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 2026-07-01 |
| Last Updated | 2026-08-21 6:46 PM 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 | 63.1870168914146 |
| 1990-02-01 | 62.9476261759538 |
| 1990-03-01 | 63.0396523810202 |
| 1990-04-01 | 62.5404810755429 |
| 1990-05-01 | 62.5833307870523 |
| 1990-06-01 | 62.5242478729769 |
| 1990-07-01 | 62.3043865196636 |
| 1990-08-01 | 62.5387743804251 |
| 1990-09-01 | 62.5576629083759 |
| 1990-10-01 | 62.2653040280679 |
| 1990-11-01 | 62.1500616006079 |
| 1990-12-01 | 61.9828437823196 |
| 1991-01-01 | 61.9822272512425 |
| 1991-02-01 | 61.9187025516152 |
| 1991-03-01 | 61.8315733886688 |
| 1991-04-01 | 62.0277577912886 |
| 1991-05-01 | 61.8939317931285 |
| 1991-06-01 | 61.9395688416545 |
| 1991-07-01 | 61.9142540423867 |
| 1991-08-01 | 61.9365765793875 |
| 1991-09-01 | 61.9527696142977 |
| 1991-10-01 | 62.2838920643376 |
| 1991-11-01 | 62.3733773387274 |
| 1991-12-01 | 62.3992039235265 |
| 1992-01-01 | 62.3721062050520 |
| 1992-02-01 | 62.2607999701786 |
| 1992-03-01 | 62.1151797781965 |
| 1992-04-01 | 62.0873369923892 |
| 1992-05-01 | 62.2097657969602 |
| 1992-06-01 | 62.2808047279155 |
| 1992-07-01 | 62.4204252341470 |
| 1992-08-01 | 62.0481471497206 |
| 1992-09-01 | 61.9671811093538 |
| 1992-10-01 | 62.4993760439365 |
| 1992-11-01 | 62.0017717464199 |
| 1992-12-01 | 62.0080393229754 |
| 1993-01-01 | 61.4665637600794 |
| 1993-02-01 | 61.5708617629381 |
| 1993-03-01 | 61.1674547284215 |
| 1993-04-01 | 61.8689174405779 |
| 1993-05-01 | 61.8240559772170 |
| 1993-06-01 | 61.6195772721438 |
| 1993-07-01 | 61.5506779359634 |
| 1993-08-01 | 61.4829297860846 |
| 1993-09-01 | 61.2833105048167 |
| 1993-10-01 | 60.7008937326532 |
| 1993-11-01 | 60.3278782034431 |
| 1993-12-01 | 60.5995029091431 |
| 1994-01-01 | 60.9721049476647 |
| 1994-02-01 | 60.8841855475486 |
| 1994-03-01 | 61.1151252134251 |
| 1994-04-01 | 60.0450212992237 |
| 1994-05-01 | 60.1165454358790 |
| 1994-06-01 | 60.2657051436673 |
| 1994-07-01 | 60.2950294065060 |
| 1994-08-01 | 60.5328006854803 |
| 1994-09-01 | 60.6154909588347 |
| 1994-10-01 | 60.4862572692508 |
| 1994-11-01 | 60.4296819274453 |
| 1994-12-01 | 59.9951960208159 |
| 1995-01-01 | 60.6868191362772 |
| 1995-02-01 | 60.7128054185059 |
| 1995-03-01 | 60.8436393245427 |
| 1995-04-01 | 60.9399286180705 |
| 1995-05-01 | 60.8022733412806 |
| 1995-06-01 | 60.6742922704568 |
| 1995-07-01 | 60.9599680192970 |
| 1995-08-01 | 61.0013313838821 |
| 1995-09-01 | 61.0520600168952 |
| 1995-10-01 | 61.1467693306762 |
| 1995-11-01 | 61.1169500825403 |
| 1995-12-01 | 61.1952111205096 |
| 1996-01-01 | 60.9127878780805 |
| 1996-02-01 | 61.0901554632493 |
| 1996-03-01 | 60.9848508098837 |
| 1996-04-01 | 60.6172632747388 |
| 1996-05-01 | 60.7742565259309 |
| 1996-06-01 | 60.7420426285210 |
| 1996-07-01 | 60.4189688835703 |
| 1996-08-01 | 60.3590290913956 |
| 1996-09-01 | 60.3933941543072 |
| 1996-10-01 | 61.6150771106186 |
| 1996-11-01 | 61.7101497132911 |
| 1996-12-01 | 61.9258467181497 |
| 1997-01-01 | 62.0451028422063 |
| 1997-02-01 | 62.0853030377251 |
| 1997-03-01 | 61.9311993423904 |
| 1997-04-01 | 62.2001916810718 |
| 1997-05-01 | 62.5367607036269 |
| 1997-06-01 | 62.4421488361571 |
| 1997-07-01 | 62.9712178215214 |
| 1997-08-01 | 63.0073552255127 |
| 1997-09-01 | 63.1310265011547 |
| 1997-10-01 | 63.7969299794315 |
| 1997-11-01 | 63.7342513264675 |
| 1997-12-01 | 63.8872447915574 |
| 1998-01-01 | 63.3555159194789 |
| 1998-02-01 | 63.2981068751547 |
| 1998-03-01 | 63.4165884348928 |
| 1998-04-01 | 64.4599300799143 |
| 1998-05-01 | 64.2005786124850 |
| 1998-06-01 | 64.0327200803215 |
| 1998-07-01 | 63.9783787660773 |
| 1998-08-01 | 63.8072602778651 |
| 1998-09-01 | 63.9503659668854 |
| 1998-10-01 | 64.3324051187060 |
| 1998-11-01 | 64.3987333326721 |
| 1998-12-01 | 64.2775391257895 |
| 1999-01-01 | 64.1401890861726 |
| 1999-02-01 | 64.0944650608491 |
| 1999-03-01 | 64.4070159457094 |
| 1999-04-01 | 65.5199887782448 |
| 1999-05-01 | 65.5835371461639 |
| 1999-06-01 | 65.8415223753782 |
| 1999-07-01 | 65.4518614984342 |
| 1999-08-01 | 65.6773815828249 |
| 1999-09-01 | 67.5604181481091 |
| 1999-10-01 | 66.9900504590317 |
| 1999-11-01 | 66.8878945999928 |
| 1999-12-01 | 66.7572736553788 |
| 2000-01-01 | 67.1986202987180 |
| 2000-02-01 | 67.3922430141160 |
| 2000-03-01 | 67.4001850318900 |
| 2000-04-01 | 69.0958504721545 |
| 2000-05-01 | 68.9785864330027 |
| 2000-06-01 | 68.8023282726658 |
| 2000-07-01 | 68.2008402568159 |
| 2000-08-01 | 68.2197055153702 |
| 2000-09-01 | 68.2552848107148 |
| 2000-10-01 | 68.5574181949558 |
| 2000-11-01 | 68.4804282790098 |
| 2000-12-01 | 68.1962596439825 |
| 2001-01-01 | 68.5690438592585 |
| 2001-02-01 | 68.5778737029035 |
| 2001-03-01 | 68.3792199113948 |
| 2001-04-01 | 68.9096707001095 |
| 2001-05-01 | 68.8813265130159 |
| 2001-06-01 | 69.3131504222493 |
| 2001-07-01 | 69.7408416321159 |
| 2001-08-01 | 69.6690863404425 |
| 2001-09-01 | 69.6545928894513 |
| 2001-10-01 | 69.3878201125082 |
| 2001-11-01 | 69.4426407198269 |
| 2001-12-01 | 69.5908341374199 |
| 2002-01-01 | 70.0413387644179 |
| 2002-02-01 | 69.7815237806990 |
| 2002-03-01 | 69.6880229132769 |
| 2002-04-01 | 69.3346477117481 |
| 2002-05-01 | 69.7857618557550 |
| 2002-06-01 | 69.7809133615667 |
| 2002-07-01 | 70.0681303064509 |
| 2002-08-01 | 70.0203419682278 |
| 2002-09-01 | 69.8419204137457 |
| 2002-10-01 | 69.6876562264387 |
| 2002-11-01 | 69.7740772549073 |
| 2002-12-01 | 69.8464917876995 |
| 2003-01-01 | 69.9452924280819 |
| 2003-02-01 | 69.8044111226710 |
| 2003-03-01 | 70.0988636299762 |
| 2003-04-01 | 69.5672786786088 |
| 2003-05-01 | 69.4893452570400 |
| 2003-06-01 | 69.1664366114325 |
| 2003-07-01 | 68.8110786961347 |
| 2003-08-01 | 68.7877259838337 |
| 2003-09-01 | 68.8319023416742 |
| 2003-10-01 | 69.0464780267856 |
| 2003-11-01 | 69.2598041881947 |
| 2003-12-01 | 68.9070839692898 |
| 2004-01-01 | 68.5559669099846 |
| 2004-02-01 | 68.5499490279366 |
| 2004-03-01 | 68.5249895938528 |
| 2004-04-01 | 68.1995137625379 |
| 2004-05-01 | 67.9896614905121 |
| 2004-06-01 | 68.1206129754165 |
| 2004-07-01 | 68.2896705635251 |
| 2004-08-01 | 67.9731006574863 |
| 2004-09-01 | 67.7128190027632 |
| 2004-10-01 | 67.4935421318084 |
| 2004-11-01 | 67.3227915667619 |
| 2004-12-01 | 67.2794841121642 |
| 2005-01-01 | 67.1789190476632 |
| 2005-02-01 | 67.0770885691147 |
| 2005-03-01 | 67.0559449506144 |
| 2005-04-01 | 67.3331858425620 |
| 2005-05-01 | 67.4006722940127 |
| 2005-06-01 | 67.2426230071067 |
| 2005-07-01 | 67.4747759813125 |
| 2005-08-01 | 67.5794597635886 |
| 2005-09-01 | 67.7133133429609 |
| 2005-10-01 | 67.5264913563381 |
| 2005-11-01 | 67.3686227089672 |
| 2005-12-01 | 67.5837164338059 |
| 2006-01-01 | 67.4825899159784 |
| 2006-02-01 | 67.4871956378766 |
| 2006-03-01 | 67.5102530639799 |
| 2006-04-01 | 67.4573329169421 |
| 2006-05-01 | 67.4150528895543 |
| 2006-06-01 | 67.2429993625501 |
| 2006-07-01 | 66.9565959444496 |
| 2006-08-01 | 67.1003088348203 |
| 2006-09-01 | 67.0176515254291 |
| 2006-10-01 | 66.9687846344123 |
| 2006-11-01 | 66.9285430283816 |
| 2006-12-01 | 66.5973057590643 |
| 2007-01-01 | 66.7798864443226 |
| 2007-02-01 | 66.6729791382385 |
| 2007-03-01 | 66.7492553585741 |
| 2007-04-01 | 66.9844503095825 |
| 2007-05-01 | 67.1313152494573 |
| 2007-06-01 | 67.4408246586741 |
| 2007-07-01 | 67.7388342782101 |
| 2007-08-01 | 67.5158624396525 |
| 2007-09-01 | 67.5364308669371 |
| 2007-10-01 | 67.8201116622457 |
| 2007-11-01 | 68.2001377356299 |
| 2007-12-01 | 68.3326417563923 |
| 2008-01-01 | 68.1596899005220 |
| 2008-02-01 | 68.2495762530099 |
| 2008-03-01 | 68.0696342823189 |
| 2008-04-01 | 67.5074346928493 |
| 2008-05-01 | 67.6382485285644 |
| 2008-06-01 | 67.5348861788678 |
| 2008-07-01 | 67.5339601321898 |
| 2008-08-01 | 67.2366739466362 |
| 2008-09-01 | 67.0532156256995 |
| 2008-10-01 | 66.9857719291645 |
| 2008-11-01 | 66.7895445922157 |
| 2008-12-01 | 66.5601866961602 |
| 2009-01-01 | 66.3503657978630 |
| 2009-02-01 | 66.1200928109335 |
| 2009-03-01 | 65.8582458261082 |
| 2009-04-01 | 65.5308135088128 |
| 2009-05-01 | 65.5456847914582 |
| 2009-06-01 | 65.4346148027772 |
| 2009-07-01 | 65.2240125495893 |
| 2009-08-01 | 65.0460507920445 |
| 2009-09-01 | 64.9611312774438 |
| 2009-10-01 | 64.8756251116075 |
| 2009-11-01 | 64.5951111539468 |
| 2009-12-01 | 64.4899591059820 |
| 2010-01-01 | 64.7410670900023 |
| 2010-02-01 | 64.3035101995951 |
| 2010-03-01 | 64.4392003244837 |
| 2010-04-01 | 64.5433770467331 |
| 2010-05-01 | 64.5391029155301 |
| 2010-06-01 | 64.4299742858263 |
| 2010-07-01 | 64.5237920838015 |
| 2010-08-01 | 64.6459179502645 |
| 2010-09-01 | 64.5439796124080 |
| 2010-10-01 | 64.6931636831240 |
| 2010-11-01 | 64.6181162587634 |
| 2010-12-01 | 64.4126547833285 |
| 2011-01-01 | 64.7368476665096 |
| 2011-02-01 | 64.8021354348043 |
| 2011-03-01 | 64.7135024852176 |
| 2011-04-01 | 64.7465597195977 |
| 2011-05-01 | 64.6266615635925 |
| 2011-06-01 | 64.5239645494154 |
| 2011-07-01 | 64.5269832159322 |
| 2011-08-01 | 64.5255213023217 |
| 2011-09-01 | 64.6240797074047 |
| 2011-10-01 | 64.6352573294293 |
| 2011-11-01 | 64.6309115614595 |
| 2011-12-01 | 64.6327278476182 |
| 2012-01-01 | 64.6287840980387 |
| 2012-02-01 | 64.6157535426404 |
| 2012-03-01 | 64.7012161949515 |
| 2012-04-01 | 64.4433549353551 |
| 2012-05-01 | 64.5175107609572 |
| 2012-06-01 | 64.5122161105592 |
| 2012-07-01 | 64.4271655123731 |
| 2012-08-01 | 64.3003737585658 |
| 2012-09-01 | 64.3023091505929 |
| 2012-10-01 | 64.1872341830911 |
| 2012-11-01 | 64.2293037156746 |
| 2012-12-01 | 64.4449066876116 |
| 2013-01-01 | 64.1218229281877 |
| 2013-02-01 | 64.2281035581263 |
| 2013-03-01 | 64.4032620771851 |
| 2013-04-01 | 64.4465238914663 |
| 2013-05-01 | 64.5162329076381 |
| 2013-06-01 | 64.7122945052592 |
| 2013-07-01 | 64.7051314138994 |
| 2013-08-01 | 64.8704416082766 |
| 2013-09-01 | 65.1888794104064 |
| 2013-10-01 | 65.1336661731044 |
| 2013-11-01 | 65.2204439516523 |
| 2013-12-01 | 65.3496895193999 |
| 2014-01-01 | 65.5109266488470 |
| 2014-02-01 | 65.6398383481756 |
| 2014-03-01 | 65.7232026600336 |
| 2014-04-01 | 65.7533516644293 |
| 2014-05-01 | 65.7239573402510 |
| 2014-06-01 | 65.7120096003097 |
| 2014-07-01 | 65.6785958630735 |
| 2014-08-01 | 65.6409813646298 |
| 2014-09-01 | 65.2770795739693 |
| 2014-10-01 | 65.2584534066208 |
| 2014-11-01 | 65.3219703651229 |
| 2014-12-01 | 65.2565959198612 |
| 2015-01-01 | 65.1031756519424 |
| 2015-02-01 | 64.8385842784970 |
| 2015-03-01 | 64.7494226245856 |
| 2015-04-01 | 64.6565356083055 |
| 2015-05-01 | 64.6352154724172 |
| 2015-06-01 | 64.3248764065599 |
| 2015-07-01 | 64.1430981915067 |
| 2015-08-01 | 64.1059020111473 |
| 2015-09-01 | 63.9829453378148 |
| 2015-10-01 | 63.9671644731198 |
| 2015-11-01 | 63.7255809058281 |
| 2015-12-01 | 63.4599673972286 |
| 2016-01-01 | 63.4035176070788 |
| 2016-02-01 | 63.3303768182385 |
| 2016-03-01 | 63.1767095505859 |
| 2016-04-01 | 63.1557062012890 |
| 2016-05-01 | 63.1532001812598 |
| 2016-06-01 | 63.0317464108619 |
| 2016-07-01 | 63.2187071334473 |
| 2016-08-01 | 63.0781927497342 |
| 2016-09-01 | 63.0865040245374 |
| 2016-10-01 | 63.0586087251060 |
| 2016-11-01 | 63.0306853252429 |
| 2016-12-01 | 63.0715508460794 |
| 2017-01-01 | 63.2084934653528 |
| 2017-02-01 | 63.1069203051476 |
| 2017-03-01 | 63.1955390870011 |
| 2017-04-01 | 63.3655862249464 |
| 2017-05-01 | 63.5777242413082 |
| 2017-06-01 | 63.9343468953736 |
| 2017-07-01 | 64.4067203793749 |
| 2017-08-01 | 64.4555628453177 |
| 2017-09-01 | 64.7894242941004 |
| 2017-10-01 | 65.0355554923737 |
| 2017-11-01 | 65.3351931693453 |
| 2017-12-01 | 65.7851689717673 |
| 2018-01-01 | 66.0117216195256 |
| 2018-02-01 | 66.3784534668733 |
| 2018-03-01 | 66.5987811413098 |
| 2018-04-01 | 66.6747177336249 |
| 2018-05-01 | 66.7157218276850 |
| 2018-06-01 | 66.6365297692713 |
| 2018-07-01 | 66.7145802530375 |
| 2018-08-01 | 66.7474139885198 |
| 2018-09-01 | 66.6936182731735 |
| 2018-10-01 | 66.8968544406872 |
| 2018-11-01 | 67.0397927512832 |
| 2018-12-01 | 67.0932086722302 |
| 2019-01-01 | 67.1162607245875 |
| 2019-02-01 | 67.2424689672390 |
| 2019-03-01 | 67.3781783022878 |
| 2019-04-01 | 67.5789898311696 |
| 2019-05-01 | 67.6554106035363 |
| 2019-06-01 | 67.7524364625518 |
| 2019-07-01 | 67.6407429817009 |
| 2019-08-01 | 67.5530500661615 |
| 2019-09-01 | 67.5054697142694 |
| 2019-10-01 | 67.2549826488873 |
| 2019-11-01 | 67.2314380399161 |
| 2019-12-01 | 67.1001046936453 |
| 2020-01-01 | 67.1141680249526 |
| 2020-02-01 | 67.0118829631183 |
| 2020-03-01 | 66.9387689079856 |
| 2020-04-01 | 60.6766827734195 |
| 2020-05-01 | 60.7831547929208 |
| 2020-06-01 | 61.4713993027353 |
| 2020-07-01 | 61.4788516574232 |
| 2020-08-01 | 61.7878081093719 |
| 2020-09-01 | 61.9154118628265 |
| 2020-10-01 | 61.7234340083417 |
| 2020-11-01 | 61.5253912206493 |
| 2020-12-01 | 61.4005229218266 |
| 2021-01-01 | 61.7058524963620 |
| 2021-02-01 | 61.3805132227264 |
| 2021-03-01 | 61.1869748767336 |
| 2021-04-01 | 61.0662616634701 |
| 2021-05-01 | 60.8837364624215 |
| 2021-06-01 | 60.7932408941806 |
| 2021-07-01 | 61.1278310744805 |
| 2021-08-01 | 61.2499707103153 |
| 2021-09-01 | 61.3271769486715 |
| 2021-10-01 | 62.0042984946593 |
| 2021-11-01 | 62.4183532541719 |
| 2021-12-01 | 62.6061526684574 |
| 2022-01-01 | 62.6915196659354 |
| 2022-02-01 | 62.9457091438512 |
| 2022-03-01 | 63.2309461462035 |
| 2022-04-01 | 63.3312211429235 |
| 2022-05-01 | 63.3644291503996 |
| 2022-06-01 | 63.1224143743403 |
| 2022-07-01 | 63.5711353135628 |
| 2022-08-01 | 63.7440764781605 |
| 2022-09-01 | 63.8477786852272 |
| 2022-10-01 | 63.9058709501385 |
| 2022-11-01 | 64.0074273403461 |
| 2022-12-01 | 63.8948082266321 |
| 2023-01-01 | 63.9833521468425 |
| 2023-02-01 | 63.9148431253179 |
| 2023-03-01 | 63.9700563935237 |
| 2023-04-01 | 63.8751596354536 |
| 2023-05-01 | 64.0285415111237 |
| 2023-06-01 | 64.1596901036920 |
| 2023-07-01 | 64.1180730620665 |
| 2023-08-01 | 64.0427962000779 |
| 2023-09-01 | 63.9775659617927 |
| 2023-10-01 | 63.6221050352180 |
| 2023-11-01 | 63.6828516667442 |
| 2023-12-01 | 63.8818149005421 |
| 2024-01-01 | 63.8700578257295 |
| 2024-02-01 | 63.8904057957764 |
| 2024-03-01 | 63.9227560188862 |
| 2024-04-01 | 63.9172117734277 |
| 2024-05-01 | 64.0916988704721 |
| 2024-06-01 | 63.9925352960665 |
| 2024-07-01 | 63.8576872512946 |
| 2024-08-01 | 63.8290947380462 |
| 2024-09-01 | 63.9015484071886 |
| 2024-10-01 | 63.9478206634280 |
| 2024-11-01 | 63.9628237290020 |
| 2024-12-01 | 63.8586830274723 |
| 2025-01-01 | 63.9550719178385 |
| 2025-02-01 | 64.0756474355659 |
| 2025-03-01 | 63.9935107465551 |
| 2025-04-01 | 64.1720735104419 |
| 2025-05-01 | 64.0607939643124 |
| 2025-06-01 | 64.0195311899441 |
| 2025-07-01 | 64.0957761432539 |
| 2025-08-01 | 63.9830529699712 |
| 2025-09-01 | 63.8182685985597 |
| 2025-10-01 | 64.1640089903745 |
| 2025-11-01 | 64.2459480941222 |
| 2025-12-01 | 64.4436247053933 |
| 2026-01-01 | 63.8390655292738 |
| 2026-02-01 | 63.3629226953095 |
| 2026-03-01 | 63.5822346425429 |
| 2026-04-01 | 62.6407629162085 |
| 2026-05-01 | 63.3489054024086 |
| 2026-06-01 | 62.8461939121871 |
| 2026-07-01 | 62.6164128518996 |