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 2026-08-01 |
| Last Updated | 2026-09-18 11:31 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 | 114.6096069120 |
| 1990-02-01 | 115.3685418343 |
| 1990-03-01 | 115.3484837326 |
| 1990-04-01 | 115.3167525370 |
| 1990-05-01 | 114.5135998557 |
| 1990-06-01 | 114.7575814231 |
| 1990-07-01 | 114.4232094157 |
| 1990-08-01 | 112.6472921520 |
| 1990-09-01 | 113.1832119705 |
| 1990-10-01 | 111.7014622050 |
| 1990-11-01 | 111.8538703601 |
| 1990-12-01 | 111.0007141217 |
| 1991-01-01 | 110.2834433101 |
| 1991-02-01 | 109.4487887946 |
| 1991-03-01 | 109.0425214217 |
| 1991-04-01 | 107.9997453334 |
| 1991-05-01 | 107.7134498515 |
| 1991-06-01 | 107.4031700511 |
| 1991-07-01 | 106.9422145898 |
| 1991-08-01 | 106.8804829409 |
| 1991-09-01 | 106.8960331040 |
| 1991-10-01 | 106.0902579427 |
| 1991-11-01 | 105.8389242687 |
| 1991-12-01 | 105.6728372108 |
| 1992-01-01 | 105.6428037640 |
| 1992-02-01 | 105.6236857386 |
| 1992-03-01 | 105.4202876107 |
| 1992-04-01 | 105.7723940813 |
| 1992-05-01 | 105.8283475976 |
| 1992-06-01 | 105.8843361946 |
| 1992-07-01 | 105.4871050337 |
| 1992-08-01 | 105.3345365183 |
| 1992-09-01 | 104.9258542449 |
| 1992-10-01 | 105.5697012661 |
| 1992-11-01 | 105.2108460308 |
| 1992-12-01 | 105.3044421504 |
| 1993-01-01 | 105.5978053381 |
| 1993-02-01 | 106.1803545641 |
| 1993-03-01 | 105.7954242734 |
| 1993-04-01 | 105.8466955722 |
| 1993-05-01 | 105.9613246121 |
| 1993-06-01 | 105.8759943314 |
| 1993-07-01 | 106.2351256752 |
| 1993-08-01 | 106.2952302838 |
| 1993-09-01 | 106.6676909690 |
| 1993-10-01 | 107.2758783741 |
| 1993-11-01 | 107.4570773036 |
| 1993-12-01 | 107.8143451041 |
| 1994-01-01 | 108.0662171890 |
| 1994-02-01 | 108.1328278268 |
| 1994-03-01 | 108.2276810856 |
| 1994-04-01 | 108.7357901911 |
| 1994-05-01 | 109.1073148377 |
| 1994-06-01 | 109.3568853583 |
| 1994-07-01 | 109.8774119275 |
| 1994-08-01 | 110.3681229920 |
| 1994-09-01 | 110.9184300254 |
| 1994-10-01 | 111.2047681304 |
| 1994-11-01 | 111.4038855729 |
| 1994-12-01 | 111.5117412781 |
| 1995-01-01 | 111.3489610543 |
| 1995-02-01 | 112.0637922692 |
| 1995-03-01 | 112.6700038257 |
| 1995-04-01 | 113.0493900599 |
| 1995-05-01 | 112.9501563377 |
| 1995-06-01 | 112.9887387828 |
| 1995-07-01 | 113.3021369664 |
| 1995-08-01 | 113.5303009091 |
| 1995-09-01 | 114.0700185621 |
| 1995-10-01 | 113.7536108718 |
| 1995-11-01 | 113.7569859550 |
| 1995-12-01 | 113.9442452368 |
| 1996-01-01 | 112.8462280905 |
| 1996-02-01 | 113.9021588674 |
| 1996-03-01 | 113.8963030403 |
| 1996-04-01 | 113.6778053458 |
| 1996-05-01 | 114.0887996498 |
| 1996-06-01 | 114.4826135524 |
| 1996-07-01 | 115.0117393384 |
| 1996-08-01 | 115.4549170648 |
| 1996-09-01 | 115.7224918654 |
| 1996-10-01 | 115.9112727682 |
| 1996-11-01 | 116.6569443510 |
| 1996-12-01 | 116.9073193611 |
| 1997-01-01 | 116.4371226428 |
| 1997-02-01 | 117.2152131568 |
| 1997-03-01 | 117.6573879628 |
| 1997-04-01 | 117.7161581413 |
| 1997-05-01 | 117.8261784898 |
| 1997-06-01 | 117.9430813733 |
| 1997-07-01 | 116.5004360347 |
| 1997-08-01 | 117.6506324989 |
| 1997-09-01 | 118.0651836219 |
| 1997-10-01 | 118.0642084655 |
| 1997-11-01 | 118.3911225280 |
| 1997-12-01 | 118.7271844581 |
| 1998-01-01 | 117.6133391017 |
| 1998-02-01 | 118.0314546223 |
| 1998-03-01 | 117.9018818557 |
| 1998-04-01 | 119.4599169488 |
| 1998-05-01 | 119.6749682764 |
| 1998-06-01 | 119.6113293694 |
| 1998-07-01 | 118.7649770863 |
| 1998-08-01 | 119.2314362788 |
| 1998-09-01 | 119.3790151361 |
| 1998-10-01 | 120.1004326472 |
| 1998-11-01 | 120.0639495153 |
| 1998-12-01 | 119.4521385380 |
| 1999-01-01 | 120.3819670901 |
| 1999-02-01 | 120.6652416916 |
| 1999-03-01 | 121.1603751529 |
| 1999-04-01 | 122.3219966312 |
| 1999-05-01 | 122.4241054933 |
| 1999-06-01 | 122.8873198454 |
| 1999-07-01 | 123.6089368567 |
| 1999-08-01 | 124.5076766334 |
| 1999-09-01 | 124.5582214117 |
| 1999-10-01 | 124.8913899245 |
| 1999-11-01 | 125.2396732094 |
| 1999-12-01 | 125.5990538181 |
| 2000-01-01 | 123.7721234307 |
| 2000-02-01 | 124.0427435891 |
| 2000-03-01 | 124.0200455915 |
| 2000-04-01 | 126.5843153166 |
| 2000-05-01 | 126.0762279816 |
| 2000-06-01 | 126.6831501326 |
| 2000-07-01 | 126.7357389675 |
| 2000-08-01 | 126.8558084061 |
| 2000-09-01 | 127.2995489515 |
| 2000-10-01 | 126.7765911797 |
| 2000-11-01 | 126.2165220372 |
| 2000-12-01 | 126.5200443974 |
| 2001-01-01 | 126.9897636740 |
| 2001-02-01 | 126.9668399001 |
| 2001-03-01 | 126.8118900004 |
| 2001-04-01 | 126.0470078692 |
| 2001-05-01 | 125.6189038446 |
| 2001-06-01 | 125.3788761771 |
| 2001-07-01 | 125.1402115277 |
| 2001-08-01 | 124.7903103440 |
| 2001-09-01 | 124.5220904782 |
| 2001-10-01 | 122.7519354294 |
| 2001-11-01 | 122.5722766072 |
| 2001-12-01 | 122.5576977504 |
| 2002-01-01 | 122.0293643868 |
| 2002-02-01 | 121.5247962732 |
| 2002-03-01 | 121.5353519446 |
| 2002-04-01 | 120.9909048302 |
| 2002-05-01 | 120.9372239108 |
| 2002-06-01 | 120.5683494087 |
| 2002-07-01 | 120.1430572526 |
| 2002-08-01 | 119.6106310221 |
| 2002-09-01 | 119.4442159493 |
| 2002-10-01 | 119.3422019794 |
| 2002-11-01 | 118.9102629796 |
| 2002-12-01 | 118.5663433412 |
| 2003-01-01 | 118.2920278911 |
| 2003-02-01 | 118.4077872134 |
| 2003-03-01 | 118.1161073271 |
| 2003-04-01 | 118.0200938708 |
| 2003-05-01 | 118.3182284528 |
| 2003-06-01 | 117.8352876483 |
| 2003-07-01 | 117.3559395536 |
| 2003-08-01 | 117.6281133833 |
| 2003-09-01 | 117.6797280647 |
| 2003-10-01 | 117.5159203835 |
| 2003-11-01 | 117.5260565674 |
| 2003-12-01 | 117.9961138992 |
| 2004-01-01 | 117.6588166010 |
| 2004-02-01 | 117.5882362523 |
| 2004-03-01 | 117.8370073309 |
| 2004-04-01 | 117.9299138908 |
| 2004-05-01 | 117.9890045915 |
| 2004-06-01 | 118.1004008286 |
| 2004-07-01 | 118.4869128618 |
| 2004-08-01 | 118.6258591082 |
| 2004-09-01 | 118.6207283021 |
| 2004-10-01 | 118.7167044522 |
| 2004-11-01 | 118.7141121260 |
| 2004-12-01 | 118.8042480913 |
| 2005-01-01 | 119.1192392043 |
| 2005-02-01 | 119.2691528083 |
| 2005-03-01 | 119.1785411909 |
| 2005-04-01 | 119.8353933200 |
| 2005-05-01 | 119.8623251754 |
| 2005-06-01 | 119.9795984162 |
| 2005-07-01 | 120.1325153955 |
| 2005-08-01 | 120.3341712114 |
| 2005-09-01 | 120.3487157711 |
| 2005-10-01 | 120.7122665042 |
| 2005-11-01 | 120.9918611349 |
| 2005-12-01 | 121.3298361076 |
| 2006-01-01 | 121.2505967959 |
| 2006-02-01 | 121.7229355858 |
| 2006-03-01 | 121.8049886549 |
| 2006-04-01 | 122.0502528012 |
| 2006-05-01 | 122.4404892744 |
| 2006-06-01 | 122.7680048168 |
| 2006-07-01 | 122.8111809873 |
| 2006-08-01 | 123.0794300267 |
| 2006-09-01 | 123.1842315794 |
| 2006-10-01 | 123.2085783829 |
| 2006-11-01 | 123.2569704225 |
| 2006-12-01 | 123.0259312273 |
| 2007-01-01 | 123.5712834337 |
| 2007-02-01 | 123.0608123304 |
| 2007-03-01 | 123.8069867428 |
| 2007-04-01 | 123.7776731626 |
| 2007-05-01 | 123.6995398766 |
| 2007-06-01 | 123.8600176747 |
| 2007-07-01 | 124.0146906320 |
| 2007-08-01 | 123.6681035211 |
| 2007-09-01 | 123.5343289075 |
| 2007-10-01 | 123.3872457825 |
| 2007-11-01 | 123.6384570723 |
| 2007-12-01 | 123.5387912312 |
| 2008-01-01 | 123.3863477096 |
| 2008-02-01 | 123.3676730891 |
| 2008-03-01 | 123.2565201649 |
| 2008-04-01 | 123.2872520295 |
| 2008-05-01 | 123.1432985765 |
| 2008-06-01 | 122.7528097907 |
| 2008-07-01 | 122.7344205697 |
| 2008-08-01 | 122.2979683105 |
| 2008-09-01 | 121.9194320473 |
| 2008-10-01 | 121.2794513363 |
| 2008-11-01 | 119.9394465934 |
| 2008-12-01 | 118.9604108230 |
| 2009-01-01 | 117.8960875431 |
| 2009-02-01 | 116.6484699631 |
| 2009-03-01 | 115.4596006324 |
| 2009-04-01 | 114.3652733630 |
| 2009-05-01 | 113.5773196385 |
| 2009-06-01 | 112.8517941317 |
| 2009-07-01 | 112.0497513603 |
| 2009-08-01 | 111.6429897281 |
| 2009-09-01 | 111.4341607048 |
| 2009-10-01 | 111.2813190745 |
| 2009-11-01 | 111.1856733263 |
| 2009-12-01 | 111.3082531412 |
| 2010-01-01 | 110.9863785769 |
| 2010-02-01 | 110.6040145047 |
| 2010-03-01 | 110.8148081012 |
| 2010-04-01 | 111.0207141524 |
| 2010-05-01 | 111.2125460740 |
| 2010-06-01 | 111.3472087343 |
| 2010-07-01 | 111.3753283303 |
| 2010-08-01 | 111.4924082729 |
| 2010-09-01 | 111.4781881316 |
| 2010-10-01 | 111.7050954468 |
| 2010-11-01 | 111.7435148437 |
| 2010-12-01 | 111.7471164963 |
| 2011-01-01 | 111.6687057950 |
| 2011-02-01 | 111.8451703353 |
| 2011-03-01 | 112.0492753702 |
| 2011-04-01 | 112.3837192222 |
| 2011-05-01 | 112.0765055215 |
| 2011-06-01 | 111.8408317207 |
| 2011-07-01 | 111.8862205591 |
| 2011-08-01 | 111.8189603530 |
| 2011-09-01 | 111.9271157749 |
| 2011-10-01 | 112.0462578759 |
| 2011-11-01 | 112.1018091918 |
| 2011-12-01 | 112.1713179973 |
| 2012-01-01 | 112.4442569888 |
| 2012-02-01 | 112.6866911238 |
| 2012-03-01 | 113.1714147317 |
| 2012-04-01 | 113.0702210022 |
| 2012-05-01 | 112.8783473458 |
| 2012-06-01 | 112.9490796011 |
| 2012-07-01 | 112.7806262174 |
| 2012-08-01 | 112.6238946612 |
| 2012-09-01 | 112.5777451598 |
| 2012-10-01 | 112.4912109515 |
| 2012-11-01 | 112.3277325956 |
| 2012-12-01 | 112.3763767017 |
| 2013-01-01 | 112.6099407636 |
| 2013-02-01 | 112.6340134982 |
| 2013-03-01 | 112.9197678047 |
| 2013-04-01 | 112.5767378864 |
| 2013-05-01 | 112.5180887286 |
| 2013-06-01 | 112.2758542366 |
| 2013-07-01 | 112.0546363503 |
| 2013-08-01 | 112.1174732241 |
| 2013-09-01 | 112.3068767341 |
| 2013-10-01 | 111.9267599261 |
| 2013-11-01 | 111.8389182845 |
| 2013-12-01 | 111.7671800900 |
| 2014-01-01 | 111.5640515081 |
| 2014-02-01 | 111.3738484303 |
| 2014-03-01 | 111.4876029916 |
| 2014-04-01 | 111.3123666093 |
| 2014-05-01 | 111.3762273516 |
| 2014-06-01 | 111.6109853875 |
| 2014-07-01 | 112.0440113722 |
| 2014-08-01 | 112.0120490131 |
| 2014-09-01 | 112.0228840323 |
| 2014-10-01 | 111.9395035406 |
| 2014-11-01 | 112.0260622189 |
| 2014-12-01 | 112.0521658720 |
| 2015-01-01 | 111.7163881493 |
| 2015-02-01 | 111.6136711984 |
| 2015-03-01 | 111.3693018809 |
| 2015-04-01 | 111.2563871458 |
| 2015-05-01 | 111.1533102182 |
| 2015-06-01 | 111.0426547455 |
| 2015-07-01 | 110.9305172629 |
| 2015-08-01 | 110.8175727751 |
| 2015-09-01 | 110.3364979987 |
| 2015-10-01 | 110.3376877412 |
| 2015-11-01 | 110.1054029155 |
| 2015-12-01 | 109.7362793340 |
| 2016-01-01 | 109.5710620443 |
| 2016-02-01 | 109.2506408600 |
| 2016-03-01 | 109.0529732203 |
| 2016-04-01 | 108.9939215531 |
| 2016-05-01 | 108.8293187929 |
| 2016-06-01 | 108.4790698788 |
| 2016-07-01 | 108.3367853999 |
| 2016-08-01 | 108.0267984909 |
| 2016-09-01 | 108.0476249853 |
| 2016-10-01 | 107.8152282291 |
| 2016-11-01 | 107.7807452923 |
| 2016-12-01 | 107.6306612144 |
| 2017-01-01 | 108.2234417886 |
| 2017-02-01 | 108.1978730172 |
| 2017-03-01 | 108.1434480546 |
| 2017-04-01 | 108.0094947820 |
| 2017-05-01 | 108.1034750441 |
| 2017-06-01 | 108.2199821093 |
| 2017-07-01 | 108.2573478756 |
| 2017-08-01 | 108.4421550037 |
| 2017-09-01 | 108.6422637799 |
| 2017-10-01 | 108.7890634122 |
| 2017-11-01 | 108.8585134104 |
| 2017-12-01 | 108.9196515874 |
| 2018-01-01 | 109.0799220440 |
| 2018-02-01 | 109.3615137265 |
| 2018-03-01 | 109.4278576326 |
| 2018-04-01 | 109.5175897734 |
| 2018-05-01 | 109.4685325534 |
| 2018-06-01 | 109.7631828717 |
| 2018-07-01 | 109.7972750473 |
| 2018-08-01 | 109.6490787935 |
| 2018-09-01 | 109.6348550128 |
| 2018-10-01 | 109.7592708416 |
| 2018-11-01 | 109.8300872875 |
| 2018-12-01 | 109.8965817944 |
| 2019-01-01 | 110.0555329561 |
| 2019-02-01 | 109.9559795950 |
| 2019-03-01 | 109.8023284625 |
| 2019-04-01 | 110.1143366112 |
| 2019-05-01 | 110.1230748511 |
| 2019-06-01 | 110.2015009391 |
| 2019-07-01 | 110.2287235205 |
| 2019-08-01 | 110.3560097930 |
| 2019-09-01 | 110.3264554937 |
| 2019-10-01 | 110.2512180667 |
| 2019-11-01 | 110.2051144558 |
| 2019-12-01 | 110.2713015004 |
| 2020-01-01 | 110.3422326101 |
| 2020-02-01 | 110.4685232684 |
| 2020-03-01 | 110.4652049002 |
| 2020-04-01 | 97.9908792302 |
| 2020-05-01 | 100.4602730940 |
| 2020-06-01 | 103.1174322993 |
| 2020-07-01 | 103.7618496242 |
| 2020-08-01 | 104.4674277949 |
| 2020-09-01 | 105.0280865239 |
| 2020-10-01 | 105.5636085251 |
| 2020-11-01 | 105.9998737614 |
| 2020-12-01 | 106.2545967475 |
| 2021-01-01 | 106.4334975763 |
| 2021-02-01 | 106.6853525986 |
| 2021-03-01 | 107.2260888702 |
| 2021-04-01 | 107.1431278201 |
| 2021-05-01 | 107.4651411834 |
| 2021-06-01 | 107.4082896234 |
| 2021-07-01 | 108.0899168868 |
| 2021-08-01 | 108.3006711773 |
| 2021-09-01 | 108.5215599640 |
| 2021-10-01 | 109.1087489897 |
| 2021-11-01 | 109.5262871332 |
| 2021-12-01 | 109.9608398111 |
| 2022-01-01 | 109.9273248010 |
| 2022-02-01 | 110.5865233034 |
| 2022-03-01 | 111.0690837700 |
| 2022-04-01 | 111.3896472912 |
| 2022-05-01 | 111.7451231010 |
| 2022-06-01 | 111.5694345810 |
| 2022-07-01 | 112.3048421629 |
| 2022-08-01 | 112.5475806318 |
| 2022-09-01 | 112.7247181578 |
| 2022-10-01 | 112.7655083460 |
| 2022-11-01 | 112.9830434652 |
| 2022-12-01 | 113.0962510617 |
| 2023-01-01 | 113.4298733152 |
| 2023-02-01 | 113.6653736085 |
| 2023-03-01 | 113.9185012498 |
| 2023-04-01 | 114.0310488593 |
| 2023-05-01 | 113.9069388039 |
| 2023-06-01 | 114.0023948518 |
| 2023-07-01 | 113.8994600026 |
| 2023-08-01 | 113.9989607695 |
| 2023-09-01 | 114.1342799860 |
| 2023-10-01 | 114.2254666574 |
| 2023-11-01 | 114.3578175368 |
| 2023-12-01 | 114.6551495924 |
| 2024-01-01 | 114.4342880062 |
| 2024-02-01 | 114.2349703931 |
| 2024-03-01 | 114.1796102587 |
| 2024-04-01 | 114.2739008542 |
| 2024-05-01 | 114.2605693585 |
| 2024-06-01 | 114.3396564679 |
| 2024-07-01 | 114.2824525883 |
| 2024-08-01 | 114.3346223682 |
| 2024-09-01 | 114.5491789303 |
| 2024-10-01 | 114.4706370484 |
| 2024-11-01 | 114.5298371152 |
| 2024-12-01 | 114.6083936917 |
| 2025-01-01 | 114.6427205640 |
| 2025-02-01 | 114.6055039280 |
| 2025-03-01 | 114.5687222660 |
| 2025-04-01 | 114.3308835466 |
| 2025-05-01 | 114.7170277251 |
| 2025-06-01 | 114.2907760017 |
| 2025-07-01 | 114.4617942836 |
| 2025-08-01 | 114.5541189290 |
| 2025-09-01 | 114.6594806090 |
| 2025-10-01 | 114.9977535718 |
| 2025-11-01 | 114.4815698350 |
| 2025-12-01 | 115.0478582746 |
| 2026-01-01 | 115.5559203782 |
| 2026-02-01 | 116.1861544628 |
| 2026-03-01 | 116.1647806270 |
| 2026-04-01 | 117.3103165947 |
| 2026-05-01 | 117.0831669660 |
| 2026-06-01 | 117.7707574530 |
| 2026-07-01 | 118.0380533052 |
| 2026-08-01 | 117.7593264176 |