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 2026-08-01 |
| Last Updated | 2026-09-18 11:34 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 | 63.1870159759 |
| 1990-02-01 | 62.9476261343 |
| 1990-03-01 | 63.0396516490 |
| 1990-04-01 | 62.5404812826 |
| 1990-05-01 | 62.5833311656 |
| 1990-06-01 | 62.5242483288 |
| 1990-07-01 | 62.3043878343 |
| 1990-08-01 | 62.5387747953 |
| 1990-09-01 | 62.5576633596 |
| 1990-10-01 | 62.2653025250 |
| 1990-11-01 | 62.1500613074 |
| 1990-12-01 | 61.9828441380 |
| 1991-01-01 | 61.9822262192 |
| 1991-02-01 | 61.9187025375 |
| 1991-03-01 | 61.8315721201 |
| 1991-04-01 | 62.0277580819 |
| 1991-05-01 | 61.8939322864 |
| 1991-06-01 | 61.9395695631 |
| 1991-07-01 | 61.9142556869 |
| 1991-08-01 | 61.9365774691 |
| 1991-09-01 | 61.9527703902 |
| 1991-10-01 | 62.2838902956 |
| 1991-11-01 | 62.3733766819 |
| 1991-12-01 | 62.3992037856 |
| 1992-01-01 | 62.3721047095 |
| 1992-02-01 | 62.2607996786 |
| 1992-03-01 | 62.1151777382 |
| 1992-04-01 | 62.0873373071 |
| 1992-05-01 | 62.2097666014 |
| 1992-06-01 | 62.2808063046 |
| 1992-07-01 | 62.4204280037 |
| 1992-08-01 | 62.0481494017 |
| 1992-09-01 | 61.9671827405 |
| 1992-10-01 | 62.4993738811 |
| 1992-11-01 | 62.0017700748 |
| 1992-12-01 | 62.0080378164 |
| 1993-01-01 | 61.4665609484 |
| 1993-02-01 | 61.5708599641 |
| 1993-03-01 | 61.1674508765 |
| 1993-04-01 | 61.8689187683 |
| 1993-05-01 | 61.8240572576 |
| 1993-06-01 | 61.6195803242 |
| 1993-07-01 | 61.5506829028 |
| 1993-08-01 | 61.4829354648 |
| 1993-09-01 | 61.2833173281 |
| 1993-10-01 | 60.7008875614 |
| 1993-11-01 | 60.3278736641 |
| 1993-12-01 | 60.5994989252 |
| 1994-01-01 | 60.9721000526 |
| 1994-02-01 | 60.8841821534 |
| 1994-03-01 | 61.1151162246 |
| 1994-04-01 | 60.0450254863 |
| 1994-05-01 | 60.1165490147 |
| 1994-06-01 | 60.2657096899 |
| 1994-07-01 | 60.2950373955 |
| 1994-08-01 | 60.5328108387 |
| 1994-09-01 | 60.6155040473 |
| 1994-10-01 | 60.4862470132 |
| 1994-11-01 | 60.4296738098 |
| 1994-12-01 | 59.9951911130 |
| 1995-01-01 | 60.6868103961 |
| 1995-02-01 | 60.7127975024 |
| 1995-03-01 | 60.8436210085 |
| 1995-04-01 | 60.9399399049 |
| 1995-05-01 | 60.8022809224 |
| 1995-06-01 | 60.6742983520 |
| 1995-07-01 | 60.9599786063 |
| 1995-08-01 | 61.0013456083 |
| 1995-09-01 | 61.0520794414 |
| 1995-10-01 | 61.1467563893 |
| 1995-11-01 | 61.1169395624 |
| 1995-12-01 | 61.1952056521 |
| 1996-01-01 | 60.9127749070 |
| 1996-02-01 | 61.0901418374 |
| 1996-03-01 | 60.9848208082 |
| 1996-04-01 | 60.6172838073 |
| 1996-05-01 | 60.7742699615 |
| 1996-06-01 | 60.7420502570 |
| 1996-07-01 | 60.4189789542 |
| 1996-08-01 | 60.3590390043 |
| 1996-09-01 | 60.3934219426 |
| 1996-10-01 | 61.6150679920 |
| 1996-11-01 | 61.7101391018 |
| 1996-12-01 | 61.9258431383 |
| 1997-01-01 | 62.0450853601 |
| 1997-02-01 | 62.0852814207 |
| 1997-03-01 | 61.9311575518 |
| 1997-04-01 | 62.2002220643 |
| 1997-05-01 | 62.5367791165 |
| 1997-06-01 | 62.4421579291 |
| 1997-07-01 | 62.9712245856 |
| 1997-08-01 | 63.0073585787 |
| 1997-09-01 | 63.1310614251 |
| 1997-10-01 | 63.7969259043 |
| 1997-11-01 | 63.7342432257 |
| 1997-12-01 | 63.8872426410 |
| 1998-01-01 | 63.3554971405 |
| 1998-02-01 | 63.2980819109 |
| 1998-03-01 | 63.4165358896 |
| 1998-04-01 | 64.4599662040 |
| 1998-05-01 | 64.2006008529 |
| 1998-06-01 | 64.0327297556 |
| 1998-07-01 | 63.9783803981 |
| 1998-08-01 | 63.8072546612 |
| 1998-09-01 | 63.9504032963 |
| 1998-10-01 | 64.3324091682 |
| 1998-11-01 | 64.3987297485 |
| 1998-12-01 | 64.2775404006 |
| 1999-01-01 | 64.1401703201 |
| 1999-02-01 | 64.0944383730 |
| 1999-03-01 | 64.4069587097 |
| 1999-04-01 | 65.5200268214 |
| 1999-05-01 | 65.5835588506 |
| 1999-06-01 | 65.8415318865 |
| 1999-07-01 | 65.4518590954 |
| 1999-08-01 | 65.6773718872 |
| 1999-09-01 | 67.5604501705 |
| 1999-10-01 | 66.9900603174 |
| 1999-11-01 | 66.8878961884 |
| 1999-12-01 | 66.7572759185 |
| 2000-01-01 | 67.1986051689 |
| 2000-02-01 | 67.3922207577 |
| 2000-03-01 | 67.4001289189 |
| 2000-04-01 | 69.0958844519 |
| 2000-05-01 | 68.9786050487 |
| 2000-06-01 | 68.8023368730 |
| 2000-07-01 | 68.2008350643 |
| 2000-08-01 | 68.2196920788 |
| 2000-09-01 | 68.2553106643 |
| 2000-10-01 | 68.5574315971 |
| 2000-11-01 | 68.4804338607 |
| 2000-12-01 | 68.1962625870 |
| 2001-01-01 | 68.5690325030 |
| 2001-02-01 | 68.5778566711 |
| 2001-03-01 | 68.3791722225 |
| 2001-04-01 | 68.9096972953 |
| 2001-05-01 | 68.8813387089 |
| 2001-06-01 | 69.3131575864 |
| 2001-07-01 | 69.7408370249 |
| 2001-08-01 | 69.6690768644 |
| 2001-09-01 | 69.6546099779 |
| 2001-10-01 | 69.3878303062 |
| 2001-11-01 | 69.4426478050 |
| 2001-12-01 | 69.5908354533 |
| 2002-01-01 | 70.0413326615 |
| 2002-02-01 | 69.7815153598 |
| 2002-03-01 | 69.6879850530 |
| 2002-04-01 | 69.3346650090 |
| 2002-05-01 | 69.7857686661 |
| 2002-06-01 | 69.7809184301 |
| 2002-07-01 | 70.0681280085 |
| 2002-08-01 | 70.0203377462 |
| 2002-09-01 | 69.8419295579 |
| 2002-10-01 | 69.6876618781 |
| 2002-11-01 | 69.7740838528 |
| 2002-12-01 | 69.8464928610 |
| 2003-01-01 | 69.9452888878 |
| 2003-02-01 | 69.8044073290 |
| 2003-03-01 | 70.0988381780 |
| 2003-04-01 | 69.5672890513 |
| 2003-05-01 | 69.4893472356 |
| 2003-06-01 | 69.1664397461 |
| 2003-07-01 | 68.8110793115 |
| 2003-08-01 | 68.7877273042 |
| 2003-09-01 | 68.8319040695 |
| 2003-10-01 | 69.0464798186 |
| 2003-11-01 | 69.2598092899 |
| 2003-12-01 | 68.9070841580 |
| 2004-01-01 | 68.5559655198 |
| 2004-02-01 | 68.5499485431 |
| 2004-03-01 | 68.5249738649 |
| 2004-04-01 | 68.1995192206 |
| 2004-05-01 | 67.9896616125 |
| 2004-06-01 | 68.1206147639 |
| 2004-07-01 | 68.2896717546 |
| 2004-08-01 | 67.9731016272 |
| 2004-09-01 | 67.7128200742 |
| 2004-10-01 | 67.4935423181 |
| 2004-11-01 | 67.3227950616 |
| 2004-12-01 | 67.2794842076 |
| 2005-01-01 | 67.1789181388 |
| 2005-02-01 | 67.0770880676 |
| 2005-03-01 | 67.0559376827 |
| 2005-04-01 | 67.3331881713 |
| 2005-05-01 | 67.4006713806 |
| 2005-06-01 | 67.2426240619 |
| 2005-07-01 | 67.4747769178 |
| 2005-08-01 | 67.5794602873 |
| 2005-09-01 | 67.7133141475 |
| 2005-10-01 | 67.5264912505 |
| 2005-11-01 | 67.3686247181 |
| 2005-12-01 | 67.5837162824 |
| 2006-01-01 | 67.4825897520 |
| 2006-02-01 | 67.4871955771 |
| 2006-03-01 | 67.5102497382 |
| 2006-04-01 | 67.4573332326 |
| 2006-05-01 | 67.4150523475 |
| 2006-06-01 | 67.2429999435 |
| 2006-07-01 | 66.9565961018 |
| 2006-08-01 | 67.1003091371 |
| 2006-09-01 | 67.0176524033 |
| 2006-10-01 | 66.9687845800 |
| 2006-11-01 | 66.9285440382 |
| 2006-12-01 | 66.5973057124 |
| 2007-01-01 | 66.7798862155 |
| 2007-02-01 | 66.6729787192 |
| 2007-03-01 | 66.7492549139 |
| 2007-04-01 | 66.9844499905 |
| 2007-05-01 | 67.1313147369 |
| 2007-06-01 | 67.4408249285 |
| 2007-07-01 | 67.7388340312 |
| 2007-08-01 | 67.5158626186 |
| 2007-09-01 | 67.5364316131 |
| 2007-10-01 | 67.8201118043 |
| 2007-11-01 | 68.2001378150 |
| 2007-12-01 | 68.3326418482 |
| 2008-01-01 | 68.1596898685 |
| 2008-02-01 | 68.2495760843 |
| 2008-03-01 | 68.0696340895 |
| 2008-04-01 | 67.5074345043 |
| 2008-05-01 | 67.6382484836 |
| 2008-06-01 | 67.5348862376 |
| 2008-07-01 | 67.5339596808 |
| 2008-08-01 | 67.2366740817 |
| 2008-09-01 | 67.0532161570 |
| 2008-10-01 | 66.9857719906 |
| 2008-11-01 | 66.7895445785 |
| 2008-12-01 | 66.5601867281 |
| 2009-01-01 | 66.3503657826 |
| 2009-02-01 | 66.1200927363 |
| 2009-03-01 | 65.8582457606 |
| 2009-04-01 | 65.5308134633 |
| 2009-05-01 | 65.5456847970 |
| 2009-06-01 | 65.4346147986 |
| 2009-07-01 | 65.2240122613 |
| 2009-08-01 | 65.0460508579 |
| 2009-09-01 | 64.9611315206 |
| 2009-10-01 | 64.8756251689 |
| 2009-11-01 | 64.5951111690 |
| 2009-12-01 | 64.4899591474 |
| 2010-01-01 | 64.7410670613 |
| 2010-02-01 | 64.3035102020 |
| 2010-03-01 | 64.4392002603 |
| 2010-04-01 | 64.5433769967 |
| 2010-05-01 | 64.5391028853 |
| 2010-06-01 | 64.4299742540 |
| 2010-07-01 | 64.5237920313 |
| 2010-08-01 | 64.6459179850 |
| 2010-09-01 | 64.5439797897 |
| 2010-10-01 | 64.6931637014 |
| 2010-11-01 | 64.6181162786 |
| 2010-12-01 | 64.4126548204 |
| 2011-01-01 | 64.7368476142 |
| 2011-02-01 | 64.8021353858 |
| 2011-03-01 | 64.7135021768 |
| 2011-04-01 | 64.7465594650 |
| 2011-05-01 | 64.6266614718 |
| 2011-06-01 | 64.5239647655 |
| 2011-07-01 | 64.5269836832 |
| 2011-08-01 | 64.5255217490 |
| 2011-09-01 | 64.6240801661 |
| 2011-10-01 | 64.6352575655 |
| 2011-11-01 | 64.6309113467 |
| 2011-12-01 | 64.6327272791 |
| 2012-01-01 | 64.6287830457 |
| 2012-02-01 | 64.6157533826 |
| 2012-03-01 | 64.7012150939 |
| 2012-04-01 | 64.4433548054 |
| 2012-05-01 | 64.5175098546 |
| 2012-06-01 | 64.5122178236 |
| 2012-07-01 | 64.4271676019 |
| 2012-08-01 | 64.3003757102 |
| 2012-09-01 | 64.3023112208 |
| 2012-10-01 | 64.1872327596 |
| 2012-11-01 | 64.2293036369 |
| 2012-12-01 | 64.4449046182 |
| 2013-01-01 | 64.1218191891 |
| 2013-02-01 | 64.2281021130 |
| 2013-03-01 | 64.4032598925 |
| 2013-04-01 | 64.4465234633 |
| 2013-05-01 | 64.5162298985 |
| 2013-06-01 | 64.7123043921 |
| 2013-07-01 | 64.7051361510 |
| 2013-08-01 | 64.8704441396 |
| 2013-09-01 | 65.1888819221 |
| 2013-10-01 | 65.1336626961 |
| 2013-11-01 | 65.2204454947 |
| 2013-12-01 | 65.3496900881 |
| 2014-01-01 | 65.5109045477 |
| 2014-02-01 | 65.6398399933 |
| 2014-03-01 | 65.7232019421 |
| 2014-04-01 | 65.7533517440 |
| 2014-05-01 | 65.7239527455 |
| 2014-06-01 | 65.7120283973 |
| 2014-07-01 | 65.6786063820 |
| 2014-08-01 | 65.6409833136 |
| 2014-09-01 | 65.2770831376 |
| 2014-10-01 | 65.2584498550 |
| 2014-11-01 | 65.3219753705 |
| 2014-12-01 | 65.2565991605 |
| 2015-01-01 | 65.1031316723 |
| 2015-02-01 | 64.8385782575 |
| 2015-03-01 | 64.7494139554 |
| 2015-04-01 | 64.6565342840 |
| 2015-05-01 | 64.6352170122 |
| 2015-06-01 | 64.3249163448 |
| 2015-07-01 | 64.1431291461 |
| 2015-08-01 | 64.1059162944 |
| 2015-09-01 | 63.9829330455 |
| 2015-10-01 | 63.9671696684 |
| 2015-11-01 | 63.7255892755 |
| 2015-12-01 | 63.4599620697 |
| 2016-01-01 | 63.4034274106 |
| 2016-02-01 | 63.3303241034 |
| 2016-03-01 | 63.1766608006 |
| 2016-04-01 | 63.1557082110 |
| 2016-05-01 | 63.1532617832 |
| 2016-06-01 | 63.0318869085 |
| 2016-07-01 | 63.2188366984 |
| 2016-08-01 | 63.0782428971 |
| 2016-09-01 | 63.0864272866 |
| 2016-10-01 | 63.0585407963 |
| 2016-11-01 | 63.0306289601 |
| 2016-12-01 | 63.0714792949 |
| 2017-01-01 | 63.2083460698 |
| 2017-02-01 | 63.1068307298 |
| 2017-03-01 | 63.1954689251 |
| 2017-04-01 | 63.3654737564 |
| 2017-05-01 | 63.5778904547 |
| 2017-06-01 | 63.9350608622 |
| 2017-07-01 | 64.4069357344 |
| 2017-08-01 | 64.4555905699 |
| 2017-09-01 | 64.7892576690 |
| 2017-10-01 | 65.0352299873 |
| 2017-11-01 | 65.3348856563 |
| 2017-12-01 | 65.7849169899 |
| 2018-01-01 | 66.0115686529 |
| 2018-02-01 | 66.3783192873 |
| 2018-03-01 | 66.5986872718 |
| 2018-04-01 | 66.6745171325 |
| 2018-05-01 | 66.7160649765 |
| 2018-06-01 | 66.6383317700 |
| 2018-07-01 | 66.7149755650 |
| 2018-08-01 | 66.7476593178 |
| 2018-09-01 | 66.6932949971 |
| 2018-10-01 | 66.8955206085 |
| 2018-11-01 | 67.0384150903 |
| 2018-12-01 | 67.0931526910 |
| 2019-01-01 | 67.1163167889 |
| 2019-02-01 | 67.2424014894 |
| 2019-03-01 | 67.3781849174 |
| 2019-04-01 | 67.5788323456 |
| 2019-05-01 | 67.6559969406 |
| 2019-06-01 | 67.7556527986 |
| 2019-07-01 | 67.6413986824 |
| 2019-08-01 | 67.5534640816 |
| 2019-09-01 | 67.5047560802 |
| 2019-10-01 | 67.2522903753 |
| 2019-11-01 | 67.2286757987 |
| 2019-12-01 | 67.1001309374 |
| 2020-01-01 | 67.1145389580 |
| 2020-02-01 | 67.0120733464 |
| 2020-03-01 | 66.9390375632 |
| 2020-04-01 | 60.6769627891 |
| 2020-05-01 | 60.7842872917 |
| 2020-06-01 | 61.4756748890 |
| 2020-07-01 | 61.4798246903 |
| 2020-08-01 | 61.7887189660 |
| 2020-09-01 | 61.9149655196 |
| 2020-10-01 | 61.7162424474 |
| 2020-11-01 | 61.5217644513 |
| 2020-12-01 | 61.4010369076 |
| 2021-01-01 | 61.7066484104 |
| 2021-02-01 | 61.3814033274 |
| 2021-03-01 | 61.1883268369 |
| 2021-04-01 | 61.0676497184 |
| 2021-05-01 | 60.8861571833 |
| 2021-06-01 | 60.7982349434 |
| 2021-07-01 | 61.1287915247 |
| 2021-08-01 | 61.2504297507 |
| 2021-09-01 | 61.3260105600 |
| 2021-10-01 | 61.9919644401 |
| 2021-11-01 | 62.4134932161 |
| 2021-12-01 | 62.6064356956 |
| 2022-01-01 | 62.6930774767 |
| 2022-02-01 | 62.9482651857 |
| 2022-03-01 | 63.2343986105 |
| 2022-04-01 | 63.3373557452 |
| 2022-05-01 | 63.3684263812 |
| 2022-06-01 | 63.1271846155 |
| 2022-07-01 | 63.5714425514 |
| 2022-08-01 | 63.7438795253 |
| 2022-09-01 | 63.8429151214 |
| 2022-10-01 | 63.8851878233 |
| 2022-11-01 | 64.0019890094 |
| 2022-12-01 | 63.8945080919 |
| 2023-01-01 | 63.9858253380 |
| 2023-02-01 | 63.9193007777 |
| 2023-03-01 | 63.9795529830 |
| 2023-04-01 | 63.8932023038 |
| 2023-05-01 | 64.0321767399 |
| 2023-06-01 | 64.1593344860 |
| 2023-07-01 | 64.1209036619 |
| 2023-08-01 | 64.0433112193 |
| 2023-09-01 | 63.9600999594 |
| 2023-10-01 | 63.5930773285 |
| 2023-11-01 | 63.6760645284 |
| 2023-12-01 | 63.8803761771 |
| 2024-01-01 | 63.8745280841 |
| 2024-02-01 | 63.8992821288 |
| 2024-03-01 | 63.9404881051 |
| 2024-04-01 | 63.9475199364 |
| 2024-05-01 | 64.0939436339 |
| 2024-06-01 | 63.9865725671 |
| 2024-07-01 | 63.8635908327 |
| 2024-08-01 | 63.8341412231 |
| 2024-09-01 | 63.8691664909 |
| 2024-10-01 | 63.9085138412 |
| 2024-11-01 | 63.9551484764 |
| 2024-12-01 | 63.8560044461 |
| 2025-01-01 | 63.9611838914 |
| 2025-02-01 | 64.0886803270 |
| 2025-03-01 | 64.0202426951 |
| 2025-04-01 | 64.2135807863 |
| 2025-05-01 | 64.0605413399 |
| 2025-06-01 | 64.0070915728 |
| 2025-07-01 | 64.1056802065 |
| 2025-08-01 | 63.9956441041 |
| 2025-09-01 | 63.7701747500 |
| 2025-10-01 | 64.1178610433 |
| 2025-11-01 | 64.2359301372 |
| 2025-12-01 | 64.4394736714 |
| 2026-01-01 | 63.8467514396 |
| 2026-02-01 | 63.3802712560 |
| 2026-03-01 | 63.6150270625 |
| 2026-04-01 | 62.6880827942 |
| 2026-05-01 | 63.3462505432 |
| 2026-06-01 | 62.8302783268 |
| 2026-07-01 | 62.7275146266 |
| 2026-08-01 | 63.3320170945 |