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 2026-05-01 |
| Last Updated | 2026-06-24 10:04 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 | 63.1649505484947 |
| 1990-02-01 | 62.9533638405662 |
| 1990-03-01 | 63.0363564681415 |
| 1990-04-01 | 62.5437062873871 |
| 1990-05-01 | 62.5598926857123 |
| 1990-06-01 | 62.4963053129233 |
| 1990-07-01 | 62.3507463124266 |
| 1990-08-01 | 62.5191849288787 |
| 1990-09-01 | 62.5466524513615 |
| 1990-10-01 | 62.2682235112100 |
| 1990-11-01 | 62.1665312284722 |
| 1990-12-01 | 62.0083908326702 |
| 1991-01-01 | 61.9651556673251 |
| 1991-02-01 | 61.9443084955245 |
| 1991-03-01 | 61.8239856313956 |
| 1991-04-01 | 62.0326611605406 |
| 1991-05-01 | 61.8580727863533 |
| 1991-06-01 | 61.9069720656241 |
| 1991-07-01 | 61.9507329653770 |
| 1991-08-01 | 61.9165137017288 |
| 1991-09-01 | 61.9416585479358 |
| 1991-10-01 | 62.2877240169026 |
| 1991-11-01 | 62.3924674610660 |
| 1991-12-01 | 62.4252338148975 |
| 1992-01-01 | 62.3663062608154 |
| 1992-02-01 | 62.3102314797421 |
| 1992-03-01 | 62.1043545202244 |
| 1992-04-01 | 62.0920433873170 |
| 1992-05-01 | 62.1576344383722 |
| 1992-06-01 | 62.2373200986314 |
| 1992-07-01 | 62.4438877258931 |
| 1992-08-01 | 62.0255867778957 |
| 1992-09-01 | 61.9556200653411 |
| 1992-10-01 | 62.5054117506788 |
| 1992-11-01 | 62.0261622417083 |
| 1992-12-01 | 62.0376496767500 |
| 1993-01-01 | 61.4789447518389 |
| 1993-02-01 | 61.6425826089686 |
| 1993-03-01 | 61.1548010664101 |
| 1993-04-01 | 61.8649209915924 |
| 1993-05-01 | 61.7566071674626 |
| 1993-06-01 | 61.5642711660969 |
| 1993-07-01 | 61.5641078319362 |
| 1993-08-01 | 61.4584418874572 |
| 1993-09-01 | 61.2734255212289 |
| 1993-10-01 | 60.7109642746742 |
| 1993-11-01 | 60.3575198097559 |
| 1993-12-01 | 60.6331137093646 |
| 1994-01-01 | 60.9944786754828 |
| 1994-02-01 | 60.9632404047778 |
| 1994-03-01 | 61.1052054022243 |
| 1994-04-01 | 60.0346334914341 |
| 1994-05-01 | 60.0465514256630 |
| 1994-06-01 | 60.2052007313610 |
| 1994-07-01 | 60.2926220235807 |
| 1994-08-01 | 60.5108635814434 |
| 1994-09-01 | 60.6086780400407 |
| 1994-10-01 | 60.4986852124285 |
| 1994-11-01 | 60.4603461116434 |
| 1994-12-01 | 60.0280185556608 |
| 1995-01-01 | 60.7190769497105 |
| 1995-02-01 | 60.7905634943233 |
| 1995-03-01 | 60.8369447009040 |
| 1995-04-01 | 60.9190633146140 |
| 1995-05-01 | 60.7371382288912 |
| 1995-06-01 | 60.6176287701151 |
| 1995-07-01 | 60.9466586991980 |
| 1995-08-01 | 60.9858259856013 |
| 1995-09-01 | 61.0504825130283 |
| 1995-10-01 | 61.1605634702738 |
| 1995-11-01 | 61.1441355108818 |
| 1995-12-01 | 61.2231439498480 |
| 1996-01-01 | 60.9458219060178 |
| 1996-02-01 | 61.1487888020110 |
| 1996-03-01 | 60.9864421742937 |
| 1996-04-01 | 60.5906042225454 |
| 1996-05-01 | 60.7263174018299 |
| 1996-06-01 | 60.6961201451807 |
| 1996-07-01 | 60.3987006161953 |
| 1996-08-01 | 60.3508910337714 |
| 1996-09-01 | 60.3952614694548 |
| 1996-10-01 | 61.6268596830591 |
| 1996-11-01 | 61.7299068647943 |
| 1996-12-01 | 61.9473473352285 |
| 1997-01-01 | 62.0748662677872 |
| 1997-02-01 | 62.1226473979251 |
| 1997-03-01 | 61.9424401585176 |
| 1997-04-01 | 62.1679314064693 |
| 1997-05-01 | 62.5054568956211 |
| 1997-06-01 | 62.4084306530475 |
| 1997-07-01 | 62.9568012496828 |
| 1997-08-01 | 63.0023551356166 |
| 1997-09-01 | 63.1334760647999 |
| 1997-10-01 | 63.8057893308144 |
| 1997-11-01 | 63.7470469682784 |
| 1997-12-01 | 63.9041752714187 |
| 1998-01-01 | 63.3735350427327 |
| 1998-02-01 | 63.3162402103450 |
| 1998-03-01 | 63.4358276900983 |
| 1998-04-01 | 64.4321814616844 |
| 1998-05-01 | 64.1828919408869 |
| 1998-06-01 | 64.0096100993562 |
| 1998-07-01 | 63.9689048564771 |
| 1998-08-01 | 63.8035679018689 |
| 1998-09-01 | 63.9508516116596 |
| 1998-10-01 | 64.3372135323949 |
| 1998-11-01 | 64.4056914156937 |
| 1998-12-01 | 64.2898946168736 |
| 1999-01-01 | 64.1515904721817 |
| 1999-02-01 | 64.1080489735016 |
| 1999-03-01 | 64.4275697246352 |
| 1999-04-01 | 65.4967154428294 |
| 1999-05-01 | 65.5693323482789 |
| 1999-06-01 | 65.8269575354476 |
| 1999-07-01 | 65.4451141917602 |
| 1999-08-01 | 65.6745397296799 |
| 1999-09-01 | 67.5600890860262 |
| 1999-10-01 | 66.9926262249081 |
| 1999-11-01 | 66.8918966498133 |
| 1999-12-01 | 66.7653586440830 |
| 2000-01-01 | 67.2065485284468 |
| 2000-02-01 | 67.4019430619084 |
| 2000-03-01 | 67.4212195911621 |
| 2000-04-01 | 69.0781537992580 |
| 2000-05-01 | 68.9665658484990 |
| 2000-06-01 | 68.7922034845562 |
| 2000-07-01 | 68.1953302597903 |
| 2000-08-01 | 68.2171416728419 |
| 2000-09-01 | 68.2544229104989 |
| 2000-10-01 | 68.5587912680720 |
| 2000-11-01 | 68.4828573070509 |
| 2000-12-01 | 68.2017756848128 |
| 2001-01-01 | 68.5749671110775 |
| 2001-02-01 | 68.5848943292588 |
| 2001-03-01 | 68.3988972366704 |
| 2001-04-01 | 68.8948856794881 |
| 2001-05-01 | 68.8722749676463 |
| 2001-06-01 | 69.3069964796735 |
| 2001-07-01 | 69.7356190395351 |
| 2001-08-01 | 69.6669487956469 |
| 2001-09-01 | 69.6541494796630 |
| 2001-10-01 | 69.3888357557323 |
| 2001-11-01 | 69.4440293051923 |
| 2001-12-01 | 69.5937808888944 |
| 2002-01-01 | 70.0450855318664 |
| 2002-02-01 | 69.7849067655695 |
| 2002-03-01 | 69.7045963075680 |
| 2002-04-01 | 69.3247349449190 |
| 2002-05-01 | 69.7804525258445 |
| 2002-06-01 | 69.7768917038999 |
| 2002-07-01 | 70.0638661880900 |
| 2002-08-01 | 70.0188768145285 |
| 2002-09-01 | 69.8415640121087 |
| 2002-10-01 | 69.6883198175932 |
| 2002-11-01 | 69.7743844468006 |
| 2002-12-01 | 69.8477731927271 |
| 2003-01-01 | 69.9473660856693 |
| 2003-02-01 | 69.8057055697541 |
| 2003-03-01 | 70.1107637259788 |
| 2003-04-01 | 69.5613664257752 |
| 2003-05-01 | 69.4873631521602 |
| 2003-06-01 | 69.1642763274804 |
| 2003-07-01 | 68.8073873619247 |
| 2003-08-01 | 68.7868990518186 |
| 2003-09-01 | 68.8316319358515 |
| 2003-10-01 | 69.0468233134980 |
| 2003-11-01 | 69.2595847084102 |
| 2003-12-01 | 68.9073157010683 |
| 2004-01-01 | 68.5568048114446 |
| 2004-02-01 | 68.5499559581815 |
| 2004-03-01 | 68.5334315767244 |
| 2004-04-01 | 68.1965164144883 |
| 2004-05-01 | 67.9893638803031 |
| 2004-06-01 | 68.1195336456740 |
| 2004-07-01 | 68.2865514260561 |
| 2004-08-01 | 67.9726574987167 |
| 2004-09-01 | 67.7123973326019 |
| 2004-10-01 | 67.4937649318515 |
| 2004-11-01 | 67.3223392532334 |
| 2004-12-01 | 67.2796030480357 |
| 2005-01-01 | 67.1793021868960 |
| 2005-02-01 | 67.0772042342748 |
| 2005-03-01 | 67.0605876093306 |
| 2005-04-01 | 67.3319763254102 |
| 2005-05-01 | 67.4011913501883 |
| 2005-06-01 | 67.2422497190147 |
| 2005-07-01 | 67.4718847671052 |
| 2005-08-01 | 67.5793535335549 |
| 2005-09-01 | 67.7129197195444 |
| 2005-10-01 | 67.5266616251220 |
| 2005-11-01 | 67.3683687834633 |
| 2005-12-01 | 67.5838974930300 |
| 2006-01-01 | 67.4827444355801 |
| 2006-02-01 | 67.4872898089672 |
| 2006-03-01 | 67.5125822519252 |
| 2006-04-01 | 67.4572562382957 |
| 2006-05-01 | 67.4154667836771 |
| 2006-06-01 | 67.2428519980053 |
| 2006-07-01 | 66.9543641755416 |
| 2006-08-01 | 67.1003006278144 |
| 2006-09-01 | 67.0172204268840 |
| 2006-10-01 | 66.9689948010325 |
| 2006-11-01 | 66.9285317140074 |
| 2006-12-01 | 66.5975287280391 |
| 2007-01-01 | 66.7801562199565 |
| 2007-02-01 | 66.6733280522317 |
| 2007-03-01 | 66.7496258093340 |
| 2007-04-01 | 66.9847499584629 |
| 2007-05-01 | 67.1317227590320 |
| 2007-06-01 | 67.4408228475721 |
| 2007-07-01 | 67.7372444474273 |
| 2007-08-01 | 67.5159358098934 |
| 2007-09-01 | 67.5361087250566 |
| 2007-10-01 | 67.8202469013816 |
| 2007-11-01 | 68.2003122232346 |
| 2007-12-01 | 68.3328406912483 |
| 2008-01-01 | 68.1598483014974 |
| 2008-02-01 | 68.2497182470616 |
| 2008-03-01 | 68.0698018866596 |
| 2008-04-01 | 67.5076061256898 |
| 2008-05-01 | 67.6383385395864 |
| 2008-06-01 | 67.5349010318668 |
| 2008-07-01 | 67.5331769528858 |
| 2008-08-01 | 67.2366909561109 |
| 2008-09-01 | 67.0529601144388 |
| 2008-10-01 | 66.9858885704623 |
| 2008-11-01 | 66.7896995484098 |
| 2008-12-01 | 66.5603521871778 |
| 2009-01-01 | 66.3504624377000 |
| 2009-02-01 | 66.1201432174909 |
| 2009-03-01 | 65.8582909650745 |
| 2009-04-01 | 65.5308729277232 |
| 2009-05-01 | 65.5457176948372 |
| 2009-06-01 | 65.4346298989286 |
| 2009-07-01 | 65.2235968346582 |
| 2009-08-01 | 65.0460700852400 |
| 2009-09-01 | 64.9610224313974 |
| 2009-10-01 | 64.8756809081516 |
| 2009-11-01 | 64.5951932785425 |
| 2009-12-01 | 64.4900672642274 |
| 2010-01-01 | 64.7411203403979 |
| 2010-02-01 | 64.3035214011991 |
| 2010-03-01 | 64.4392151284887 |
| 2010-04-01 | 64.5434036876355 |
| 2010-05-01 | 64.5390972381346 |
| 2010-06-01 | 64.4299459900635 |
| 2010-07-01 | 64.5236782461387 |
| 2010-08-01 | 64.6459041444508 |
| 2010-09-01 | 64.5439117860838 |
| 2010-10-01 | 64.6931890746434 |
| 2010-11-01 | 64.6181564386516 |
| 2010-12-01 | 64.4127172840935 |
| 2011-01-01 | 64.7368745047276 |
| 2011-02-01 | 64.8021345941324 |
| 2011-03-01 | 64.7135068180381 |
| 2011-04-01 | 64.7465698081151 |
| 2011-05-01 | 64.6266533470408 |
| 2011-06-01 | 64.5239396416740 |
| 2011-07-01 | 64.5269644895646 |
| 2011-08-01 | 64.5255011130200 |
| 2011-09-01 | 64.6240625094885 |
| 2011-10-01 | 64.6352565244364 |
| 2011-11-01 | 64.6309240948687 |
| 2011-12-01 | 64.6327549857932 |
| 2012-01-01 | 64.6288011741095 |
| 2012-02-01 | 64.6157570313314 |
| 2012-03-01 | 64.7012167578720 |
| 2012-04-01 | 64.4433594745024 |
| 2012-05-01 | 64.5174961565036 |
| 2012-06-01 | 64.5122111161593 |
| 2012-07-01 | 64.4271668791038 |
| 2012-08-01 | 64.3003700042444 |
| 2012-09-01 | 64.3022960628693 |
| 2012-10-01 | 64.1872146565971 |
| 2012-11-01 | 64.2293091113333 |
| 2012-12-01 | 64.4449242558958 |
| 2013-01-01 | 64.1218342813020 |
| 2013-02-01 | 64.2281168429508 |
| 2013-03-01 | 64.4032648159823 |
| 2013-04-01 | 64.4465258756578 |
| 2013-05-01 | 64.5162031034623 |
| 2013-06-01 | 64.7123044335632 |
| 2013-07-01 | 64.7051426288656 |
| 2013-08-01 | 64.8704397379901 |
| 2013-09-01 | 65.1888682145127 |
| 2013-10-01 | 65.1336324933090 |
| 2013-11-01 | 65.2204479582899 |
| 2013-12-01 | 65.3496990532765 |
| 2014-01-01 | 65.5109535456718 |
| 2014-02-01 | 65.6398568416578 |
| 2014-03-01 | 65.7232020219110 |
| 2014-04-01 | 65.7533512747518 |
| 2014-05-01 | 65.7239081366935 |
| 2014-06-01 | 65.7120310940628 |
| 2014-07-01 | 65.6786129659839 |
| 2014-08-01 | 65.6409888110226 |
| 2014-09-01 | 65.2770821657835 |
| 2014-10-01 | 65.2584151510711 |
| 2014-11-01 | 65.3219699772265 |
| 2014-12-01 | 65.2565809577589 |
| 2015-01-01 | 65.1031982786132 |
| 2015-02-01 | 64.8385735028081 |
| 2015-03-01 | 64.7494065182197 |
| 2015-04-01 | 64.6565492725411 |
| 2015-05-01 | 64.6352006732035 |
| 2015-06-01 | 64.3249445585263 |
| 2015-07-01 | 64.1431419604716 |
| 2015-08-01 | 64.1059139515551 |
| 2015-09-01 | 63.9830071091605 |
| 2015-10-01 | 63.9670980596455 |
| 2015-11-01 | 63.7255298567485 |
| 2015-12-01 | 63.4598551580210 |
| 2016-01-01 | 63.4034420376619 |
| 2016-02-01 | 63.3302319236697 |
| 2016-03-01 | 63.1766320479239 |
| 2016-04-01 | 63.1558148003211 |
| 2016-05-01 | 63.1534248751721 |
| 2016-06-01 | 63.0321059131370 |
| 2016-07-01 | 63.2189840039508 |
| 2016-08-01 | 63.0782631797081 |
| 2016-09-01 | 63.0864715399064 |
| 2016-10-01 | 63.0582294650734 |
| 2016-11-01 | 63.0303205670461 |
| 2016-12-01 | 63.0711358636638 |
| 2017-01-01 | 63.2081830460396 |
| 2017-02-01 | 63.1066913282223 |
| 2017-03-01 | 63.1954221303795 |
| 2017-04-01 | 63.3660047025063 |
| 2017-05-01 | 63.5780043975977 |
| 2017-06-01 | 63.9368141421634 |
| 2017-07-01 | 64.4067617856337 |
| 2017-08-01 | 64.4551948178340 |
| 2017-09-01 | 64.7897010087036 |
| 2017-10-01 | 65.0341229439636 |
| 2017-11-01 | 65.3338042612612 |
| 2017-12-01 | 65.7840778361656 |
| 2018-01-01 | 66.0115179981270 |
| 2018-02-01 | 66.3781735043372 |
| 2018-03-01 | 66.5987745875431 |
| 2018-04-01 | 66.6756371401330 |
| 2018-05-01 | 66.7163014545386 |
| 2018-06-01 | 66.6418624658378 |
| 2018-07-01 | 66.7147681074342 |
| 2018-08-01 | 66.7475622081440 |
| 2018-09-01 | 66.6929637293477 |
| 2018-10-01 | 66.8948108126926 |
| 2018-11-01 | 67.0331948063883 |
| 2018-12-01 | 67.0929271702283 |
| 2019-01-01 | 67.1167952304987 |
| 2019-02-01 | 67.2423870586078 |
| 2019-03-01 | 67.3785473986716 |
| 2019-04-01 | 67.5809340532848 |
| 2019-05-01 | 67.6567161210371 |
| 2019-06-01 | 67.7607185047225 |
| 2019-07-01 | 67.6412657494303 |
| 2019-08-01 | 67.5536457462915 |
| 2019-09-01 | 67.5035387421614 |
| 2019-10-01 | 67.2518263871697 |
| 2019-11-01 | 67.2190958444202 |
| 2019-12-01 | 67.1002527627519 |
| 2020-01-01 | 67.1152942133799 |
| 2020-02-01 | 67.0121670603236 |
| 2020-03-01 | 66.9401730898852 |
| 2020-04-01 | 60.6804575366214 |
| 2020-05-01 | 60.7863980301326 |
| 2020-06-01 | 61.4813306250844 |
| 2020-07-01 | 61.4801113258168 |
| 2020-08-01 | 61.7889070495825 |
| 2020-09-01 | 61.9112262956149 |
| 2020-10-01 | 61.7172656152651 |
| 2020-11-01 | 61.5072695021711 |
| 2020-12-01 | 61.4006427732514 |
| 2021-01-01 | 61.7075548245864 |
| 2021-02-01 | 61.3826939650827 |
| 2021-03-01 | 61.1910596104512 |
| 2021-04-01 | 61.0723237949770 |
| 2021-05-01 | 60.8970919044835 |
| 2021-06-01 | 60.8012740026949 |
| 2021-07-01 | 61.1259359605938 |
| 2021-08-01 | 61.2473417494180 |
| 2021-09-01 | 61.3193039558386 |
| 2021-10-01 | 61.9922014054288 |
| 2021-11-01 | 62.3970339112192 |
| 2021-12-01 | 62.6050273797691 |
| 2022-01-01 | 62.6946450929404 |
| 2022-02-01 | 62.9520765357907 |
| 2022-03-01 | 63.2404194240783 |
| 2022-04-01 | 63.3521141747981 |
| 2022-05-01 | 63.3879926383497 |
| 2022-06-01 | 63.1241852469208 |
| 2022-07-01 | 63.5616089944091 |
| 2022-08-01 | 63.7300083218950 |
| 2022-09-01 | 63.8321062466225 |
| 2022-10-01 | 63.8824664771141 |
| 2022-11-01 | 63.9860567449928 |
| 2022-12-01 | 63.8932223171720 |
| 2023-01-01 | 63.9889438656107 |
| 2023-02-01 | 63.9289987490105 |
| 2023-03-01 | 63.9951694638997 |
| 2023-04-01 | 63.9231571656294 |
| 2023-05-01 | 64.0678588035046 |
| 2023-06-01 | 64.1438013750608 |
| 2023-07-01 | 64.0948066051703 |
| 2023-08-01 | 64.0029331078945 |
| 2023-09-01 | 63.9480462890765 |
| 2023-10-01 | 63.5860546914022 |
| 2023-11-01 | 63.6668407179562 |
| 2023-12-01 | 63.8822511942993 |
| 2024-01-01 | 63.8824108257807 |
| 2024-02-01 | 63.9182219133713 |
| 2024-03-01 | 63.9703454032163 |
| 2024-04-01 | 63.9976109597979 |
| 2024-05-01 | 64.1403326417275 |
| 2024-06-01 | 63.9556118950076 |
| 2024-07-01 | 63.8133554823856 |
| 2024-08-01 | 63.7604689369112 |
| 2024-09-01 | 63.8580682258499 |
| 2024-10-01 | 63.8992329736826 |
| 2024-11-01 | 63.9552221105930 |
| 2024-12-01 | 63.8627158220295 |
| 2025-01-01 | 63.9754070173844 |
| 2025-02-01 | 64.1183801024928 |
| 2025-03-01 | 64.0660875566866 |
| 2025-04-01 | 64.2791447059003 |
| 2025-05-01 | 64.1215303426655 |
| 2025-06-01 | 63.9587674866557 |
| 2025-07-01 | 64.0280923097207 |
| 2025-08-01 | 63.8874454120686 |
| 2025-09-01 | 63.7623383034522 |
| 2025-10-01 | 64.1080864585091 |
| 2025-11-01 | 64.2454797588394 |
| 2025-12-01 | 64.4530342930283 |
| 2026-01-01 | 63.8688457915820 |
| 2026-02-01 | 63.4193001183673 |
| 2026-03-01 | 63.6731684698248 |
| 2026-04-01 | 62.7687563353536 |
| 2026-05-01 | 63.6109190925772 |