 |
| 2007-11-01 | 43.7197994159 |
| 2007-12-01 | 43.5490465833 |
| 2008-01-01 | 43.7888167549 |
| 2008-02-01 | 43.9521628552 |
| 2008-03-01 | 44.0796277017 |
| 2008-04-01 | 44.3365665190 |
| 2008-05-01 | 44.3337843626 |
| 2008-06-01 | 44.3417173501 |
| 2008-07-01 | 44.5358106299 |
| 2008-08-01 | 44.6560241356 |
| 2008-09-01 | 44.4077631751 |
| 2008-10-01 | 44.3052492562 |
| 2008-11-01 | 44.0113082914 |
| 2008-12-01 | 43.8399603665 |
| 2009-01-01 | 43.6796651328 |
| 2009-02-01 | 43.4582214697 |
| 2009-03-01 | 43.2776983112 |
| 2009-04-01 | 42.7388657430 |
| 2009-05-01 | 42.6340195821 |
| 2009-06-01 | 42.4716072065 |
| 2009-07-01 | 42.2531694842 |
| 2009-08-01 | 42.1327318737 |
| 2009-09-01 | 42.1123814974 |
| 2009-10-01 | 42.1049337093 |
| 2009-11-01 | 42.1129520066 |
| 2009-12-01 | 42.0100996345 |
| 2010-01-01 | 41.8740722578 |
| 2010-02-01 | 41.7524670854 |
| 2010-03-01 | 41.9795189840 |
| 2010-04-01 | 41.9558422226 |
| 2010-05-01 | 42.0312440119 |
| 2010-06-01 | 41.9862343429 |
| 2010-07-01 | 42.1677589263 |
| 2010-08-01 | 42.3334679289 |
| 2010-09-01 | 42.2016960972 |
| 2010-10-01 | 42.2181234366 |
| 2010-11-01 | 42.3072620592 |
| 2010-12-01 | 42.4738507069 |
| 2011-01-01 | 42.6677213316 |
| 2011-02-01 | 42.6381115682 |
| 2011-03-01 | 42.6016844661 |
| 2011-04-01 | 42.6758646206 |
| 2011-05-01 | 42.7325199914 |
| 2011-06-01 | 42.4839015620 |
| 2011-07-01 | 42.3795379808 |
| 2011-08-01 | 42.3423199355 |
| 2011-09-01 | 42.0939473664 |
| 2011-10-01 | 42.0346911482 |
| 2011-11-01 | 41.8020426648 |
| 2011-12-01 | 41.5349311398 |
| 2012-01-01 | 41.0506109524 |
| 2012-02-01 | 41.1157994038 |
| 2012-03-01 | 41.1294744364 |
| 2012-04-01 | 41.0968813098 |
| 2012-05-01 | 41.0472977840 |
| 2012-06-01 | 41.3739531121 |
| 2012-07-01 | 40.9882035125 |
| 2012-08-01 | 40.9525655956 |
| 2012-09-01 | 40.9938179357 |
| 2012-10-01 | 40.8425156491 |
| 2012-11-01 | 40.7919254546 |
| 2012-12-01 | 40.8111122066 |
| 2013-01-01 | 40.6239748666 |
| 2013-02-01 | 40.7980764098 |
| 2013-03-01 | 40.8673734299 |
| 2013-04-01 | 40.5028398609 |
| 2013-05-01 | 40.4653301902 |
| 2013-06-01 | 40.3757884452 |
| 2013-07-01 | 40.1825169964 |
| 2013-08-01 | 40.0527560201 |
| 2013-09-01 | 40.0957176881 |
| 2013-10-01 | 39.8499237606 |
| 2013-11-01 | 39.8881051380 |
| 2013-12-01 | 40.0084868854 |
| 2014-01-01 | 40.0007580334 |
| 2014-02-01 | 40.0767218927 |
| 2014-03-01 | 39.8945654226 |
| 2014-04-01 | 39.8986028043 |
| 2014-05-01 | 40.2764038281 |
| 2014-06-01 | 40.6811808708 |
| 2014-07-01 | 40.8737602349 |
| 2014-08-01 | 41.0506375807 |
| 2014-09-01 | 41.5006675456 |
| 2014-10-01 | 42.0597708912 |
| 2014-11-01 | 42.4893911031 |
| 2014-12-01 | 42.6206149427 |
| 2015-01-01 | 42.8794597865 |
| 2015-02-01 | 42.9611950553 |
| 2015-03-01 | 43.2160978624 |
| 2015-04-01 | 43.2814991528 |
| 2015-05-01 | 43.1723961168 |
| 2015-06-01 | 43.1907195136 |
| 2015-07-01 | 43.2610587279 |
| 2015-08-01 | 43.2487007179 |
| 2015-09-01 | 43.0180617122 |
| 2015-10-01 | 42.9745311992 |
| 2015-11-01 | 42.7877852937 |
| 2015-12-01 | 42.6544178741 |
| 2016-01-01 | 42.5566862378 |
| 2016-02-01 | 42.3408475905 |
| 2016-03-01 | 42.1123308097 |
| 2016-04-01 | 42.1585888569 |
| 2016-05-01 | 42.0627323342 |
| 2016-06-01 | 41.8043644849 |
| 2016-07-01 | 41.8578245351 |
| 2016-08-01 | 41.7533173691 |
| 2016-09-01 | 41.7447573827 |
| 2016-10-01 | 41.4931376351 |
| 2016-11-01 | 41.3827245740 |
| 2016-12-01 | 41.2875587511 |
| 2017-01-01 | 41.1230142430 |
| 2017-02-01 | 41.2204441879 |
| 2017-03-01 | 41.0957362658 |
| 2017-04-01 | 41.1398426197 |
| 2017-05-01 | 41.1505364920 |
| 2017-06-01 | 41.1225878230 |
| 2017-07-01 | 40.9626530723 |
| 2017-08-01 | 40.8728325268 |
| 2017-09-01 | 41.0727810580 |
| 2017-10-01 | 40.7159907413 |
| 2017-11-01 | 40.5731504627 |
| 2017-12-01 | 40.6165245207 |
| 2018-01-01 | 40.4813569816 |
| 2018-02-01 | 40.4782925009 |
| 2018-03-01 | 40.5572485284 |
| 2018-04-01 | 40.6429277040 |
| 2018-05-01 | 40.6591799275 |
| 2018-06-01 | 40.6382737372 |
| 2018-07-01 | 40.5706072510 |
| 2018-08-01 | 40.6050149076 |
| 2018-09-01 | 40.3026777018 |
| 2018-10-01 | 40.4353923636 |
| 2018-11-01 | 40.4665178999 |
| 2018-12-01 | 40.2205105058 |
| 2019-01-01 | 40.2290769115 |
| 2019-02-01 | 40.2371167070 |
| 2019-03-01 | 40.1229955314 |
| 2019-04-01 | 39.8480561920 |
| 2019-05-01 | 39.6855142167 |
| 2019-06-01 | 39.5633002007 |
| 2019-07-01 | 39.3725786010 |
| 2019-08-01 | 39.2376521274 |
| 2019-09-01 | 39.2312598623 |
| 2019-10-01 | 39.0378085408 |
| 2019-11-01 | 38.9637637827 |
| 2019-12-01 | 38.7307003549 |
| 2020-01-01 | 38.4764053086 |
| 2020-02-01 | 38.0911145332 |
| 2020-03-01 | 37.6806594271 |
| 2020-04-01 | 34.3606351456 |
| 2020-05-01 | 34.2292192939 |
| 2020-06-01 | 33.5870537962 |
| 2020-07-01 | 33.7741075341 |
| 2020-08-01 | 33.6625007507 |
| 2020-09-01 | 33.5340847100 |
| 2020-10-01 | 33.8372664825 |
| 2020-11-01 | 33.5821287196 |
| 2020-12-01 | 33.6270851279 |
| 2021-01-01 | 33.8385929617 |
| 2021-02-01 | 33.8632884745 |
| 2021-03-01 | 33.8510801821 |
| 2021-04-01 | 33.7653562555 |
| 2021-05-01 | 33.8648790574 |
| 2021-06-01 | 34.1048250067 |
| 2021-07-01 | 34.3755855298 |
| 2021-08-01 | 34.4729942947 |
| 2021-09-01 | 34.5062999110 |
| 2021-10-01 | 34.8396601290 |
| 2021-11-01 | 35.1181850742 |
| 2021-12-01 | 35.3362024049 |
| 2022-01-01 | 35.4212759212 |
| 2022-02-01 | 35.6427030504 |
| 2022-03-01 | 35.9252100200 |
| 2022-04-01 | 36.3737926213 |
| 2022-05-01 | 36.4871657537 |
| 2022-06-01 | 36.5976896805 |
| 2022-07-01 | 36.9835042718 |
| 2022-08-01 | 37.0762213311 |
| 2022-09-01 | 37.2586803079 |
| 2022-10-01 | 37.4456297388 |
| 2022-11-01 | 37.3608611730 |
| 2022-12-01 | 37.3400404730 |
| 2023-01-01 | 37.5307674046 |
| 2023-02-01 | 37.6474819256 |
| 2023-03-01 | 37.8124907394 |
| 2023-04-01 | 37.4685591734 |
| 2023-05-01 | 37.5870537193 |
| 2023-06-01 | 37.7869272002 |
| 2023-07-01 | 37.4871685169 |
| 2023-08-01 | 37.5678333123 |
| 2023-09-01 | 37.7129113530 |
| 2023-10-01 | 37.5514782334 |
| 2023-11-01 | 37.5898520878 |
| 2023-12-01 | 37.8633664098 |
| 2024-01-01 | 37.8513856554 |
| 2024-02-01 | 37.9553359815 |
| 2024-03-01 | 38.0055264197 |
| 2024-04-01 | 37.9682433970 |
| 2024-05-01 | 37.9711978008 |
| 2024-06-01 | 38.1688680990 |
| 2024-07-01 | 38.0953585011 |
| 2024-08-01 | 38.1581182919 |
| 2024-09-01 | 38.1736314534 |
| 2024-10-01 | 38.0634934420 |
| 2024-11-01 | 38.1064281994 |
| 2024-12-01 | 38.0734828085 |
| 2025-01-01 | 38.0731516995 |
| 2025-02-01 | 37.9715608990 |
| 2025-03-01 | 38.0097141203 |
| 2025-04-01 | 37.9658171486 |
| 2025-05-01 | 37.9511557073 |
| 2025-06-01 | 37.8567655930 |
| 2025-07-01 | 37.6961373819 |
| 2025-08-01 | 37.6443394889 |
| 2025-09-01 | 37.7568048395 |
| 2025-10-01 | 37.7730871274 |
| 2025-11-01 | 37.7085013673 |
| 2025-12-01 | 37.3847222166 |
| 2026-01-01 | 37.6853246362 |
| 2026-02-01 | 37.6842731333 |
| 2026-03-01 | 37.4162593737 |
| 2026-04-01 | 37.8674666389 |
| 2026-05-01 | 37.7350738904 |
| 2026-06-01 | 38.3483602953 |
| 2026-07-01 | 37.7927495117 |
| 2026-08-01 | 37.7348127436 |
| 2026-09-01 | 37.3565393981 |