Table Data - All Employees: Wholesale Trade: Merchant Wholesalers, Durable Goods in Pennsylvania
| Title | All Employees: Wholesale Trade: Merchant Wholesalers, Durable Goods in Pennsylvania |
|---|---|
| Series ID | SMU42000004142300001SA |
| 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 10:21 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 | 114.6096112927 |
| 1990-02-01 | 115.3685619588 |
| 1990-03-01 | 115.3484933171 |
| 1990-04-01 | 115.3167835071 |
| 1990-05-01 | 114.5136143831 |
| 1990-06-01 | 114.7575956357 |
| 1990-07-01 | 114.4232306789 |
| 1990-08-01 | 112.6473450850 |
| 1990-09-01 | 113.1831221005 |
| 1990-10-01 | 111.7013909842 |
| 1990-11-01 | 111.8538717180 |
| 1990-12-01 | 111.0007063667 |
| 1991-01-01 | 110.2834428228 |
| 1991-02-01 | 109.4488115451 |
| 1991-03-01 | 109.0425344809 |
| 1991-04-01 | 107.9997784903 |
| 1991-05-01 | 107.7134655882 |
| 1991-06-01 | 107.4031791204 |
| 1991-07-01 | 106.9422296349 |
| 1991-08-01 | 106.8805317033 |
| 1991-09-01 | 106.8959597520 |
| 1991-10-01 | 106.0901973667 |
| 1991-11-01 | 105.8389203276 |
| 1991-12-01 | 105.6728123353 |
| 1992-01-01 | 105.6427813926 |
| 1992-02-01 | 105.6237159499 |
| 1992-03-01 | 105.4203217792 |
| 1992-04-01 | 105.7724466763 |
| 1992-05-01 | 105.8283688860 |
| 1992-06-01 | 105.8843704380 |
| 1992-07-01 | 105.4870606849 |
| 1992-08-01 | 105.3345268026 |
| 1992-09-01 | 104.9258500940 |
| 1992-10-01 | 105.5696423577 |
| 1992-11-01 | 105.2108265797 |
| 1992-12-01 | 105.3044034850 |
| 1993-01-01 | 105.5977827027 |
| 1993-02-01 | 106.1803637508 |
| 1993-03-01 | 105.7954379191 |
| 1993-04-01 | 105.8470507176 |
| 1993-05-01 | 105.9612584907 |
| 1993-06-01 | 105.8759736153 |
| 1993-07-01 | 106.2349343757 |
| 1993-08-01 | 106.2950515099 |
| 1993-09-01 | 106.6676280984 |
| 1993-10-01 | 107.2762656522 |
| 1993-11-01 | 107.4568894070 |
| 1993-12-01 | 107.8142418394 |
| 1994-01-01 | 108.0662378722 |
| 1994-02-01 | 108.1328236901 |
| 1994-03-01 | 108.2277276424 |
| 1994-04-01 | 108.7364960262 |
| 1994-05-01 | 109.1071886837 |
| 1994-06-01 | 109.3568091950 |
| 1994-07-01 | 109.8771365442 |
| 1994-08-01 | 110.3671158478 |
| 1994-09-01 | 110.9184892149 |
| 1994-10-01 | 111.2057719051 |
| 1994-11-01 | 111.4036276782 |
| 1994-12-01 | 111.5115992136 |
| 1995-01-01 | 111.3491149038 |
| 1995-02-01 | 112.0638447422 |
| 1995-03-01 | 112.6701278531 |
| 1995-04-01 | 113.0504125803 |
| 1995-05-01 | 112.9499133199 |
| 1995-06-01 | 112.9885860573 |
| 1995-07-01 | 113.3012605736 |
| 1995-08-01 | 113.5284530420 |
| 1995-09-01 | 114.0699345852 |
| 1995-10-01 | 113.7564034432 |
| 1995-11-01 | 113.7562870444 |
| 1995-12-01 | 113.9442138673 |
| 1996-01-01 | 112.8464817075 |
| 1996-02-01 | 113.9021644818 |
| 1996-03-01 | 113.8961208481 |
| 1996-04-01 | 113.6798396063 |
| 1996-05-01 | 114.0879607594 |
| 1996-06-01 | 114.4820789840 |
| 1996-07-01 | 115.0102849348 |
| 1996-08-01 | 115.4523872723 |
| 1996-09-01 | 115.7225474927 |
| 1996-10-01 | 115.9155199942 |
| 1996-11-01 | 116.6561106833 |
| 1996-12-01 | 116.9075598742 |
| 1997-01-01 | 116.4373921381 |
| 1997-02-01 | 117.2152185185 |
| 1997-03-01 | 117.6571674954 |
| 1997-04-01 | 117.7197571256 |
| 1997-05-01 | 117.8222628504 |
| 1997-06-01 | 117.9428208375 |
| 1997-07-01 | 116.4984993568 |
| 1997-08-01 | 117.6477831666 |
| 1997-09-01 | 118.0667320667 |
| 1997-10-01 | 118.0698225580 |
| 1997-11-01 | 118.3890325131 |
| 1997-12-01 | 118.7279169753 |
| 1998-01-01 | 117.6137607574 |
| 1998-02-01 | 118.0315025156 |
| 1998-03-01 | 117.9011646504 |
| 1998-04-01 | 119.4648613504 |
| 1998-05-01 | 119.6680060966 |
| 1998-06-01 | 119.6112603092 |
| 1998-07-01 | 118.7632287519 |
| 1998-08-01 | 119.2286367013 |
| 1998-09-01 | 119.3825998504 |
| 1998-10-01 | 120.1058866387 |
| 1998-11-01 | 120.0611421247 |
| 1998-12-01 | 119.4532114465 |
| 1999-01-01 | 120.3824789788 |
| 1999-02-01 | 120.6654492272 |
| 1999-03-01 | 121.1594913780 |
| 1999-04-01 | 122.3271680422 |
| 1999-05-01 | 122.4145368598 |
| 1999-06-01 | 122.8877765768 |
| 1999-07-01 | 123.6074218927 |
| 1999-08-01 | 124.5056520830 |
| 1999-09-01 | 124.5636200447 |
| 1999-10-01 | 124.8964520858 |
| 1999-11-01 | 125.2358833721 |
| 1999-12-01 | 125.6002934931 |
| 2000-01-01 | 123.7726369922 |
| 2000-02-01 | 124.0429497798 |
| 2000-03-01 | 124.0186183986 |
| 2000-04-01 | 126.5891663549 |
| 2000-05-01 | 126.0664475050 |
| 2000-06-01 | 126.6835217963 |
| 2000-07-01 | 126.7349163831 |
| 2000-08-01 | 126.8549255576 |
| 2000-09-01 | 127.3054272504 |
| 2000-10-01 | 126.7800151251 |
| 2000-11-01 | 126.2131623664 |
| 2000-12-01 | 126.5210540715 |
| 2001-01-01 | 126.9900913996 |
| 2001-02-01 | 126.9670598314 |
| 2001-03-01 | 126.8107362292 |
| 2001-04-01 | 126.0507859973 |
| 2001-05-01 | 125.6094957711 |
| 2001-06-01 | 125.3796202286 |
| 2001-07-01 | 125.1400503411 |
| 2001-08-01 | 124.7902248948 |
| 2001-09-01 | 124.5279574438 |
| 2001-10-01 | 122.7539708499 |
| 2001-11-01 | 122.5690427243 |
| 2001-12-01 | 122.5583833939 |
| 2002-01-01 | 122.0296407113 |
| 2002-02-01 | 121.5249806006 |
| 2002-03-01 | 121.5342301933 |
| 2002-04-01 | 120.9931208451 |
| 2002-05-01 | 120.9307622896 |
| 2002-06-01 | 120.5688337624 |
| 2002-07-01 | 120.1434788182 |
| 2002-08-01 | 119.6109227093 |
| 2002-09-01 | 119.4485441704 |
| 2002-10-01 | 119.3428903050 |
| 2002-11-01 | 118.9083081253 |
| 2002-12-01 | 118.5665369697 |
| 2003-01-01 | 118.2921485477 |
| 2003-02-01 | 118.4079517274 |
| 2003-03-01 | 118.1155083038 |
| 2003-04-01 | 118.0206413257 |
| 2003-05-01 | 118.3148858909 |
| 2003-06-01 | 117.8356254795 |
| 2003-07-01 | 117.3563183145 |
| 2003-08-01 | 117.6285242952 |
| 2003-09-01 | 117.6821037498 |
| 2003-10-01 | 117.5163358469 |
| 2003-11-01 | 117.5249929340 |
| 2003-12-01 | 117.9960328757 |
| 2004-01-01 | 117.6587936819 |
| 2004-02-01 | 117.5882516666 |
| 2004-03-01 | 117.8365478058 |
| 2004-04-01 | 117.9298699266 |
| 2004-05-01 | 117.9883213321 |
| 2004-06-01 | 118.1002638983 |
| 2004-07-01 | 118.4871406491 |
| 2004-08-01 | 118.6263145543 |
| 2004-09-01 | 118.6211921660 |
| 2004-10-01 | 118.7169122259 |
| 2004-11-01 | 118.7140988418 |
| 2004-12-01 | 118.8040378782 |
| 2005-01-01 | 119.1190738932 |
| 2005-02-01 | 119.2691079685 |
| 2005-03-01 | 119.1785487304 |
| 2005-04-01 | 119.8353490660 |
| 2005-05-01 | 119.8619687909 |
| 2005-06-01 | 119.9796191479 |
| 2005-07-01 | 120.1326464468 |
| 2005-08-01 | 120.3343172250 |
| 2005-09-01 | 120.3488589417 |
| 2005-10-01 | 120.7123394998 |
| 2005-11-01 | 120.9918582781 |
| 2005-12-01 | 121.3297488876 |
| 2006-01-01 | 121.2505201928 |
| 2006-02-01 | 121.7229159867 |
| 2006-03-01 | 121.8050231557 |
| 2006-04-01 | 122.0502622674 |
| 2006-05-01 | 122.4403519561 |
| 2006-06-01 | 122.7680369461 |
| 2006-07-01 | 122.8112305013 |
| 2006-08-01 | 123.0794519190 |
| 2006-09-01 | 123.1842505454 |
| 2006-10-01 | 123.2085944706 |
| 2006-11-01 | 123.2569765070 |
| 2006-12-01 | 123.0259134249 |
| 2007-01-01 | 123.5712634104 |
| 2007-02-01 | 123.0608167252 |
| 2007-03-01 | 123.8070042209 |
| 2007-04-01 | 123.7776557889 |
| 2007-05-01 | 123.6995246830 |
| 2007-06-01 | 123.8600081789 |
| 2007-07-01 | 124.0146964139 |
| 2007-08-01 | 123.6681145364 |
| 2007-09-01 | 123.5343397642 |
| 2007-10-01 | 123.3872519177 |
| 2007-11-01 | 123.6384587664 |
| 2007-12-01 | 123.5387896444 |
| 2008-01-01 | 123.3863307317 |
| 2008-02-01 | 123.3676730284 |
| 2008-03-01 | 123.2565301532 |
| 2008-04-01 | 123.2872475323 |
| 2008-05-01 | 123.1432954105 |
| 2008-06-01 | 122.7528077583 |
| 2008-07-01 | 122.7344252466 |
| 2008-08-01 | 122.2979706437 |
| 2008-09-01 | 121.9194335998 |
| 2008-10-01 | 121.2794531027 |
| 2008-11-01 | 119.9394467219 |
| 2008-12-01 | 118.9604096783 |
| 2009-01-01 | 117.8960790916 |
| 2009-02-01 | 116.6484705491 |
| 2009-03-01 | 115.4596020870 |
| 2009-04-01 | 114.3652750200 |
| 2009-05-01 | 113.5773206192 |
| 2009-06-01 | 112.8517944895 |
| 2009-07-01 | 112.0497541804 |
| 2009-08-01 | 111.6429894723 |
| 2009-09-01 | 111.4341591598 |
| 2009-10-01 | 111.2813191221 |
| 2009-11-01 | 111.1856729797 |
| 2009-12-01 | 111.3082520848 |
| 2010-01-01 | 110.9863777699 |
| 2010-02-01 | 110.6040142041 |
| 2010-03-01 | 110.8148081727 |
| 2010-04-01 | 111.0207145778 |
| 2010-05-01 | 111.2125463689 |
| 2010-06-01 | 111.3472087658 |
| 2010-07-01 | 111.3753300966 |
| 2010-08-01 | 111.4924083990 |
| 2010-09-01 | 111.4781878694 |
| 2010-10-01 | 111.7050954371 |
| 2010-11-01 | 111.7435146115 |
| 2010-12-01 | 111.7471158682 |
| 2011-01-01 | 111.6687054422 |
| 2011-02-01 | 111.8451701225 |
| 2011-03-01 | 112.0492750380 |
| 2011-04-01 | 112.3837188874 |
| 2011-05-01 | 112.0765051314 |
| 2011-06-01 | 111.8408316920 |
| 2011-07-01 | 111.8862213362 |
| 2011-08-01 | 111.8189613138 |
| 2011-09-01 | 111.9271175402 |
| 2011-10-01 | 112.0462586309 |
| 2011-11-01 | 112.1018094396 |
| 2011-12-01 | 112.1713157712 |
| 2012-01-01 | 112.4442564693 |
| 2012-02-01 | 112.6866904131 |
| 2012-03-01 | 113.1714136469 |
| 2012-04-01 | 113.0702199924 |
| 2012-05-01 | 112.8783464933 |
| 2012-06-01 | 112.9490791214 |
| 2012-07-01 | 112.7806264606 |
| 2012-08-01 | 112.6238981260 |
| 2012-09-01 | 112.5777511668 |
| 2012-10-01 | 112.4912122411 |
| 2012-11-01 | 112.3277330499 |
| 2012-12-01 | 112.3763718920 |
| 2013-01-01 | 112.6099383338 |
| 2013-02-01 | 112.6340106297 |
| 2013-03-01 | 112.9197653661 |
| 2013-04-01 | 112.5767366606 |
| 2013-05-01 | 112.5180881890 |
| 2013-06-01 | 112.2758538604 |
| 2013-07-01 | 112.0546361098 |
| 2013-08-01 | 112.1174800037 |
| 2013-09-01 | 112.3068873477 |
| 2013-10-01 | 111.9267634349 |
| 2013-11-01 | 111.8389221080 |
| 2013-12-01 | 111.7671731953 |
| 2014-01-01 | 111.5640470704 |
| 2014-02-01 | 111.3738304437 |
| 2014-03-01 | 111.4876007447 |
| 2014-04-01 | 111.3123656043 |
| 2014-05-01 | 111.3762278275 |
| 2014-06-01 | 111.6109866573 |
| 2014-07-01 | 112.0440131124 |
| 2014-08-01 | 112.0120611302 |
| 2014-09-01 | 112.0229021929 |
| 2014-10-01 | 111.9395133602 |
| 2014-11-01 | 112.0260727772 |
| 2014-12-01 | 112.0521582627 |
| 2015-01-01 | 111.7163760797 |
| 2015-02-01 | 111.6136271651 |
| 2015-03-01 | 111.3692869082 |
| 2015-04-01 | 111.2563763819 |
| 2015-05-01 | 111.1533230364 |
| 2015-06-01 | 111.0426624650 |
| 2015-07-01 | 110.9305299362 |
| 2015-08-01 | 110.8175967181 |
| 2015-09-01 | 110.3365303414 |
| 2015-10-01 | 110.3377131361 |
| 2015-11-01 | 110.1054223696 |
| 2015-12-01 | 109.7362689504 |
| 2016-01-01 | 109.5710405847 |
| 2016-02-01 | 109.2505719132 |
| 2016-03-01 | 109.0528677251 |
| 2016-04-01 | 108.9939103801 |
| 2016-05-01 | 108.8293569412 |
| 2016-06-01 | 108.4790997582 |
| 2016-07-01 | 108.3368271861 |
| 2016-08-01 | 108.0268536839 |
| 2016-09-01 | 108.0476845229 |
| 2016-10-01 | 107.8152759053 |
| 2016-11-01 | 107.7807765053 |
| 2016-12-01 | 107.6306443399 |
| 2017-01-01 | 108.2233879158 |
| 2017-02-01 | 108.1977462115 |
| 2017-03-01 | 108.1432335515 |
| 2017-04-01 | 108.0094431737 |
| 2017-05-01 | 108.1035455851 |
| 2017-06-01 | 108.2200888013 |
| 2017-07-01 | 108.2574607248 |
| 2017-08-01 | 108.4422539455 |
| 2017-09-01 | 108.6423482040 |
| 2017-10-01 | 108.7891223161 |
| 2017-11-01 | 108.8585732067 |
| 2017-12-01 | 108.9196036148 |
| 2018-01-01 | 109.0798145111 |
| 2018-02-01 | 109.3613155559 |
| 2018-03-01 | 109.4275050227 |
| 2018-04-01 | 109.5174927914 |
| 2018-05-01 | 109.4686205889 |
| 2018-06-01 | 109.7634445052 |
| 2018-07-01 | 109.7974756675 |
| 2018-08-01 | 109.6492500835 |
| 2018-09-01 | 109.6349576268 |
| 2018-10-01 | 109.7593346944 |
| 2018-11-01 | 109.8301579741 |
| 2018-12-01 | 109.8964853051 |
| 2019-01-01 | 110.0552652610 |
| 2019-02-01 | 109.9557232748 |
| 2019-03-01 | 109.8019165939 |
| 2019-04-01 | 110.1141747900 |
| 2019-05-01 | 110.1231477759 |
| 2019-06-01 | 110.2020483191 |
| 2019-07-01 | 110.2289915705 |
| 2019-08-01 | 110.3562512125 |
| 2019-09-01 | 110.3265806603 |
| 2019-10-01 | 110.2512654428 |
| 2019-11-01 | 110.2051379658 |
| 2019-12-01 | 110.2711052029 |
| 2020-01-01 | 110.3418057995 |
| 2020-02-01 | 110.4682715792 |
| 2020-03-01 | 110.4647884843 |
| 2020-04-01 | 97.9907077609 |
| 2020-05-01 | 100.4602688259 |
| 2020-06-01 | 103.1181593118 |
| 2020-07-01 | 103.7621215329 |
| 2020-08-01 | 104.4677291059 |
| 2020-09-01 | 105.0283408347 |
| 2020-10-01 | 105.5639164989 |
| 2020-11-01 | 106.0002041154 |
| 2020-12-01 | 106.2535849885 |
| 2021-01-01 | 106.4330462433 |
| 2021-02-01 | 106.6850042710 |
| 2021-03-01 | 107.2255475407 |
| 2021-04-01 | 107.1427559087 |
| 2021-05-01 | 107.4650816896 |
| 2021-06-01 | 107.4093100011 |
| 2021-07-01 | 108.0904652015 |
| 2021-08-01 | 108.3013420796 |
| 2021-09-01 | 108.5221968269 |
| 2021-10-01 | 109.1093960573 |
| 2021-11-01 | 109.5267715713 |
| 2021-12-01 | 109.9586643182 |
| 2022-01-01 | 109.9265285986 |
| 2022-02-01 | 110.5857017847 |
| 2022-03-01 | 111.0682367887 |
| 2022-04-01 | 111.3890753742 |
| 2022-05-01 | 111.7450097322 |
| 2022-06-01 | 111.5711559930 |
| 2022-07-01 | 112.3063662896 |
| 2022-08-01 | 112.5489907697 |
| 2022-09-01 | 112.7253924386 |
| 2022-10-01 | 112.7677643720 |
| 2022-11-01 | 112.9832064629 |
| 2022-12-01 | 113.0917256805 |
| 2023-01-01 | 113.4289744437 |
| 2023-02-01 | 113.6622182020 |
| 2023-03-01 | 113.9171163958 |
| 2023-04-01 | 114.0308663479 |
| 2023-05-01 | 113.9062836278 |
| 2023-06-01 | 114.0058636541 |
| 2023-07-01 | 113.9022878642 |
| 2023-08-01 | 114.0059484580 |
| 2023-09-01 | 114.1329347636 |
| 2023-10-01 | 114.2281126508 |
| 2023-11-01 | 114.3567736059 |
| 2023-12-01 | 114.6483069189 |
| 2024-01-01 | 114.4322769076 |
| 2024-02-01 | 114.2288475989 |
| 2024-03-01 | 114.1773741680 |
| 2024-04-01 | 114.2738935540 |
| 2024-05-01 | 114.2591827101 |
| 2024-06-01 | 114.3448715820 |
| 2024-07-01 | 114.2869906180 |
| 2024-08-01 | 114.3481615301 |
| 2024-09-01 | 114.5490798296 |
| 2024-10-01 | 114.4732888607 |
| 2024-11-01 | 114.5271146783 |
| 2024-12-01 | 114.5984121160 |
| 2025-01-01 | 114.6393330752 |
| 2025-02-01 | 114.5955943939 |
| 2025-03-01 | 114.5653114595 |
| 2025-04-01 | 114.3310212568 |
| 2025-05-01 | 114.7147715521 |
| 2025-06-01 | 114.2977624732 |
| 2025-07-01 | 114.4678471995 |
| 2025-08-01 | 114.5755132547 |
| 2025-09-01 | 114.6613120703 |
| 2025-10-01 | 114.9988791984 |
| 2025-11-01 | 114.4769505289 |
| 2025-12-01 | 115.0357872411 |
| 2026-01-01 | 115.5504011007 |
| 2026-02-01 | 116.1735272674 |
| 2026-03-01 | 116.1600218672 |
| 2026-04-01 | 117.3096199634 |
| 2026-05-01 | 117.0798163945 |
| 2026-06-01 | 117.7782830818 |
| 2026-07-01 | 118.0449169194 |
| 2026-08-01 | 117.7844860312 |
| 2026-09-01 | 117.9808571248 |