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 2026-05-01 |
| Last Updated | 2026-06-24 10:03 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 | 43.8937794172942 |
| 1990-02-01 | 43.8183940307149 |
| 1990-03-01 | 44.0438680380932 |
| 1990-04-01 | 43.0255069242029 |
| 1990-05-01 | 43.1751731689863 |
| 1990-06-01 | 43.4219666414065 |
| 1990-07-01 | 42.7203103097533 |
| 1990-08-01 | 43.6234529641351 |
| 1990-09-01 | 42.5922782627937 |
| 1990-10-01 | 42.4945648563454 |
| 1990-11-01 | 42.4238442156300 |
| 1990-12-01 | 42.2783450409350 |
| 1991-01-01 | 43.3995044989647 |
| 1991-02-01 | 43.0086346087280 |
| 1991-03-01 | 42.8146449002421 |
| 1991-04-01 | 42.7248626062788 |
| 1991-05-01 | 42.3783111073251 |
| 1991-06-01 | 42.2150161943525 |
| 1991-07-01 | 41.9436909869405 |
| 1991-08-01 | 41.6316257717267 |
| 1991-09-01 | 41.1016430556947 |
| 1991-10-01 | 40.6009588474215 |
| 1991-11-01 | 40.4202957053315 |
| 1991-12-01 | 40.4859436216384 |
| 1992-01-01 | 39.6046173449167 |
| 1992-02-01 | 39.2952801633780 |
| 1992-03-01 | 38.8724441607886 |
| 1992-04-01 | 38.8126617213834 |
| 1992-05-01 | 38.8708539332143 |
| 1992-06-01 | 38.5113866026278 |
| 1992-07-01 | 38.5807686974226 |
| 1992-08-01 | 38.1461277526190 |
| 1992-09-01 | 38.3181244223355 |
| 1992-10-01 | 38.5113958014525 |
| 1992-11-01 | 37.8221753668628 |
| 1992-12-01 | 37.4918148188836 |
| 1993-01-01 | 37.9220470681981 |
| 1993-02-01 | 37.8647938597127 |
| 1993-03-01 | 37.7207637246353 |
| 1993-04-01 | 37.2879252049731 |
| 1993-05-01 | 37.0523202418595 |
| 1993-06-01 | 37.0048943681321 |
| 1993-07-01 | 36.9341180875465 |
| 1993-08-01 | 36.9917176442969 |
| 1993-09-01 | 36.6353841623713 |
| 1993-10-01 | 37.0193976241662 |
| 1993-11-01 | 36.7192611585547 |
| 1993-12-01 | 36.4883670212184 |
| 1994-01-01 | 34.9326052956081 |
| 1994-02-01 | 34.8337084814914 |
| 1994-03-01 | 34.8596888909455 |
| 1994-04-01 | 34.6552542094489 |
| 1994-05-01 | 34.5498643961520 |
| 1994-06-01 | 34.5025148390502 |
| 1994-07-01 | 34.1913298929472 |
| 1994-08-01 | 34.1338418746237 |
| 1994-09-01 | 34.1831745953628 |
| 1994-10-01 | 33.8109636981035 |
| 1994-11-01 | 33.8979964516107 |
| 1994-12-01 | 33.6830659118376 |
| 1995-01-01 | 33.4367813620814 |
| 1995-02-01 | 33.2049175243466 |
| 1995-03-01 | 33.1172533683874 |
| 1995-04-01 | 33.1122153639107 |
| 1995-05-01 | 33.0516197858110 |
| 1995-06-01 | 32.8028116141721 |
| 1995-07-01 | 32.3444016246938 |
| 1995-08-01 | 32.5878993617513 |
| 1995-09-01 | 32.3348066576527 |
| 1995-10-01 | 31.7979657324825 |
| 1995-11-01 | 31.7615632039506 |
| 1995-12-01 | 31.8719376111943 |
| 1996-01-01 | 31.7084783574425 |
| 1996-02-01 | 31.8991347487140 |
| 1996-03-01 | 31.7074800109904 |
| 1996-04-01 | 31.5699707144577 |
| 1996-05-01 | 31.3569102155060 |
| 1996-06-01 | 31.2134159108968 |
| 1996-07-01 | 30.8734150104010 |
| 1996-08-01 | 30.5229086218450 |
| 1996-09-01 | 30.5003095515349 |
| 1996-10-01 | 30.3686618385624 |
| 1996-11-01 | 30.2337128661315 |
| 1996-12-01 | 30.1692828704056 |
| 1997-01-01 | 29.4637745553752 |
| 1997-02-01 | 29.4918913849945 |
| 1997-03-01 | 29.4247132640982 |
| 1997-04-01 | 29.1440676612346 |
| 1997-05-01 | 29.0535675123808 |
| 1997-06-01 | 29.1345768678487 |
| 1997-07-01 | 30.4768215778774 |
| 1997-08-01 | 29.3618401957317 |
| 1997-09-01 | 29.4540815408313 |
| 1997-10-01 | 29.6244383469684 |
| 1997-11-01 | 29.8180185673507 |
| 1997-12-01 | 29.7669864436852 |
| 1998-01-01 | 29.8057438550930 |
| 1998-02-01 | 29.7973351926790 |
| 1998-03-01 | 29.7437772043776 |
| 1998-04-01 | 29.9415259060301 |
| 1998-05-01 | 29.8630440786422 |
| 1998-06-01 | 29.8677048363092 |
| 1998-07-01 | 30.6584095163462 |
| 1998-08-01 | 29.9692311894726 |
| 1998-09-01 | 29.9038163371677 |
| 1998-10-01 | 29.9591800912275 |
| 1998-11-01 | 30.0250497945464 |
| 1998-12-01 | 29.9736874233631 |
| 1999-01-01 | 30.1575715109589 |
| 1999-02-01 | 29.8999716237330 |
| 1999-03-01 | 28.8677253442870 |
| 1999-04-01 | 28.8554164653546 |
| 1999-05-01 | 28.7714159235674 |
| 1999-06-01 | 28.6880406370306 |
| 1999-07-01 | 27.9393859005043 |
| 1999-08-01 | 27.6638160126369 |
| 1999-09-01 | 27.7320508417102 |
| 1999-10-01 | 27.6066643779118 |
| 1999-11-01 | 26.9396456851701 |
| 1999-12-01 | 27.2778874653036 |
| 2000-01-01 | 27.4177007428679 |
| 2000-02-01 | 27.5167622510018 |
| 2000-03-01 | 28.0919829471582 |
| 2000-04-01 | 27.6731255216945 |
| 2000-05-01 | 27.8743640745722 |
| 2000-06-01 | 27.9036713778085 |
| 2000-07-01 | 28.1162901258688 |
| 2000-08-01 | 28.2373391343595 |
| 2000-09-01 | 28.1357979718394 |
| 2000-10-01 | 28.5702518225061 |
| 2000-11-01 | 29.1697388722942 |
| 2000-12-01 | 28.8935467438468 |
| 2001-01-01 | 28.8039877711460 |
| 2001-02-01 | 28.8269972774789 |
| 2001-03-01 | 28.9156867660769 |
| 2001-04-01 | 28.9865631657594 |
| 2001-05-01 | 28.9700537183104 |
| 2001-06-01 | 29.0942428109059 |
| 2001-07-01 | 29.5016387796350 |
| 2001-08-01 | 29.7145113252331 |
| 2001-09-01 | 29.8266913245788 |
| 2001-10-01 | 30.0562518843532 |
| 2001-11-01 | 29.9853010884623 |
| 2001-12-01 | 30.2978295543051 |
| 2002-01-01 | 30.7227043179804 |
| 2002-02-01 | 30.7506434981444 |
| 2002-03-01 | 30.6282945852101 |
| 2002-04-01 | 30.9888102622845 |
| 2002-05-01 | 31.3652168601051 |
| 2002-06-01 | 31.7820021965584 |
| 2002-07-01 | 31.8799104513868 |
| 2002-08-01 | 32.1971132632076 |
| 2002-09-01 | 32.4983917562465 |
| 2002-10-01 | 33.0562357273887 |
| 2002-11-01 | 33.4877749549537 |
| 2002-12-01 | 33.9148095604588 |
| 2003-01-01 | 34.4698156841172 |
| 2003-02-01 | 34.6733991330767 |
| 2003-03-01 | 35.0447286472661 |
| 2003-04-01 | 35.2773647654788 |
| 2003-05-01 | 35.4478967135409 |
| 2003-06-01 | 35.5467392044493 |
| 2003-07-01 | 36.0748434103278 |
| 2003-08-01 | 36.0916164950597 |
| 2003-09-01 | 36.1714787565243 |
| 2003-10-01 | 36.1647064382701 |
| 2003-11-01 | 36.3746394571023 |
| 2003-12-01 | 36.4257336383007 |
| 2004-01-01 | 36.8301228443322 |
| 2004-02-01 | 37.0036070437378 |
| 2004-03-01 | 37.2477544345301 |
| 2004-04-01 | 37.7614393490323 |
| 2004-05-01 | 38.1293047653688 |
| 2004-06-01 | 38.6141206186331 |
| 2004-07-01 | 38.8724872810234 |
| 2004-08-01 | 39.2963561270290 |
| 2004-09-01 | 39.6370109216539 |
| 2004-10-01 | 40.0685997155709 |
| 2004-11-01 | 40.4564348223947 |
| 2004-12-01 | 40.9515961383901 |
| 2005-01-01 | 40.9904454297218 |
| 2005-02-01 | 41.3260174493707 |
| 2005-03-01 | 41.5460614545187 |
| 2005-04-01 | 41.6413015103570 |
| 2005-05-01 | 41.8142976643235 |
| 2005-06-01 | 41.7888870764042 |
| 2005-07-01 | 41.9854606187760 |
| 2005-08-01 | 41.7943670046813 |
| 2005-09-01 | 42.0181714270623 |
| 2005-10-01 | 41.8621010710359 |
| 2005-11-01 | 41.9405084540615 |
| 2005-12-01 | 41.8554687741874 |
| 2006-01-01 | 41.7452016098256 |
| 2006-02-01 | 42.1423508208887 |
| 2006-03-01 | 42.1233909160810 |
| 2006-04-01 | 42.6309349026697 |
| 2006-05-01 | 42.8181973882646 |
| 2006-06-01 | 42.9934910856541 |
| 2006-07-01 | 42.9959649820578 |
| 2006-08-01 | 43.1907284103080 |
| 2006-09-01 | 43.3024427672801 |
| 2006-10-01 | 43.4419274918696 |
| 2006-11-01 | 43.5256920517025 |
| 2006-12-01 | 43.9602000607895 |
| 2007-01-01 | 43.4815030890420 |
| 2007-02-01 | 43.4488508741163 |
| 2007-03-01 | 43.4015169596158 |
| 2007-04-01 | 43.2281726767945 |
| 2007-05-01 | 43.2262400647459 |
| 2007-06-01 | 43.4104117206832 |
| 2007-07-01 | 43.2170005777575 |
| 2007-08-01 | 43.1743268709889 |
| 2007-09-01 | 43.3047023390578 |
| 2007-10-01 | 43.4202383215815 |
| 2007-11-01 | 43.7197997029085 |
| 2007-12-01 | 43.5490467206125 |
| 2008-01-01 | 43.7888168113602 |
| 2008-02-01 | 43.9521627896909 |
| 2008-03-01 | 44.0796268067305 |
| 2008-04-01 | 44.3365664676828 |
| 2008-05-01 | 44.3337842485201 |
| 2008-06-01 | 44.3417182710568 |
| 2008-07-01 | 44.5358104455810 |
| 2008-08-01 | 44.6560239716733 |
| 2008-09-01 | 44.4077631906114 |
| 2008-10-01 | 44.3052493409989 |
| 2008-11-01 | 44.0113083477843 |
| 2008-12-01 | 43.8399604065217 |
| 2009-01-01 | 43.6796650951549 |
| 2009-02-01 | 43.4582213468687 |
| 2009-03-01 | 43.2776978594476 |
| 2009-04-01 | 42.7388656712988 |
| 2009-05-01 | 42.6340194697880 |
| 2009-06-01 | 42.4716080471745 |
| 2009-07-01 | 42.2531695366479 |
| 2009-08-01 | 42.1327319231343 |
| 2009-09-01 | 42.1123815247719 |
| 2009-10-01 | 42.1049336331484 |
| 2009-11-01 | 42.1129518962694 |
| 2009-12-01 | 42.0100995595400 |
| 2010-01-01 | 41.8740717659880 |
| 2010-02-01 | 41.7524668436530 |
| 2010-03-01 | 41.9795195853283 |
| 2010-04-01 | 41.9558419991472 |
| 2010-05-01 | 42.0312437948219 |
| 2010-06-01 | 41.9862349085806 |
| 2010-07-01 | 42.1677591635825 |
| 2010-08-01 | 42.3334681633765 |
| 2010-09-01 | 42.2016961753216 |
| 2010-10-01 | 42.2181232766260 |
| 2010-11-01 | 42.3072617431598 |
| 2010-12-01 | 42.4738504427585 |
| 2011-01-01 | 42.6677204597182 |
| 2011-02-01 | 42.6381114105575 |
| 2011-03-01 | 42.6016857503655 |
| 2011-04-01 | 42.6758643221651 |
| 2011-05-01 | 42.7325195475851 |
| 2011-06-01 | 42.4839015634709 |
| 2011-07-01 | 42.3795381336336 |
| 2011-08-01 | 42.3423220221370 |
| 2011-09-01 | 42.0939477834235 |
| 2011-10-01 | 42.0346912379471 |
| 2011-11-01 | 41.8020414616914 |
| 2011-12-01 | 41.5349299399245 |
| 2012-01-01 | 41.0506087518122 |
| 2012-02-01 | 41.1157988295310 |
| 2012-03-01 | 41.1294765170696 |
| 2012-04-01 | 41.0968813754865 |
| 2012-05-01 | 41.0472974256275 |
| 2012-06-01 | 41.3739528722682 |
| 2012-07-01 | 40.9882039025135 |
| 2012-08-01 | 40.9525702176622 |
| 2012-09-01 | 40.9938196712382 |
| 2012-10-01 | 40.8425165339976 |
| 2012-11-01 | 40.7919230678361 |
| 2012-12-01 | 40.8111084799279 |
| 2013-01-01 | 40.6239690796573 |
| 2013-02-01 | 40.7980728056658 |
| 2013-03-01 | 40.8673812901803 |
| 2013-04-01 | 40.5028397357182 |
| 2013-05-01 | 40.4653297881394 |
| 2013-06-01 | 40.3757872910563 |
| 2013-07-01 | 40.1825171690912 |
| 2013-08-01 | 40.0527633742835 |
| 2013-09-01 | 40.0957206770322 |
| 2013-10-01 | 39.8499271997567 |
| 2013-11-01 | 39.8881067314706 |
| 2013-12-01 | 40.0084887776532 |
| 2014-01-01 | 40.0007222499432 |
| 2014-02-01 | 40.0767215977090 |
| 2014-03-01 | 39.8945821811290 |
| 2014-04-01 | 39.8986033273159 |
| 2014-05-01 | 40.2764049878698 |
| 2014-06-01 | 40.6811837081733 |
| 2014-07-01 | 40.8737646291145 |
| 2014-08-01 | 41.0506481529429 |
| 2014-09-01 | 41.5006714002121 |
| 2014-10-01 | 42.0597738555571 |
| 2014-11-01 | 42.4893868577881 |
| 2014-12-01 | 42.6206090316335 |
| 2015-01-01 | 42.8793881094836 |
| 2015-02-01 | 42.9612024364271 |
| 2015-03-01 | 43.2161352107180 |
| 2015-04-01 | 43.2815146696047 |
| 2015-05-01 | 43.1724068405858 |
| 2015-06-01 | 43.1907287043565 |
| 2015-07-01 | 43.2610716752518 |
| 2015-08-01 | 43.2487179525281 |
| 2015-09-01 | 43.0180535113709 |
| 2015-10-01 | 42.9745095820519 |
| 2015-11-01 | 42.7877923574334 |
| 2015-12-01 | 42.6543645584045 |
| 2016-01-01 | 42.5565636708098 |
| 2016-02-01 | 42.3408768727408 |
| 2016-03-01 | 42.1124107037870 |
| 2016-04-01 | 42.1586448200922 |
| 2016-05-01 | 42.0627661761529 |
| 2016-06-01 | 41.8043831497122 |
| 2016-07-01 | 41.8578488507364 |
| 2016-08-01 | 41.7533557422363 |
| 2016-09-01 | 41.7447346230312 |
| 2016-10-01 | 41.4930570913225 |
| 2016-11-01 | 41.3827308194942 |
| 2016-12-01 | 41.2874346171852 |
| 2017-01-01 | 41.1227687955780 |
| 2017-02-01 | 41.2202931062600 |
| 2017-03-01 | 41.0963233840674 |
| 2017-04-01 | 41.1399561542562 |
| 2017-05-01 | 41.1503245198226 |
| 2017-06-01 | 41.1227292714399 |
| 2017-07-01 | 40.9627069681187 |
| 2017-08-01 | 40.8728654885569 |
| 2017-09-01 | 41.0727328461911 |
| 2017-10-01 | 40.7158339227807 |
| 2017-11-01 | 40.5731604780444 |
| 2017-12-01 | 40.6163409205728 |
| 2018-01-01 | 40.4810170740156 |
| 2018-02-01 | 40.4779679777613 |
| 2018-03-01 | 40.5583081391967 |
| 2018-04-01 | 40.6430469219304 |
| 2018-05-01 | 40.6586605499289 |
| 2018-06-01 | 40.6385135528403 |
| 2018-07-01 | 40.5707306189469 |
| 2018-08-01 | 40.6051333555201 |
| 2018-09-01 | 40.3026976633657 |
| 2018-10-01 | 40.4352210303193 |
| 2018-11-01 | 40.4664833177176 |
| 2018-12-01 | 40.2202647686254 |
| 2019-01-01 | 40.2286719819966 |
| 2019-02-01 | 40.2365608214998 |
| 2019-03-01 | 40.1243938423161 |
| 2019-04-01 | 39.8481227423526 |
| 2019-05-01 | 39.6845377717810 |
| 2019-06-01 | 39.5635935040322 |
| 2019-07-01 | 39.3728859338400 |
| 2019-08-01 | 39.2380430475644 |
| 2019-09-01 | 39.2314627921686 |
| 2019-10-01 | 39.0377555266670 |
| 2019-11-01 | 38.9638605888048 |
| 2019-12-01 | 38.7300826949255 |
| 2020-01-01 | 38.4758504853274 |
| 2020-02-01 | 38.0905201968345 |
| 2020-03-01 | 37.6833043788304 |
| 2020-04-01 | 34.3582828082524 |
| 2020-05-01 | 34.2280338974585 |
| 2020-06-01 | 33.5887541613697 |
| 2020-07-01 | 33.7739369689484 |
| 2020-08-01 | 33.6623348118712 |
| 2020-09-01 | 33.5370758725426 |
| 2020-10-01 | 33.8368903090141 |
| 2020-11-01 | 33.5815103772805 |
| 2020-12-01 | 33.6260803867172 |
| 2021-01-01 | 33.8377939364003 |
| 2021-02-01 | 33.8622284272490 |
| 2021-03-01 | 33.8545344547428 |
| 2021-04-01 | 33.7603238630076 |
| 2021-05-01 | 33.8634524030206 |
| 2021-06-01 | 34.1083299046408 |
| 2021-07-01 | 34.3757340576503 |
| 2021-08-01 | 34.4731708715141 |
| 2021-09-01 | 34.5127593141767 |
| 2021-10-01 | 34.8391931734334 |
| 2021-11-01 | 35.1165298770318 |
| 2021-12-01 | 35.3340040872444 |
| 2022-01-01 | 35.4191442154046 |
| 2022-02-01 | 35.6402091729424 |
| 2022-03-01 | 35.9280845843119 |
| 2022-04-01 | 36.3655788718921 |
| 2022-05-01 | 36.4861785038911 |
| 2022-06-01 | 36.6041951856628 |
| 2022-07-01 | 36.9858225140759 |
| 2022-08-01 | 37.0786316293949 |
| 2022-09-01 | 37.2699720265469 |
| 2022-10-01 | 37.4453385137858 |
| 2022-11-01 | 37.3572081137635 |
| 2022-12-01 | 37.3351691095742 |
| 2023-01-01 | 37.5252057873104 |
| 2023-02-01 | 37.6409934420699 |
| 2023-03-01 | 37.8117999483748 |
| 2023-04-01 | 37.4587094315803 |
| 2023-05-01 | 37.5876084695090 |
| 2023-06-01 | 37.7946186964546 |
| 2023-07-01 | 37.4974079633407 |
| 2023-08-01 | 37.5788854967348 |
| 2023-09-01 | 37.7298009601091 |
| 2023-10-01 | 37.5483066989007 |
| 2023-11-01 | 37.5851678007325 |
| 2023-12-01 | 37.8526224206897 |
| 2024-01-01 | 37.8385665674337 |
| 2024-02-01 | 37.9424445255261 |
| 2024-03-01 | 37.9998798954273 |
| 2024-04-01 | 37.9564517442958 |
| 2024-05-01 | 37.9746051909258 |
| 2024-06-01 | 38.1783673561978 |
| 2024-07-01 | 38.1177704034897 |
| 2024-08-01 | 38.1820909881882 |
| 2024-09-01 | 38.1942097652178 |
| 2024-10-01 | 38.0559290614330 |
| 2024-11-01 | 38.1001243141009 |
| 2024-12-01 | 38.0562382460166 |
| 2025-01-01 | 38.0522610059735 |
| 2025-02-01 | 37.9515881519251 |
| 2025-03-01 | 37.9980815576750 |
| 2025-04-01 | 37.9543944975479 |
| 2025-05-01 | 37.9574701979875 |
| 2025-06-01 | 37.8663523079663 |
| 2025-07-01 | 37.7328484191360 |
| 2025-08-01 | 37.6830312012581 |
| 2025-09-01 | 37.7777737429274 |
| 2025-10-01 | 37.7602364939562 |
| 2025-11-01 | 37.7015791415290 |
| 2025-12-01 | 37.3613661468610 |
| 2026-01-01 | 37.6571097348070 |
| 2026-02-01 | 37.6588256701667 |
| 2026-03-01 | 37.3999578082214 |
| 2026-04-01 | 37.8574336742432 |
| 2026-05-01 | 37.7443222225243 |