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 2025-12-01 |
| Last Updated | 2026-01-28 2:18 AM CST |
| 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 | 63.1869546116890 |
| 1990-02-01 | 62.9476383752829 |
| 1990-03-01 | 63.0397151187181 |
| 1990-04-01 | 62.5405175897421 |
| 1990-05-01 | 62.5833588226342 |
| 1990-06-01 | 62.5242610710234 |
| 1990-07-01 | 62.3043753256653 |
| 1990-08-01 | 62.5387754962500 |
| 1990-09-01 | 62.5576587711680 |
| 1990-10-01 | 62.2652373969350 |
| 1990-11-01 | 62.1500528394074 |
| 1990-12-01 | 61.9828378591842 |
| 1991-01-01 | 61.9821503586184 |
| 1991-02-01 | 61.9186994267553 |
| 1991-03-01 | 61.8316809602138 |
| 1991-04-01 | 62.0278415756646 |
| 1991-05-01 | 61.8939415426451 |
| 1991-06-01 | 61.9395665218877 |
| 1991-07-01 | 61.9142289735931 |
| 1991-08-01 | 61.9365641478968 |
| 1991-09-01 | 61.9527558117511 |
| 1991-10-01 | 62.2837918914609 |
| 1991-11-01 | 62.3733575331328 |
| 1991-12-01 | 62.3992404684519 |
| 1992-01-01 | 62.3720049789379 |
| 1992-02-01 | 62.2607870686442 |
| 1992-03-01 | 62.1153578569604 |
| 1992-04-01 | 62.0875008307604 |
| 1992-05-01 | 62.2097798661389 |
| 1992-06-01 | 62.2807936261915 |
| 1992-07-01 | 62.4203848829323 |
| 1992-08-01 | 62.0480616392632 |
| 1992-09-01 | 61.9670890684476 |
| 1992-10-01 | 62.4991950423482 |
| 1992-11-01 | 62.0017333980912 |
| 1992-12-01 | 62.0081512008558 |
| 1993-01-01 | 61.4664958537567 |
| 1993-02-01 | 61.5708646287584 |
| 1993-03-01 | 61.1677049428486 |
| 1993-04-01 | 61.8692697933417 |
| 1993-05-01 | 61.8240787806521 |
| 1993-06-01 | 61.6195763942001 |
| 1993-07-01 | 61.5506161154536 |
| 1993-08-01 | 61.4826676084930 |
| 1993-09-01 | 61.2829072374814 |
| 1993-10-01 | 60.7006872703140 |
| 1993-11-01 | 60.3278389140761 |
| 1993-12-01 | 60.5997364173238 |
| 1994-01-01 | 60.9721281099396 |
| 1994-02-01 | 60.8842320773422 |
| 1994-03-01 | 61.1155227520332 |
| 1994-04-01 | 60.0455197686766 |
| 1994-05-01 | 60.1166643765841 |
| 1994-06-01 | 60.2656680315359 |
| 1994-07-01 | 60.2949623542932 |
| 1994-08-01 | 60.5325726565406 |
| 1994-09-01 | 60.6148155521289 |
| 1994-10-01 | 60.4849241814448 |
| 1994-11-01 | 60.4298857681595 |
| 1994-12-01 | 59.9962781953375 |
| 1995-01-01 | 60.6868599549008 |
| 1995-02-01 | 60.7128173342299 |
| 1995-03-01 | 60.8441580845524 |
| 1995-04-01 | 60.9406033219846 |
| 1995-05-01 | 60.8024458688610 |
| 1995-06-01 | 60.6742170353284 |
| 1995-07-01 | 60.9598922013203 |
| 1995-08-01 | 61.0011122874392 |
| 1995-09-01 | 61.0510601669747 |
| 1995-10-01 | 61.1443280241996 |
| 1995-11-01 | 61.1174274454122 |
| 1995-12-01 | 61.1972075953742 |
| 1996-01-01 | 60.9129082481929 |
| 1996-02-01 | 61.0901426004591 |
| 1996-03-01 | 60.9853573451667 |
| 1996-04-01 | 60.6179691703202 |
| 1996-05-01 | 60.7745268120826 |
| 1996-06-01 | 60.7419423241978 |
| 1996-07-01 | 60.4188803896360 |
| 1996-08-01 | 60.3588740188410 |
| 1996-09-01 | 60.3923029317833 |
| 1996-10-01 | 61.6113916662592 |
| 1996-11-01 | 61.7107028666735 |
| 1996-12-01 | 61.9293413523028 |
| 1997-01-01 | 62.0450978912632 |
| 1997-02-01 | 62.0851315925879 |
| 1997-03-01 | 61.9314462730843 |
| 1997-04-01 | 62.2009011319084 |
| 1997-05-01 | 62.5369794670470 |
| 1997-06-01 | 62.4421469039103 |
| 1997-07-01 | 62.9712219567953 |
| 1997-08-01 | 63.0070888766763 |
| 1997-09-01 | 63.1298522625537 |
| 1997-10-01 | 63.7931163254870 |
| 1997-11-01 | 63.7346203427711 |
| 1997-12-01 | 63.8916689747895 |
| 1998-01-01 | 63.3553804165491 |
| 1998-02-01 | 63.2977652395031 |
| 1998-03-01 | 63.4164833207705 |
| 1998-04-01 | 64.4604460869013 |
| 1998-05-01 | 64.2006874587428 |
| 1998-06-01 | 64.0326666566083 |
| 1998-07-01 | 63.9789890631590 |
| 1998-08-01 | 63.8069202367512 |
| 1998-09-01 | 63.9493757157428 |
| 1998-10-01 | 64.3284471267347 |
| 1998-11-01 | 64.3988743296638 |
| 1998-12-01 | 64.2827239891766 |
| 1999-01-01 | 64.1398525201131 |
| 1999-02-01 | 64.0938447352156 |
| 1999-03-01 | 64.4064637030258 |
| 1999-04-01 | 65.5204442821099 |
| 1999-05-01 | 65.5833755604365 |
| 1999-06-01 | 65.8414596772074 |
| 1999-07-01 | 65.4531165420435 |
| 1999-08-01 | 65.6768596591905 |
| 1999-09-01 | 67.5595834801678 |
| 1999-10-01 | 66.9871352143394 |
| 1999-11-01 | 66.8877353895094 |
| 1999-12-01 | 66.7618097353542 |
| 2000-01-01 | 67.1983355752081 |
| 2000-02-01 | 67.3915495321503 |
| 2000-03-01 | 67.3992642489507 |
| 2000-04-01 | 69.0962142726578 |
| 2000-05-01 | 68.9782666613077 |
| 2000-06-01 | 68.8022065700577 |
| 2000-07-01 | 68.2026529819862 |
| 2000-08-01 | 68.2190755006052 |
| 2000-09-01 | 68.2546906065604 |
| 2000-10-01 | 68.5555954867268 |
| 2000-11-01 | 68.4799280054511 |
| 2000-12-01 | 68.1998494562930 |
| 2001-01-01 | 68.5688025918000 |
| 2001-02-01 | 68.5771720236480 |
| 2001-03-01 | 68.3781083302648 |
| 2001-04-01 | 68.9100672910468 |
| 2001-05-01 | 68.8809053201924 |
| 2001-06-01 | 69.3130902513602 |
| 2001-07-01 | 69.7427452953593 |
| 2001-08-01 | 69.6684494994473 |
| 2001-09-01 | 69.6540973651460 |
| 2001-10-01 | 69.3872531911486 |
| 2001-11-01 | 69.4420087162255 |
| 2001-12-01 | 69.5928735608658 |
| 2002-01-01 | 70.0412644996038 |
| 2002-02-01 | 69.7810025199535 |
| 2002-03-01 | 69.6870481055668 |
| 2002-04-01 | 69.3349696078428 |
| 2002-05-01 | 69.7854069816243 |
| 2002-06-01 | 69.7807694316116 |
| 2002-07-01 | 70.0700096112050 |
| 2002-08-01 | 70.0198894489696 |
| 2002-09-01 | 69.8415755187463 |
| 2002-10-01 | 69.6873029468114 |
| 2002-11-01 | 69.7735987104297 |
| 2002-12-01 | 69.8475250637885 |
| 2003-01-01 | 69.9453253928969 |
| 2003-02-01 | 69.8040468551558 |
| 2003-03-01 | 70.0981664227429 |
| 2003-04-01 | 69.5676052285935 |
| 2003-05-01 | 69.4890981543083 |
| 2003-06-01 | 69.1663230174109 |
| 2003-07-01 | 68.8124071290010 |
| 2003-08-01 | 68.7875122391360 |
| 2003-09-01 | 68.8316723654123 |
| 2003-10-01 | 69.0462989494380 |
| 2003-11-01 | 69.2595548254259 |
| 2003-12-01 | 68.9072329372254 |
| 2004-01-01 | 68.5561163150829 |
| 2004-02-01 | 68.5498221503909 |
| 2004-03-01 | 68.5245869025384 |
| 2004-04-01 | 68.1997476408861 |
| 2004-05-01 | 67.9895862728354 |
| 2004-06-01 | 68.1205456235834 |
| 2004-07-01 | 68.2903609891663 |
| 2004-08-01 | 67.9730318731138 |
| 2004-09-01 | 67.7127135002256 |
| 2004-10-01 | 67.4934328564114 |
| 2004-11-01 | 67.3226049928423 |
| 2004-12-01 | 67.2794396351787 |
| 2005-01-01 | 67.1790286119003 |
| 2005-02-01 | 67.0770731556185 |
| 2005-03-01 | 67.0557718841260 |
| 2005-04-01 | 67.3333192693836 |
| 2005-05-01 | 67.4006960579325 |
| 2005-06-01 | 67.2426562025091 |
| 2005-07-01 | 67.4749013063254 |
| 2005-08-01 | 67.5794854165201 |
| 2005-09-01 | 67.7132922387036 |
| 2005-10-01 | 67.5264104853897 |
| 2005-11-01 | 67.3684999141113 |
| 2005-12-01 | 67.5837124281897 |
| 2006-01-01 | 67.4826268920929 |
| 2006-02-01 | 67.4872521982853 |
| 2006-03-01 | 67.5102430314579 |
| 2006-04-01 | 67.4573065622587 |
| 2006-05-01 | 67.4150973348893 |
| 2006-06-01 | 67.2430161473432 |
| 2006-07-01 | 66.9566470222227 |
| 2006-08-01 | 67.1002786201390 |
| 2006-09-01 | 67.0176257758001 |
| 2006-10-01 | 66.9687144856419 |
| 2006-11-01 | 66.9284741864520 |
| 2006-12-01 | 66.5972726751885 |
| 2007-01-01 | 66.7799393861342 |
| 2007-02-01 | 66.6732540965986 |
| 2007-03-01 | 66.7492165460062 |
| 2007-04-01 | 66.9843113895862 |
| 2007-05-01 | 67.1312985043179 |
| 2007-06-01 | 67.4409271333071 |
| 2007-07-01 | 67.7388080781871 |
| 2007-08-01 | 67.5157844305214 |
| 2007-09-01 | 67.5363805728521 |
| 2007-10-01 | 67.8200392960074 |
| 2007-11-01 | 68.2001265895153 |
| 2007-12-01 | 68.3325986707204 |
| 2008-01-01 | 68.1598033269587 |
| 2008-02-01 | 68.2500836759314 |
| 2008-03-01 | 68.0694853367959 |
| 2008-04-01 | 67.5071508201065 |
| 2008-05-01 | 67.6381396694252 |
| 2008-06-01 | 67.5350702851533 |
| 2008-07-01 | 67.5338809871528 |
| 2008-08-01 | 67.2365789321634 |
| 2008-09-01 | 67.0531848940996 |
| 2008-10-01 | 66.9857440132544 |
| 2008-11-01 | 66.7895652686081 |
| 2008-12-01 | 66.5601472331846 |
| 2009-01-01 | 66.3505721522114 |
| 2009-02-01 | 66.1208992740510 |
| 2009-03-01 | 65.8575125528886 |
| 2009-04-01 | 65.5305269035406 |
| 2009-05-01 | 65.5455686706256 |
| 2009-06-01 | 65.4349685671459 |
| 2009-07-01 | 65.2239947089739 |
| 2009-08-01 | 65.0460260283094 |
| 2009-09-01 | 64.9611193534662 |
| 2009-10-01 | 64.8755243826393 |
| 2009-11-01 | 64.5949523541293 |
| 2009-12-01 | 64.4900118255774 |
| 2010-01-01 | 64.7415770515492 |
| 2010-02-01 | 64.3041870568345 |
| 2010-03-01 | 64.4378409225344 |
| 2010-04-01 | 64.5431789994739 |
| 2010-05-01 | 64.5391485504527 |
| 2010-06-01 | 64.4308899024894 |
| 2010-07-01 | 64.5237884417804 |
| 2010-08-01 | 64.6455120831376 |
| 2010-09-01 | 64.5450266085693 |
| 2010-10-01 | 64.6922439173223 |
| 2010-11-01 | 64.6172827910206 |
| 2010-12-01 | 64.4126647694710 |
| 2011-01-01 | 64.7376374701872 |
| 2011-02-01 | 64.8025941914150 |
| 2011-03-01 | 64.7114658398202 |
| 2011-04-01 | 64.7468624774359 |
| 2011-05-01 | 64.6275861791715 |
| 2011-06-01 | 64.5259746772959 |
| 2011-07-01 | 64.5274802984730 |
| 2011-08-01 | 64.5239403626589 |
| 2011-09-01 | 64.6284662631888 |
| 2011-10-01 | 64.6274705399822 |
| 2011-11-01 | 64.6307027720333 |
| 2011-12-01 | 64.6332687006894 |
| 2012-01-01 | 64.6302782965773 |
| 2012-02-01 | 64.6162706758009 |
| 2012-03-01 | 64.6988880317546 |
| 2012-04-01 | 64.4426333205081 |
| 2012-05-01 | 64.5233394724072 |
| 2012-06-01 | 64.5182145929610 |
| 2012-07-01 | 64.4229697101159 |
| 2012-08-01 | 64.2967755476198 |
| 2012-09-01 | 64.3136007522063 |
| 2012-10-01 | 64.1672380800459 |
| 2012-11-01 | 64.2297152706499 |
| 2012-12-01 | 64.4442397310279 |
| 2013-01-01 | 64.1269044060346 |
| 2013-02-01 | 64.2302725475553 |
| 2013-03-01 | 64.4011047832511 |
| 2013-04-01 | 64.4436755446507 |
| 2013-05-01 | 64.5302708325926 |
| 2013-06-01 | 64.7226453176015 |
| 2013-07-01 | 64.6961079307204 |
| 2013-08-01 | 64.8646366386049 |
| 2013-09-01 | 65.2039693004871 |
| 2013-10-01 | 65.0974292245844 |
| 2013-11-01 | 65.2211864990309 |
| 2013-12-01 | 65.3515797122891 |
| 2014-01-01 | 65.5181859175754 |
| 2014-02-01 | 65.6431654131212 |
| 2014-03-01 | 65.7256197795043 |
| 2014-04-01 | 65.7494067134230 |
| 2014-05-01 | 65.7458286259608 |
| 2014-06-01 | 65.7261980486259 |
| 2014-07-01 | 65.6645659443684 |
| 2014-08-01 | 65.6303375747096 |
| 2014-09-01 | 65.2949008829718 |
| 2014-10-01 | 65.2117586752262 |
| 2014-11-01 | 65.3161167569046 |
| 2014-12-01 | 65.2625575631752 |
| 2015-01-01 | 65.1111617754065 |
| 2015-02-01 | 64.8459134564941 |
| 2015-03-01 | 64.7580863452195 |
| 2015-04-01 | 64.6539472344606 |
| 2015-05-01 | 64.6605420263475 |
| 2015-06-01 | 64.2371668312762 |
| 2015-07-01 | 64.1312408428538 |
| 2015-08-01 | 63.9920284014154 |
| 2015-09-01 | 63.7989459600117 |
| 2015-10-01 | 63.7150534312982 |
| 2015-11-01 | 63.5106961077319 |
| 2015-12-01 | 63.2731855961875 |
| 2016-01-01 | 63.1095189061737 |
| 2016-02-01 | 63.0405676715322 |
| 2016-03-01 | 62.8896033946409 |
| 2016-04-01 | 62.8561438056923 |
| 2016-05-01 | 62.7809107156302 |
| 2016-06-01 | 62.6405478808812 |
| 2016-07-01 | 62.8072789412283 |
| 2016-08-01 | 62.6602654555542 |
| 2016-09-01 | 62.7035820343347 |
| 2016-10-01 | 62.6131277752440 |
| 2016-11-01 | 62.5057803017575 |
| 2016-12-01 | 62.4866434677498 |
| 2017-01-01 | 62.6107269966525 |
| 2017-02-01 | 62.5212366053063 |
| 2017-03-01 | 62.5068323451471 |
| 2017-04-01 | 62.6747387831821 |
| 2017-05-01 | 62.9048132025976 |
| 2017-06-01 | 63.2290087156552 |
| 2017-07-01 | 63.7008907648471 |
| 2017-08-01 | 63.7360089212793 |
| 2017-09-01 | 64.0078528009244 |
| 2017-10-01 | 64.2035438818556 |
| 2017-11-01 | 64.4076024814283 |
| 2017-12-01 | 64.9033815595326 |
| 2018-01-01 | 65.0984447074838 |
| 2018-02-01 | 65.3961768336908 |
| 2018-03-01 | 65.6090382725295 |
| 2018-04-01 | 65.6951064566181 |
| 2018-05-01 | 65.7411209540907 |
| 2018-06-01 | 65.6048635600665 |
| 2018-07-01 | 65.6173484821125 |
| 2018-08-01 | 65.6275738109227 |
| 2018-09-01 | 65.6124027080590 |
| 2018-10-01 | 65.7890332197055 |
| 2018-11-01 | 65.9158251722208 |
| 2018-12-01 | 65.9097605882960 |
| 2019-01-01 | 65.8873643583753 |
| 2019-02-01 | 66.0630208265562 |
| 2019-03-01 | 66.1830704947049 |
| 2019-04-01 | 66.3102860091228 |
| 2019-05-01 | 66.2816287577671 |
| 2019-06-01 | 66.2881795968874 |
| 2019-07-01 | 66.2528379338496 |
| 2019-08-01 | 66.1349323148222 |
| 2019-09-01 | 66.0249294084657 |
| 2019-10-01 | 65.7658947200631 |
| 2019-11-01 | 65.7191657221648 |
| 2019-12-01 | 65.6134573217670 |
| 2020-01-01 | 65.5707670367299 |
| 2020-02-01 | 65.4347571179766 |
| 2020-03-01 | 65.3415183596281 |
| 2020-04-01 | 59.1125928707396 |
| 2020-05-01 | 59.1185938928524 |
| 2020-06-01 | 59.7822070020600 |
| 2020-07-01 | 59.7892018522480 |
| 2020-08-01 | 60.0647651010502 |
| 2020-09-01 | 60.2314857952011 |
| 2020-10-01 | 59.9559790225484 |
| 2020-11-01 | 59.7219626176560 |
| 2020-12-01 | 59.6078782212332 |
| 2021-01-01 | 59.7565512707690 |
| 2021-02-01 | 59.5076407795537 |
| 2021-03-01 | 59.2922275333303 |
| 2021-04-01 | 59.2053056362667 |
| 2021-05-01 | 59.0411675691939 |
| 2021-06-01 | 58.6875519405544 |
| 2021-07-01 | 59.1262339969550 |
| 2021-08-01 | 59.2078813336976 |
| 2021-09-01 | 59.2301286229024 |
| 2021-10-01 | 59.9474380121304 |
| 2021-11-01 | 60.3320417389054 |
| 2021-12-01 | 60.4080127218770 |
| 2022-01-01 | 60.4308865824408 |
| 2022-02-01 | 60.7867289869638 |
| 2022-03-01 | 61.0563422508767 |
| 2022-04-01 | 61.0857912836152 |
| 2022-05-01 | 61.0480778883319 |
| 2022-06-01 | 60.5989149497606 |
| 2022-07-01 | 61.1417903942873 |
| 2022-08-01 | 61.2663043087984 |
| 2022-09-01 | 61.3223834919990 |
| 2022-10-01 | 61.4634574282112 |
| 2022-11-01 | 61.5439381991115 |
| 2022-12-01 | 61.3925375412114 |
| 2023-01-01 | 61.4155364519696 |
| 2023-02-01 | 61.3741031659817 |
| 2023-03-01 | 61.4270287427915 |
| 2023-04-01 | 61.3597284601078 |
| 2023-05-01 | 61.4371841718314 |
| 2023-06-01 | 61.4179996042537 |
| 2023-07-01 | 61.3477835547459 |
| 2023-08-01 | 61.2148685384531 |
| 2023-09-01 | 61.1197246585437 |
| 2023-10-01 | 60.8818272313839 |
| 2023-11-01 | 60.9492350230821 |
| 2023-12-01 | 60.9848477129721 |
| 2024-01-01 | 61.0013434438197 |
| 2024-02-01 | 61.0706215058552 |
| 2024-03-01 | 61.1169315532982 |
| 2024-04-01 | 61.1383421726871 |
| 2024-05-01 | 61.2169268322492 |
| 2024-06-01 | 60.9323096552691 |
| 2024-07-01 | 60.7354569571465 |
| 2024-08-01 | 60.5510906033810 |
| 2024-09-01 | 60.8133700533624 |
| 2024-10-01 | 60.7142178663891 |
| 2024-11-01 | 60.3547415418128 |
| 2024-12-01 | 60.1735855859689 |
| 2025-01-01 | 60.4896138068418 |
| 2025-02-01 | 59.6716707877902 |
| 2025-03-01 | 59.3191193216741 |
| 2025-04-01 | 59.1281356193213 |
| 2025-05-01 | 58.8978081772483 |
| 2025-06-01 | 58.7401556406093 |
| 2025-07-01 | 58.6288825208877 |
| 2025-08-01 | 58.2631301906090 |
| 2025-09-01 | 59.4086313302544 |
| 2025-10-01 | 59.2281245184492 |
| 2025-11-01 | 59.2637890871224 |
| 2025-12-01 | 59.2731365575881 |