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 2026-06-01 |
| Last Updated | 2026-07-22 9:58 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 | 63.1649987780671 |
| 1990-02-01 | 62.9534247384106 |
| 1990-03-01 | 63.0364014292543 |
| 1990-04-01 | 62.5435424887610 |
| 1990-05-01 | 62.5598366918772 |
| 1990-06-01 | 62.4962470304520 |
| 1990-07-01 | 62.3507193276339 |
| 1990-08-01 | 62.5191611937723 |
| 1990-09-01 | 62.5466366329742 |
| 1990-10-01 | 62.2682463206583 |
| 1990-11-01 | 62.1665902394427 |
| 1990-12-01 | 62.0084806474166 |
| 1991-01-01 | 61.9652139671334 |
| 1991-02-01 | 61.9444064169948 |
| 1991-03-01 | 61.8241087222477 |
| 1991-04-01 | 62.0324080650126 |
| 1991-05-01 | 61.8579914266204 |
| 1991-06-01 | 61.9069048108286 |
| 1991-07-01 | 61.9506970731449 |
| 1991-08-01 | 61.9164818084745 |
| 1991-09-01 | 61.9416397363571 |
| 1991-10-01 | 62.2877538950436 |
| 1991-11-01 | 62.3925345366100 |
| 1991-12-01 | 62.4253273329222 |
| 1992-01-01 | 62.3663901117869 |
| 1992-02-01 | 62.3103778223434 |
| 1992-03-01 | 62.1045572178013 |
| 1992-04-01 | 62.0916916589180 |
| 1992-05-01 | 62.1575117921996 |
| 1992-06-01 | 62.2372342127263 |
| 1992-07-01 | 62.4438345225349 |
| 1992-08-01 | 62.0255430633467 |
| 1992-09-01 | 61.9555993884005 |
| 1992-10-01 | 62.5054542442770 |
| 1992-11-01 | 62.0262451240519 |
| 1992-12-01 | 62.0377537218283 |
| 1993-01-01 | 61.4790624783839 |
| 1993-02-01 | 61.6427794599366 |
| 1993-03-01 | 61.1550813637373 |
| 1993-04-01 | 61.8644518591103 |
| 1993-05-01 | 61.7564475745808 |
| 1993-06-01 | 61.5641681516072 |
| 1993-07-01 | 61.5640387186817 |
| 1993-08-01 | 61.4583879387522 |
| 1993-09-01 | 61.2734053237307 |
| 1993-10-01 | 60.7110277852198 |
| 1993-11-01 | 60.3576204635962 |
| 1993-12-01 | 60.6332285857693 |
| 1994-01-01 | 60.9946214788762 |
| 1994-02-01 | 60.9634636114938 |
| 1994-03-01 | 61.1055053572534 |
| 1994-04-01 | 60.0340995973065 |
| 1994-05-01 | 60.0463858662787 |
| 1994-06-01 | 60.2050942111912 |
| 1994-07-01 | 60.2925391698059 |
| 1994-08-01 | 60.5108044296975 |
| 1994-09-01 | 60.6086555029479 |
| 1994-10-01 | 60.4987607371876 |
| 1994-11-01 | 60.4604551760557 |
| 1994-12-01 | 60.0281291958556 |
| 1995-01-01 | 60.7192328323944 |
| 1995-02-01 | 60.7907951050658 |
| 1995-03-01 | 60.8372581334527 |
| 1995-04-01 | 60.9185001106345 |
| 1995-05-01 | 60.7369706995999 |
| 1995-06-01 | 60.6175320158198 |
| 1995-07-01 | 60.9465795943922 |
| 1995-08-01 | 60.9857728271637 |
| 1995-09-01 | 61.0504623294754 |
| 1995-10-01 | 61.1606384623788 |
| 1995-11-01 | 61.1442360085150 |
| 1995-12-01 | 61.2232374258376 |
| 1996-01-01 | 60.9459744713718 |
| 1996-02-01 | 61.1489937578146 |
| 1996-03-01 | 60.9867041118608 |
| 1996-04-01 | 60.5901224656944 |
| 1996-05-01 | 60.7261637812569 |
| 1996-06-01 | 60.6960417281821 |
| 1996-07-01 | 60.3986425302674 |
| 1996-08-01 | 60.3508760161551 |
| 1996-09-01 | 60.3952148717561 |
| 1996-10-01 | 61.6269041123131 |
| 1996-11-01 | 61.7299840670184 |
| 1996-12-01 | 61.9474102313307 |
| 1997-01-01 | 62.0750052445143 |
| 1997-02-01 | 62.1228249647493 |
| 1997-03-01 | 61.9426633669493 |
| 1997-04-01 | 62.1675391183017 |
| 1997-05-01 | 62.5053301520113 |
| 1997-06-01 | 62.4083715380232 |
| 1997-07-01 | 62.9567789092458 |
| 1997-08-01 | 63.0023779137560 |
| 1997-09-01 | 63.1333995340076 |
| 1997-10-01 | 63.8057966645520 |
| 1997-11-01 | 63.7470914370826 |
| 1997-12-01 | 63.9042133951436 |
| 1998-01-01 | 63.3736446396626 |
| 1998-02-01 | 63.3163796303678 |
| 1998-03-01 | 63.4360118953336 |
| 1998-04-01 | 64.4319056862019 |
| 1998-05-01 | 64.1827947893913 |
| 1998-06-01 | 64.0095671276429 |
| 1998-07-01 | 63.9689159299323 |
| 1998-08-01 | 63.8036258366920 |
| 1998-09-01 | 63.9507438315000 |
| 1998-10-01 | 64.3371793457321 |
| 1998-11-01 | 64.4057037213634 |
| 1998-12-01 | 64.2899052940126 |
| 1999-01-01 | 64.1516732774850 |
| 1999-02-01 | 64.1081677563907 |
| 1999-03-01 | 64.4277657717829 |
| 1999-04-01 | 65.4965031127959 |
| 1999-05-01 | 65.5692499780859 |
| 1999-06-01 | 65.8269252905587 |
| 1999-07-01 | 65.4451466658218 |
| 1999-08-01 | 65.6746047950062 |
| 1999-09-01 | 67.5599832069488 |
| 1999-10-01 | 66.9925725999468 |
| 1999-11-01 | 66.8918830985562 |
| 1999-12-01 | 66.7653553785155 |
| 2000-01-01 | 67.2066063818621 |
| 2000-02-01 | 67.4020286040275 |
| 2000-03-01 | 67.4214017882687 |
| 2000-04-01 | 69.0780215320832 |
| 2000-05-01 | 68.9664941199699 |
| 2000-06-01 | 68.7921768265679 |
| 2000-07-01 | 68.1953694099590 |
| 2000-08-01 | 68.2172114873920 |
| 2000-09-01 | 68.2543237112491 |
| 2000-10-01 | 68.5587322257439 |
| 2000-11-01 | 68.4828288179084 |
| 2000-12-01 | 68.2017651379328 |
| 2001-01-01 | 68.5750077379345 |
| 2001-02-01 | 68.5849545921300 |
| 2001-03-01 | 68.3990538076943 |
| 2001-04-01 | 68.8947933525514 |
| 2001-05-01 | 68.8722332259046 |
| 2001-06-01 | 69.3069772328167 |
| 2001-07-01 | 69.7356502224043 |
| 2001-08-01 | 69.6669944795581 |
| 2001-09-01 | 69.6540816202790 |
| 2001-10-01 | 69.3887933800772 |
| 2001-11-01 | 69.4439941083537 |
| 2001-12-01 | 69.5937749622438 |
| 2002-01-01 | 70.0451072910620 |
| 2002-02-01 | 69.7849347424456 |
| 2002-03-01 | 69.7047116648479 |
| 2002-04-01 | 69.3246850171113 |
| 2002-05-01 | 69.7804351767672 |
| 2002-06-01 | 69.7768795834562 |
| 2002-07-01 | 70.0638840935133 |
| 2002-08-01 | 70.0188981202211 |
| 2002-09-01 | 69.8415274240856 |
| 2002-10-01 | 69.6882955614108 |
| 2002-11-01 | 69.7743511023917 |
| 2002-12-01 | 69.8477688464606 |
| 2003-01-01 | 69.9473790155189 |
| 2003-02-01 | 69.8057170485181 |
| 2003-03-01 | 70.1108390680043 |
| 2003-04-01 | 69.5613386308208 |
| 2003-05-01 | 69.4873623112122 |
| 2003-06-01 | 69.1642696492964 |
| 2003-07-01 | 68.8073916861378 |
| 2003-08-01 | 68.7868960849075 |
| 2003-09-01 | 68.8316256108614 |
| 2003-10-01 | 69.0468149798447 |
| 2003-11-01 | 69.2595582827888 |
| 2003-12-01 | 68.9073149014567 |
| 2004-01-01 | 68.5568101604610 |
| 2004-02-01 | 68.5499572167578 |
| 2004-03-01 | 68.5334789133752 |
| 2004-04-01 | 68.1965005381324 |
| 2004-05-01 | 67.9893671835290 |
| 2004-06-01 | 68.1195299295806 |
| 2004-07-01 | 68.2865512018654 |
| 2004-08-01 | 67.9726551188760 |
| 2004-09-01 | 67.7123941043728 |
| 2004-10-01 | 67.4937638032419 |
| 2004-11-01 | 67.3223204113208 |
| 2004-12-01 | 67.2796026459213 |
| 2005-01-01 | 67.1793062959261 |
| 2005-02-01 | 67.0772059714819 |
| 2005-03-01 | 67.0606093683313 |
| 2005-04-01 | 67.3319693759276 |
| 2005-05-01 | 67.4011964714260 |
| 2005-06-01 | 67.2422465804654 |
| 2005-07-01 | 67.4718846063345 |
| 2005-08-01 | 67.5793518926953 |
| 2005-09-01 | 67.7129174206782 |
| 2005-10-01 | 67.5266619263014 |
| 2005-11-01 | 67.3683575723186 |
| 2005-12-01 | 67.5838981637248 |
| 2006-01-01 | 67.4827453296021 |
| 2006-02-01 | 67.4872903355125 |
| 2006-03-01 | 67.5125922606727 |
| 2006-04-01 | 67.4572553636828 |
| 2006-05-01 | 67.4154697192785 |
| 2006-06-01 | 67.2428500151327 |
| 2006-07-01 | 66.9543658463245 |
| 2006-08-01 | 67.1002995648576 |
| 2006-09-01 | 67.0172178544354 |
| 2006-10-01 | 66.9689948304364 |
| 2006-11-01 | 66.9285258488650 |
| 2006-12-01 | 66.5975287144672 |
| 2007-01-01 | 66.7801569715737 |
| 2007-02-01 | 66.6733294134829 |
| 2007-03-01 | 66.7496273003430 |
| 2007-04-01 | 66.9847510059833 |
| 2007-05-01 | 67.1317249680437 |
| 2007-06-01 | 67.4408218269259 |
| 2007-07-01 | 67.7372469143818 |
| 2007-08-01 | 67.5159351048103 |
| 2007-09-01 | 67.5361063657610 |
| 2007-10-01 | 67.8202460816496 |
| 2007-11-01 | 68.2003114261875 |
| 2007-12-01 | 68.3328398760898 |
| 2008-01-01 | 68.1598481767909 |
| 2008-02-01 | 68.2497186785044 |
| 2008-03-01 | 68.0698025583502 |
| 2008-04-01 | 67.5076067186038 |
| 2008-05-01 | 67.6383387403358 |
| 2008-06-01 | 67.5349008502772 |
| 2008-07-01 | 67.5331794134780 |
| 2008-08-01 | 67.2366905805644 |
| 2008-09-01 | 67.0529586511231 |
| 2008-10-01 | 66.9858883965299 |
| 2008-11-01 | 66.7896993671228 |
| 2008-12-01 | 66.5603517081511 |
| 2009-01-01 | 66.3504622994371 |
| 2009-02-01 | 66.1201432980179 |
| 2009-03-01 | 65.8582905776433 |
| 2009-04-01 | 65.5308730222604 |
| 2009-05-01 | 65.5457175912654 |
| 2009-06-01 | 65.4346297872022 |
| 2009-07-01 | 65.2235984952894 |
| 2009-08-01 | 65.0460703415293 |
| 2009-09-01 | 64.9610223179757 |
| 2009-10-01 | 64.8756813111363 |
| 2009-11-01 | 64.5951935147796 |
| 2009-12-01 | 64.4900663847970 |
| 2010-01-01 | 64.7411194868712 |
| 2010-02-01 | 64.3035212652253 |
| 2010-03-01 | 64.4392140551833 |
| 2010-04-01 | 64.5434037189932 |
| 2010-05-01 | 64.5390972335083 |
| 2010-06-01 | 64.4299459982281 |
| 2010-07-01 | 64.5236788832062 |
| 2010-08-01 | 64.6459048638783 |
| 2010-09-01 | 64.5439137261331 |
| 2010-10-01 | 64.6931901316908 |
| 2010-11-01 | 64.6181569617641 |
| 2010-12-01 | 64.4127156843034 |
| 2011-01-01 | 64.7368723266586 |
| 2011-02-01 | 64.8021338678666 |
| 2011-03-01 | 64.7135053577886 |
| 2011-04-01 | 64.7465703554865 |
| 2011-05-01 | 64.6266537069933 |
| 2011-06-01 | 64.5239390685321 |
| 2011-07-01 | 64.5269633537730 |
| 2011-08-01 | 64.5255021941265 |
| 2011-09-01 | 64.6240674956586 |
| 2011-10-01 | 64.6352596699709 |
| 2011-11-01 | 64.6309248591132 |
| 2011-12-01 | 64.6327524279007 |
| 2012-01-01 | 64.6287983982671 |
| 2012-02-01 | 64.6157517631782 |
| 2012-03-01 | 64.7012156861541 |
| 2012-04-01 | 64.4433585533136 |
| 2012-05-01 | 64.5175062761061 |
| 2012-06-01 | 64.5122059167476 |
| 2012-07-01 | 64.4271614620338 |
| 2012-08-01 | 64.3003692607238 |
| 2012-09-01 | 64.3023016868866 |
| 2012-10-01 | 64.1872285823433 |
| 2012-11-01 | 64.2293073429134 |
| 2012-12-01 | 64.4449190308785 |
| 2013-01-01 | 64.1218304031562 |
| 2013-02-01 | 64.2281068421775 |
| 2013-03-01 | 64.4032644325292 |
| 2013-04-01 | 64.4465267045702 |
| 2013-05-01 | 64.5162300597661 |
| 2013-06-01 | 64.7122935180338 |
| 2013-07-01 | 64.7051202140270 |
| 2013-08-01 | 64.8704406816209 |
| 2013-09-01 | 65.1888728392235 |
| 2013-10-01 | 65.1336559369921 |
| 2013-11-01 | 65.2204450878544 |
| 2013-12-01 | 65.3496954780870 |
| 2014-01-01 | 65.5109410291201 |
| 2014-02-01 | 65.6398457696720 |
| 2014-03-01 | 65.7232063755681 |
| 2014-04-01 | 65.7533571961448 |
| 2014-05-01 | 65.7239562045613 |
| 2014-06-01 | 65.7120177126136 |
| 2014-07-01 | 65.6785686790511 |
| 2014-08-01 | 65.6409812712207 |
| 2014-09-01 | 65.2770709677226 |
| 2014-10-01 | 65.2584363584027 |
| 2014-11-01 | 65.3219659592602 |
| 2014-12-01 | 65.2565923779476 |
| 2015-01-01 | 65.1031977421485 |
| 2015-02-01 | 64.8385942930556 |
| 2015-03-01 | 64.7494375873980 |
| 2015-04-01 | 64.6565584941626 |
| 2015-05-01 | 64.6352304019559 |
| 2015-06-01 | 64.3248955885346 |
| 2015-07-01 | 64.1430558966047 |
| 2015-08-01 | 64.1059017946011 |
| 2015-09-01 | 63.9828982867102 |
| 2015-10-01 | 63.9671377810159 |
| 2015-11-01 | 63.7255620959077 |
| 2015-12-01 | 63.4599416359683 |
| 2016-01-01 | 63.4035337510636 |
| 2016-02-01 | 63.3303864081468 |
| 2016-03-01 | 63.1767509504865 |
| 2016-04-01 | 63.1557809146827 |
| 2016-05-01 | 63.1532770531108 |
| 2016-06-01 | 63.0318160384949 |
| 2016-07-01 | 63.2186774251510 |
| 2016-08-01 | 63.0781718224182 |
| 2016-09-01 | 63.0863668991797 |
| 2016-10-01 | 63.0585020425727 |
| 2016-11-01 | 63.0305948827027 |
| 2016-12-01 | 63.0714798509830 |
| 2017-01-01 | 63.2084880019149 |
| 2017-02-01 | 63.1069335365870 |
| 2017-03-01 | 63.1956070035251 |
| 2017-04-01 | 63.3659423341508 |
| 2017-05-01 | 63.5777766151901 |
| 2017-06-01 | 63.9347057536478 |
| 2017-07-01 | 64.4066330659661 |
| 2017-08-01 | 64.4554481932073 |
| 2017-09-01 | 64.7891388976672 |
| 2017-10-01 | 65.0352584359381 |
| 2017-11-01 | 65.3349324458387 |
| 2017-12-01 | 65.7850008006024 |
| 2018-01-01 | 66.0117628547119 |
| 2018-02-01 | 66.3784776536584 |
| 2018-03-01 | 66.5988982388035 |
| 2018-04-01 | 66.6754082076726 |
| 2018-05-01 | 66.7158211591206 |
| 2018-06-01 | 66.6373516717222 |
| 2018-07-01 | 66.7145357685868 |
| 2018-08-01 | 66.7473887603314 |
| 2018-09-01 | 66.6929897348948 |
| 2018-10-01 | 66.8959756133017 |
| 2018-11-01 | 67.0389517924199 |
| 2018-12-01 | 67.0931683601008 |
| 2019-01-01 | 67.1164418775819 |
| 2019-02-01 | 67.2425563959074 |
| 2019-03-01 | 67.3784084730764 |
| 2019-04-01 | 67.5801092463413 |
| 2019-05-01 | 67.6556528423797 |
| 2019-06-01 | 67.7538348804797 |
| 2019-07-01 | 67.6408711266714 |
| 2019-08-01 | 67.5531258538913 |
| 2019-09-01 | 67.5043622855559 |
| 2019-10-01 | 67.2532952765944 |
| 2019-11-01 | 67.2297838405787 |
| 2019-12-01 | 67.1000117108972 |
| 2020-01-01 | 67.1144431455457 |
| 2020-02-01 | 67.0121525275730 |
| 2020-03-01 | 66.9393561801025 |
| 2020-04-01 | 60.6784164732893 |
| 2020-05-01 | 60.7840542474841 |
| 2020-06-01 | 61.4732661010966 |
| 2020-07-01 | 61.4791529668391 |
| 2020-08-01 | 61.7880194559620 |
| 2020-09-01 | 61.9140791696718 |
| 2020-10-01 | 61.7186850492154 |
| 2020-11-01 | 61.5232244367436 |
| 2020-12-01 | 61.4004322759246 |
| 2021-01-01 | 61.7063150345192 |
| 2021-02-01 | 61.3815950248196 |
| 2021-03-01 | 61.1888331895416 |
| 2021-04-01 | 61.0692461273603 |
| 2021-05-01 | 60.8867696606340 |
| 2021-06-01 | 60.7949051301945 |
| 2021-07-01 | 61.1272548967940 |
| 2021-08-01 | 61.2490349200239 |
| 2021-09-01 | 61.3248761113125 |
| 2021-10-01 | 61.9958644078517 |
| 2021-11-01 | 62.4153266129522 |
| 2021-12-01 | 62.6058845475554 |
| 2022-01-01 | 62.6926202940568 |
| 2022-02-01 | 62.9483935880569 |
| 2022-03-01 | 63.2345237998891 |
| 2022-04-01 | 63.3414151365436 |
| 2022-05-01 | 63.3688076220928 |
| 2022-06-01 | 63.1225726893100 |
| 2022-07-01 | 63.5688662663711 |
| 2022-08-01 | 63.7378906550675 |
| 2022-09-01 | 63.8436386428768 |
| 2022-10-01 | 63.8917712163681 |
| 2022-11-01 | 64.0046956965876 |
| 2022-12-01 | 63.8943506820043 |
| 2023-01-01 | 63.9851562622784 |
| 2023-02-01 | 63.9208106766131 |
| 2023-03-01 | 63.9789330088664 |
| 2023-04-01 | 63.8995146710079 |
| 2023-05-01 | 64.0328373961764 |
| 2023-06-01 | 64.1504098720968 |
| 2023-07-01 | 64.1188584273680 |
| 2023-08-01 | 64.0254844495520 |
| 2023-09-01 | 63.9681745556602 |
| 2023-10-01 | 63.6032049595428 |
| 2023-11-01 | 63.6804292216524 |
| 2023-12-01 | 63.8822537261189 |
| 2024-01-01 | 63.8740538009128 |
| 2024-02-01 | 63.9021965355834 |
| 2024-03-01 | 63.9397719607248 |
| 2024-04-01 | 63.9576381744571 |
| 2024-05-01 | 64.0946416097888 |
| 2024-06-01 | 63.9726392322574 |
| 2024-07-01 | 63.8564641895474 |
| 2024-08-01 | 63.7993107668009 |
| 2024-09-01 | 63.8871940595131 |
| 2024-10-01 | 63.9240359892178 |
| 2024-11-01 | 63.9622536396522 |
| 2024-12-01 | 63.8609905093453 |
| 2025-01-01 | 63.9617480000778 |
| 2025-02-01 | 64.0940179137699 |
| 2025-03-01 | 64.0202330423117 |
| 2025-04-01 | 64.2263963310638 |
| 2025-05-01 | 64.0627226510036 |
| 2025-06-01 | 63.9874435828029 |
| 2025-07-01 | 64.0912118807714 |
| 2025-08-01 | 63.9423173021485 |
| 2025-09-01 | 63.7986947589506 |
| 2025-10-01 | 64.1383093110803 |
| 2025-11-01 | 64.2464383163606 |
| 2025-12-01 | 64.4485488439509 |
| 2026-01-01 | 63.8490741490412 |
| 2026-02-01 | 63.3871043488131 |
| 2026-03-01 | 63.6160997178637 |
| 2026-04-01 | 62.7050464454551 |
| 2026-05-01 | 63.3491633492310 |
| 2026-06-01 | 62.9074311169292 |