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 2026-09-01 |
| Last Updated | 2026-10-20 10:42 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 | 63.1870153442 |
| 1990-02-01 | 62.9476261033 |
| 1990-03-01 | 63.0396509025 |
| 1990-04-01 | 62.5404814315 |
| 1990-05-01 | 62.5833314621 |
| 1990-06-01 | 62.5242486978 |
| 1990-07-01 | 62.3043889860 |
| 1990-08-01 | 62.5387751246 |
| 1990-09-01 | 62.5576637204 |
| 1990-10-01 | 62.2653013337 |
| 1990-11-01 | 62.1500610363 |
| 1990-12-01 | 61.9828444253 |
| 1991-01-01 | 61.9822254943 |
| 1991-02-01 | 61.9187025167 |
| 1991-03-01 | 61.8315709159 |
| 1991-04-01 | 62.0277582829 |
| 1991-05-01 | 61.8939327009 |
| 1991-06-01 | 61.9395701813 |
| 1991-07-01 | 61.9142571374 |
| 1991-08-01 | 61.9365782248 |
| 1991-09-01 | 61.9527710280 |
| 1991-10-01 | 62.2838888550 |
| 1991-11-01 | 62.3733760360 |
| 1991-12-01 | 62.3992036983 |
| 1992-01-01 | 62.3721035649 |
| 1992-02-01 | 62.2607994246 |
| 1992-03-01 | 62.1151759088 |
| 1992-04-01 | 62.0873375158 |
| 1992-05-01 | 62.2097672552 |
| 1992-06-01 | 62.2808075714 |
| 1992-07-01 | 62.4204303544 |
| 1992-08-01 | 62.0481513658 |
| 1992-09-01 | 61.9671842465 |
| 1992-10-01 | 62.4993722423 |
| 1992-11-01 | 62.0017685950 |
| 1992-12-01 | 62.0080366301 |
| 1993-01-01 | 61.4665585545 |
| 1993-02-01 | 61.5708582820 |
| 1993-03-01 | 61.1674473485 |
| 1993-04-01 | 61.8689201785 |
| 1993-05-01 | 61.8240580340 |
| 1993-06-01 | 61.6195824717 |
| 1993-07-01 | 61.5506868630 |
| 1993-08-01 | 61.4829404618 |
| 1993-09-01 | 61.2833238662 |
| 1993-10-01 | 60.7008826267 |
| 1993-11-01 | 60.3278700149 |
| 1993-12-01 | 60.5994959878 |
| 1994-01-01 | 60.9720960607 |
| 1994-02-01 | 60.8841792778 |
| 1994-03-01 | 61.1151084728 |
| 1994-04-01 | 60.0450296079 |
| 1994-05-01 | 60.1165506366 |
| 1994-06-01 | 60.2657111989 |
| 1994-07-01 | 60.2950423481 |
| 1994-08-01 | 60.5328185051 |
| 1994-09-01 | 60.6155154770 |
| 1994-10-01 | 60.4862446150 |
| 1994-11-01 | 60.4296670126 |
| 1994-12-01 | 59.9951892570 |
| 1995-01-01 | 60.6868035949 |
| 1995-02-01 | 60.7127911969 |
| 1995-03-01 | 60.8436050679 |
| 1995-04-01 | 60.9399499375 |
| 1995-05-01 | 60.8022833623 |
| 1995-06-01 | 60.6742967656 |
| 1995-07-01 | 60.9599818220 |
| 1995-08-01 | 61.0013545751 |
| 1995-09-01 | 61.0520967308 |
| 1995-10-01 | 61.1467600965 |
| 1995-11-01 | 61.1169333465 |
| 1995-12-01 | 61.1952071142 |
| 1996-01-01 | 60.9127660239 |
| 1996-02-01 | 61.0901320699 |
| 1996-03-01 | 60.9847949092 |
| 1996-04-01 | 60.6173002314 |
| 1996-05-01 | 60.7742738158 |
| 1996-06-01 | 60.7420437771 |
| 1996-07-01 | 60.4189722002 |
| 1996-08-01 | 60.3590294987 |
| 1996-09-01 | 60.3934591104 |
| 1996-10-01 | 61.6150891073 |
| 1996-11-01 | 61.7101371188 |
| 1996-12-01 | 61.9258521175 |
| 1997-01-01 | 62.0450743940 |
| 1997-02-01 | 62.0852650907 |
| 1997-03-01 | 61.9311197458 |
| 1997-04-01 | 62.2002443029 |
| 1997-05-01 | 62.5367824471 |
| 1997-06-01 | 62.4421470978 |
| 1997-07-01 | 62.9712035182 |
| 1997-08-01 | 63.0073291889 |
| 1997-09-01 | 63.1311195386 |
| 1997-10-01 | 63.7969621647 |
| 1997-11-01 | 63.7342510558 |
| 1997-12-01 | 63.8872570188 |
| 1998-01-01 | 63.3554878176 |
| 1998-02-01 | 63.2980631057 |
| 1998-03-01 | 63.4164864379 |
| 1998-04-01 | 64.4599901439 |
| 1998-05-01 | 64.2006037106 |
| 1998-06-01 | 64.0327157907 |
| 1998-07-01 | 63.9783438957 |
| 1998-08-01 | 63.8072042208 |
| 1998-09-01 | 63.9504775707 |
| 1998-10-01 | 64.3324619533 |
| 1998-11-01 | 64.3987473510 |
| 1998-12-01 | 64.2775604307 |
| 1999-01-01 | 64.1401624491 |
| 1999-02-01 | 64.0944169943 |
| 1999-03-01 | 64.4069019847 |
| 1999-04-01 | 65.5200499115 |
| 1999-05-01 | 65.5835593232 |
| 1999-06-01 | 65.8415176073 |
| 1999-07-01 | 65.4518149959 |
| 1999-08-01 | 65.6773182610 |
| 1999-09-01 | 67.5605223998 |
| 1999-10-01 | 66.9901162570 |
| 1999-11-01 | 66.8879229071 |
| 1999-12-01 | 66.7572957372 |
| 2000-01-01 | 67.1986010529 |
| 2000-02-01 | 67.3922025724 |
| 2000-03-01 | 67.4000719473 |
| 2000-04-01 | 69.0959032084 |
| 2000-05-01 | 68.9786043512 |
| 2000-06-01 | 68.8023248403 |
| 2000-07-01 | 68.2007899705 |
| 2000-08-01 | 68.2196370856 |
| 2000-09-01 | 68.2553775549 |
| 2000-10-01 | 68.5574828602 |
| 2000-11-01 | 68.4804660424 |
| 2000-12-01 | 68.1962793621 |
| 2001-01-01 | 68.5690296656 |
| 2001-02-01 | 68.5778411607 |
| 2001-03-01 | 68.3791222440 |
| 2001-04-01 | 68.9097109276 |
| 2001-05-01 | 68.8813353636 |
| 2001-06-01 | 69.3131505621 |
| 2001-07-01 | 69.7408000836 |
| 2001-08-01 | 69.6690400289 |
| 2001-09-01 | 69.6546565037 |
| 2001-10-01 | 69.3878643660 |
| 2001-11-01 | 69.4426806503 |
| 2001-12-01 | 69.5908445215 |
| 2002-01-01 | 70.0413322899 |
| 2002-02-01 | 69.7815068380 |
| 2002-03-01 | 69.6879454813 |
| 2002-04-01 | 69.3346733200 |
| 2002-05-01 | 69.7857649226 |
| 2002-06-01 | 69.7809153147 |
| 2002-07-01 | 70.0681026961 |
| 2002-08-01 | 70.0203196119 |
| 2002-09-01 | 69.8419540928 |
| 2002-10-01 | 69.6876807085 |
| 2002-11-01 | 69.7741121513 |
| 2002-12-01 | 69.8464970603 |
| 2003-01-01 | 69.9452878461 |
| 2003-02-01 | 69.8044024974 |
| 2003-03-01 | 70.0988118173 |
| 2003-04-01 | 69.5672942811 |
| 2003-05-01 | 69.4893429990 |
| 2003-06-01 | 69.1664394719 |
| 2003-07-01 | 68.8110651762 |
| 2003-08-01 | 68.7877275663 |
| 2003-09-01 | 68.8319079384 |
| 2003-10-01 | 69.0464861361 |
| 2003-11-01 | 69.2598306573 |
| 2003-12-01 | 68.9070849404 |
| 2004-01-01 | 68.5559648967 |
| 2004-02-01 | 68.5499474360 |
| 2004-03-01 | 68.5249588374 |
| 2004-04-01 | 68.1995224577 |
| 2004-05-01 | 67.9896588301 |
| 2004-06-01 | 68.1206154503 |
| 2004-07-01 | 68.2896623221 |
| 2004-08-01 | 67.9731025743 |
| 2004-09-01 | 67.7128215050 |
| 2004-10-01 | 67.4935433244 |
| 2004-11-01 | 67.3228108116 |
| 2004-12-01 | 67.2794843835 |
| 2005-01-01 | 67.1789168689 |
| 2005-02-01 | 67.0770871340 |
| 2005-03-01 | 67.0559313408 |
| 2005-04-01 | 67.3331897604 |
| 2005-05-01 | 67.4006689338 |
| 2005-06-01 | 67.2426256719 |
| 2005-07-01 | 67.4747684664 |
| 2005-08-01 | 67.5794614205 |
| 2005-09-01 | 67.7133151289 |
| 2005-10-01 | 67.5264914138 |
| 2005-11-01 | 67.3686347145 |
| 2005-12-01 | 67.5837162768 |
| 2006-01-01 | 67.4825895591 |
| 2006-02-01 | 67.4871954180 |
| 2006-03-01 | 67.5102469917 |
| 2006-04-01 | 67.4573334549 |
| 2006-05-01 | 67.4150509605 |
| 2006-06-01 | 67.2430010938 |
| 2006-07-01 | 66.9565883646 |
| 2006-08-01 | 67.1003100829 |
| 2006-09-01 | 67.0176536100 |
| 2006-10-01 | 66.9687851717 |
| 2006-11-01 | 66.9285496946 |
| 2006-12-01 | 66.5973063220 |
| 2007-01-01 | 66.7798862382 |
| 2007-02-01 | 66.6729783204 |
| 2007-03-01 | 66.7492544606 |
| 2007-04-01 | 66.9844496554 |
| 2007-05-01 | 67.1313139570 |
| 2007-06-01 | 67.4408257257 |
| 2007-07-01 | 67.7388277722 |
| 2007-08-01 | 67.5158634377 |
| 2007-09-01 | 67.5364329270 |
| 2007-10-01 | 67.8201129637 |
| 2007-11-01 | 68.2001391666 |
| 2007-12-01 | 68.3326430490 |
| 2008-01-01 | 68.1596902993 |
| 2008-02-01 | 68.2495758874 |
| 2008-03-01 | 68.0696338626 |
| 2008-04-01 | 67.5074343064 |
| 2008-05-01 | 67.6382484944 |
| 2008-06-01 | 67.5348863425 |
| 2008-07-01 | 67.5339558648 |
| 2008-08-01 | 67.2366744780 |
| 2008-09-01 | 67.0532169158 |
| 2008-10-01 | 66.9857725808 |
| 2008-11-01 | 66.7895453200 |
| 2008-12-01 | 66.5601874728 |
| 2009-01-01 | 66.3503660268 |
| 2009-02-01 | 66.1200926192 |
| 2009-03-01 | 65.8582457438 |
| 2009-04-01 | 65.5308134072 |
| 2009-05-01 | 65.5456848626 |
| 2009-06-01 | 65.4346148119 |
| 2009-07-01 | 65.2240101110 |
| 2009-08-01 | 65.0460510739 |
| 2009-09-01 | 64.9611318883 |
| 2009-10-01 | 64.8756254742 |
| 2009-11-01 | 64.5951115681 |
| 2009-12-01 | 64.4899596166 |
| 2010-01-01 | 64.7410671938 |
| 2010-02-01 | 64.3035100765 |
| 2010-03-01 | 64.4392002677 |
| 2010-04-01 | 64.5433769451 |
| 2010-05-01 | 64.5391028589 |
| 2010-06-01 | 64.4299740681 |
| 2010-07-01 | 64.5237914083 |
| 2010-08-01 | 64.6459179384 |
| 2010-09-01 | 64.5439799217 |
| 2010-10-01 | 64.6931638791 |
| 2010-11-01 | 64.6181165260 |
| 2010-12-01 | 64.4126551074 |
| 2011-01-01 | 64.7368476877 |
| 2011-02-01 | 64.8021352442 |
| 2011-03-01 | 64.7135021074 |
| 2011-04-01 | 64.7465593541 |
| 2011-05-01 | 64.6266613903 |
| 2011-06-01 | 64.5239645938 |
| 2011-07-01 | 64.5269836394 |
| 2011-08-01 | 64.5255217324 |
| 2011-09-01 | 64.6240802995 |
| 2011-10-01 | 64.6352577816 |
| 2011-11-01 | 64.6309114852 |
| 2011-12-01 | 64.6327274076 |
| 2012-01-01 | 64.6287830403 |
| 2012-02-01 | 64.6157531946 |
| 2012-03-01 | 64.7012148971 |
| 2012-04-01 | 64.4433545797 |
| 2012-05-01 | 64.5175096583 |
| 2012-06-01 | 64.5122178038 |
| 2012-07-01 | 64.4271677913 |
| 2012-08-01 | 64.3003758636 |
| 2012-09-01 | 64.3023114585 |
| 2012-10-01 | 64.1872332825 |
| 2012-11-01 | 64.2293036331 |
| 2012-12-01 | 64.4449046829 |
| 2013-01-01 | 64.1218190837 |
| 2013-02-01 | 64.2281017187 |
| 2013-03-01 | 64.4032595007 |
| 2013-04-01 | 64.4465230631 |
| 2013-05-01 | 64.5162293314 |
| 2013-06-01 | 64.7123029403 |
| 2013-07-01 | 64.7051388139 |
| 2013-08-01 | 64.8704442721 |
| 2013-09-01 | 65.1888823062 |
| 2013-10-01 | 65.1336637605 |
| 2013-11-01 | 65.2204456069 |
| 2013-12-01 | 65.3496901783 |
| 2014-01-01 | 65.5109033331 |
| 2014-02-01 | 65.6398395001 |
| 2014-03-01 | 65.7232012732 |
| 2014-04-01 | 65.7533508935 |
| 2014-05-01 | 65.7239514353 |
| 2014-06-01 | 65.7120253859 |
| 2014-07-01 | 65.6786124635 |
| 2014-08-01 | 65.6409843186 |
| 2014-09-01 | 65.2770846057 |
| 2014-10-01 | 65.2584517550 |
| 2014-11-01 | 65.3219747423 |
| 2014-12-01 | 65.2565969503 |
| 2015-01-01 | 65.1031268045 |
| 2015-02-01 | 64.8385763142 |
| 2015-03-01 | 64.7494135332 |
| 2015-04-01 | 64.6565355428 |
| 2015-05-01 | 64.6352201124 |
| 2015-06-01 | 64.3249159672 |
| 2015-07-01 | 64.1431384887 |
| 2015-08-01 | 64.1059131323 |
| 2015-09-01 | 63.9829389952 |
| 2015-10-01 | 63.9671656622 |
| 2015-11-01 | 63.7255838515 |
| 2015-12-01 | 63.4599549375 |
| 2016-01-01 | 63.4034181484 |
| 2016-02-01 | 63.3303213751 |
| 2016-03-01 | 63.1766652323 |
| 2016-04-01 | 63.1557192360 |
| 2016-05-01 | 63.1532801090 |
| 2016-06-01 | 63.0318912334 |
| 2016-07-01 | 63.2188346000 |
| 2016-08-01 | 63.0782210224 |
| 2016-09-01 | 63.0864337557 |
| 2016-10-01 | 63.0585397725 |
| 2016-11-01 | 63.0306339865 |
| 2016-12-01 | 63.0714759008 |
| 2017-01-01 | 63.2083255907 |
| 2017-02-01 | 63.1068038342 |
| 2017-03-01 | 63.1954603616 |
| 2017-04-01 | 63.3655305110 |
| 2017-05-01 | 63.5779117112 |
| 2017-06-01 | 63.9351036275 |
| 2017-07-01 | 64.4069118139 |
| 2017-08-01 | 64.4555620726 |
| 2017-09-01 | 64.7891271675 |
| 2017-10-01 | 65.0352930171 |
| 2017-11-01 | 65.3349658453 |
| 2017-12-01 | 65.7849652396 |
| 2018-01-01 | 66.0115474212 |
| 2018-02-01 | 66.3782972674 |
| 2018-03-01 | 66.5986871611 |
| 2018-04-01 | 66.6745714525 |
| 2018-05-01 | 66.7159422602 |
| 2018-06-01 | 66.6383892005 |
| 2018-07-01 | 66.7147952794 |
| 2018-08-01 | 66.7475882232 |
| 2018-09-01 | 66.6926149612 |
| 2018-10-01 | 66.8965500755 |
| 2018-11-01 | 67.0387338048 |
| 2018-12-01 | 67.0932073254 |
| 2019-01-01 | 67.1162564796 |
| 2019-02-01 | 67.2423818963 |
| 2019-03-01 | 67.3781303848 |
| 2019-04-01 | 67.5787259485 |
| 2019-05-01 | 67.6554826303 |
| 2019-06-01 | 67.7556753700 |
| 2019-07-01 | 67.6406655735 |
| 2019-08-01 | 67.5532374243 |
| 2019-09-01 | 67.5037720240 |
| 2019-10-01 | 67.2547265607 |
| 2019-11-01 | 67.2296075103 |
| 2019-12-01 | 67.1003495844 |
| 2020-01-01 | 67.1144181473 |
| 2020-02-01 | 67.0120342300 |
| 2020-03-01 | 66.9390582037 |
| 2020-04-01 | 60.6766566999 |
| 2020-05-01 | 60.7831281307 |
| 2020-06-01 | 61.4754547753 |
| 2020-07-01 | 61.4780540291 |
| 2020-08-01 | 61.7870500926 |
| 2020-09-01 | 61.9117648532 |
| 2020-10-01 | 61.7258780531 |
| 2020-11-01 | 61.5218595972 |
| 2020-12-01 | 61.4006013469 |
| 2021-01-01 | 61.7063080845 |
| 2021-02-01 | 61.3816233955 |
| 2021-03-01 | 61.1888354261 |
| 2021-04-01 | 61.0681762569 |
| 2021-05-01 | 60.8834123722 |
| 2021-06-01 | 60.7985163139 |
| 2021-07-01 | 61.1263477919 |
| 2021-08-01 | 61.2440026388 |
| 2021-09-01 | 61.3211063774 |
| 2021-10-01 | 62.0083234913 |
| 2021-11-01 | 62.4129362728 |
| 2021-12-01 | 62.6053618558 |
| 2022-01-01 | 62.6925623872 |
| 2022-02-01 | 62.9497531867 |
| 2022-03-01 | 63.2373502177 |
| 2022-04-01 | 63.3377265050 |
| 2022-05-01 | 63.3660216056 |
| 2022-06-01 | 63.1297815494 |
| 2022-07-01 | 63.5705156285 |
| 2022-08-01 | 63.7206668133 |
| 2022-09-01 | 63.8402496090 |
| 2022-10-01 | 63.9090374570 |
| 2022-11-01 | 63.9977692925 |
| 2022-12-01 | 63.8931671748 |
| 2023-01-01 | 63.9862745684 |
| 2023-02-01 | 63.9231471110 |
| 2023-03-01 | 63.9861456321 |
| 2023-04-01 | 63.8953404006 |
| 2023-05-01 | 64.0328779449 |
| 2023-06-01 | 64.1653665372 |
| 2023-07-01 | 64.1222783968 |
| 2023-08-01 | 63.9949303983 |
| 2023-09-01 | 63.9621086136 |
| 2023-10-01 | 63.6176856365 |
| 2023-11-01 | 63.6692215074 |
| 2023-12-01 | 63.8795451222 |
| 2024-01-01 | 63.8772463282 |
| 2024-02-01 | 63.9074346441 |
| 2024-03-01 | 63.9527404185 |
| 2024-04-01 | 63.9527121064 |
| 2024-05-01 | 64.1008680933 |
| 2024-06-01 | 63.9954666561 |
| 2024-07-01 | 63.8635948503 |
| 2024-08-01 | 63.7523792352 |
| 2024-09-01 | 63.8832211155 |
| 2024-10-01 | 63.9347628554 |
| 2024-11-01 | 63.9440260742 |
| 2024-12-01 | 63.8555697648 |
| 2025-01-01 | 63.9666360672 |
| 2025-02-01 | 64.1009018470 |
| 2025-03-01 | 64.0373320978 |
| 2025-04-01 | 64.2238724561 |
| 2025-05-01 | 64.0733484548 |
| 2025-06-01 | 64.0180511149 |
| 2025-07-01 | 64.1025272956 |
| 2025-08-01 | 63.8846491763 |
| 2025-09-01 | 63.7973568845 |
| 2025-10-01 | 64.1405205552 |
| 2025-11-01 | 64.2235886709 |
| 2025-12-01 | 64.4396347713 |
| 2026-01-01 | 63.8545029961 |
| 2026-02-01 | 63.3962334826 |
| 2026-03-01 | 63.6366224534 |
| 2026-04-01 | 62.7016011955 |
| 2026-05-01 | 63.3647467743 |
| 2026-06-01 | 62.8425224769 |
| 2026-07-01 | 62.7202974462 |
| 2026-08-01 | 63.3956515546 |
| 2026-09-01 | 63.2148073266 |