Table Data - All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Pennsylvania
| Title | All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Pennsylvania |
|---|---|
| Series ID | SMU42000004142500001SA |
| 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 | 43.8954334861512 |
| 1990-02-01 | 43.8201255817005 |
| 1990-03-01 | 44.0452333718585 |
| 1990-04-01 | 43.0277298142180 |
| 1990-05-01 | 43.1773152618694 |
| 1990-06-01 | 43.4240744726043 |
| 1990-07-01 | 42.7225002313165 |
| 1990-08-01 | 43.6128883559875 |
| 1990-09-01 | 42.5872326061007 |
| 1990-10-01 | 42.4937797917619 |
| 1990-11-01 | 42.4251717711793 |
| 1990-12-01 | 42.2801002543474 |
| 1991-01-01 | 43.4011577838436 |
| 1991-02-01 | 43.0104165903161 |
| 1991-03-01 | 42.8159847590805 |
| 1991-04-01 | 42.7269882533072 |
| 1991-05-01 | 42.3802591468675 |
| 1991-06-01 | 42.2168969612363 |
| 1991-07-01 | 41.9456421683726 |
| 1991-08-01 | 41.6223528560624 |
| 1991-09-01 | 41.0950307742879 |
| 1991-10-01 | 40.6014829773232 |
| 1991-11-01 | 40.4216489491007 |
| 1991-12-01 | 40.4876679539179 |
| 1992-01-01 | 39.6062446766046 |
| 1992-02-01 | 39.2970101760888 |
| 1992-03-01 | 38.8736333384786 |
| 1992-04-01 | 38.8144995413096 |
| 1992-05-01 | 38.8724801015406 |
| 1992-06-01 | 38.5129380888027 |
| 1992-07-01 | 38.5824729114178 |
| 1992-08-01 | 38.1384198053322 |
| 1992-09-01 | 38.3100980904019 |
| 1992-10-01 | 38.5134068278673 |
| 1992-11-01 | 37.8236647912418 |
| 1992-12-01 | 37.4934828163485 |
| 1993-01-01 | 37.9235415775482 |
| 1993-02-01 | 37.8663628284541 |
| 1993-03-01 | 37.7216393348710 |
| 1993-04-01 | 37.2892549578128 |
| 1993-05-01 | 37.0535639609526 |
| 1993-06-01 | 37.0062060312743 |
| 1993-07-01 | 36.9357281727655 |
| 1993-08-01 | 36.9848088181853 |
| 1993-09-01 | 36.6280841369671 |
| 1993-10-01 | 37.0220127398577 |
| 1993-11-01 | 36.7206833474605 |
| 1993-12-01 | 36.4899023918277 |
| 1994-01-01 | 34.9339139637284 |
| 1994-02-01 | 34.8349232803963 |
| 1994-03-01 | 34.8602861988840 |
| 1994-04-01 | 34.6560919259101 |
| 1994-05-01 | 34.5505683689897 |
| 1994-06-01 | 34.5033793126634 |
| 1994-07-01 | 34.1926832570674 |
| 1994-08-01 | 34.1293202456757 |
| 1994-09-01 | 34.1753694869731 |
| 1994-10-01 | 33.8151358821729 |
| 1994-11-01 | 33.8989380208329 |
| 1994-12-01 | 33.6841735053196 |
| 1995-01-01 | 33.4377352094114 |
| 1995-02-01 | 33.2058284651744 |
| 1995-03-01 | 33.1175312696027 |
| 1995-04-01 | 33.1125201043895 |
| 1995-05-01 | 33.0519398953932 |
| 1995-06-01 | 32.8032044470342 |
| 1995-07-01 | 32.3454890425166 |
| 1995-08-01 | 32.5853210726260 |
| 1995-09-01 | 32.3293553530790 |
| 1995-10-01 | 31.8007967939649 |
| 1995-11-01 | 31.7622388887616 |
| 1995-12-01 | 31.8728314113123 |
| 1996-01-01 | 31.7090452106773 |
| 1996-02-01 | 31.8998030020670 |
| 1996-03-01 | 31.7074748833466 |
| 1996-04-01 | 31.5699103778853 |
| 1996-05-01 | 31.3569200343318 |
| 1996-06-01 | 31.2132887278774 |
| 1996-07-01 | 30.8742547411479 |
| 1996-08-01 | 30.5223266141049 |
| 1996-09-01 | 30.4973060765328 |
| 1996-10-01 | 30.3694649457631 |
| 1996-11-01 | 30.2342790133946 |
| 1996-12-01 | 30.1700208726639 |
| 1997-01-01 | 29.4640025796899 |
| 1997-02-01 | 29.4924411289495 |
| 1997-03-01 | 29.4244504549149 |
| 1997-04-01 | 29.1437778293107 |
| 1997-05-01 | 29.0534241645789 |
| 1997-06-01 | 29.1342953142745 |
| 1997-07-01 | 30.4778289282170 |
| 1997-08-01 | 29.3611820022697 |
| 1997-09-01 | 29.4540147960428 |
| 1997-10-01 | 29.6234543069405 |
| 1997-11-01 | 29.8185112758614 |
| 1997-12-01 | 29.7676284777706 |
| 1998-01-01 | 29.8057843766612 |
| 1998-02-01 | 29.7978244615404 |
| 1998-03-01 | 29.7433631164643 |
| 1998-04-01 | 29.9411870751979 |
| 1998-05-01 | 29.8627477631310 |
| 1998-06-01 | 29.8673757515147 |
| 1998-07-01 | 30.6595581911582 |
| 1998-08-01 | 29.9687453588863 |
| 1998-09-01 | 29.9036816897915 |
| 1998-10-01 | 29.9591601508464 |
| 1998-11-01 | 30.0251572180527 |
| 1998-12-01 | 29.9740050607794 |
| 1999-01-01 | 30.1575479837433 |
| 1999-02-01 | 29.9004670506719 |
| 1999-03-01 | 28.8671610573310 |
| 1999-04-01 | 28.8550947026529 |
| 1999-05-01 | 28.7711431477953 |
| 1999-06-01 | 28.6877062386406 |
| 1999-07-01 | 27.9403845747354 |
| 1999-08-01 | 27.6635139405243 |
| 1999-09-01 | 27.7320110428265 |
| 1999-10-01 | 27.6067244199392 |
| 1999-11-01 | 26.9397540602476 |
| 1999-12-01 | 27.2781307028382 |
| 2000-01-01 | 27.4176662355801 |
| 2000-02-01 | 27.5172360288488 |
| 2000-03-01 | 28.0913436166623 |
| 2000-04-01 | 27.6728503039872 |
| 2000-05-01 | 27.8741571497938 |
| 2000-06-01 | 27.9033986593202 |
| 2000-07-01 | 28.1169816354373 |
| 2000-08-01 | 28.2371976158620 |
| 2000-09-01 | 28.1358091457552 |
| 2000-10-01 | 28.5703380771307 |
| 2000-11-01 | 29.1698368082404 |
| 2000-12-01 | 28.8937152694910 |
| 2001-01-01 | 28.8040106977001 |
| 2001-02-01 | 28.8273254155148 |
| 2001-03-01 | 28.9150913847527 |
| 2001-04-01 | 28.9863904564177 |
| 2001-05-01 | 28.9699385511477 |
| 2001-06-01 | 29.0941034489314 |
| 2001-07-01 | 29.5019841655664 |
| 2001-08-01 | 29.7144793282514 |
| 2001-09-01 | 29.8267335037059 |
| 2001-10-01 | 30.0563238828408 |
| 2001-11-01 | 29.9853620980369 |
| 2001-12-01 | 30.2979373089435 |
| 2002-01-01 | 30.7227420366429 |
| 2002-02-01 | 30.7508289581772 |
| 2002-03-01 | 30.6278551444481 |
| 2002-04-01 | 30.9887279484435 |
| 2002-05-01 | 31.3651755440236 |
| 2002-06-01 | 31.7819705243105 |
| 2002-07-01 | 31.8799869677523 |
| 2002-08-01 | 32.1971491429483 |
| 2002-09-01 | 32.4984470186458 |
| 2002-10-01 | 33.0562863849623 |
| 2002-11-01 | 33.4878051192121 |
| 2002-12-01 | 33.9148607015375 |
| 2003-01-01 | 34.4698712092922 |
| 2003-02-01 | 34.6734414066732 |
| 2003-03-01 | 35.0444458279133 |
| 2003-04-01 | 35.2773641139927 |
| 2003-05-01 | 35.4478949062709 |
| 2003-06-01 | 35.5467536282461 |
| 2003-07-01 | 36.0748260773663 |
| 2003-08-01 | 36.0916621556774 |
| 2003-09-01 | 36.1715097754160 |
| 2003-10-01 | 36.1647325466766 |
| 2003-11-01 | 36.3746568140318 |
| 2003-12-01 | 36.4257582203640 |
| 2004-01-01 | 36.8301480268325 |
| 2004-02-01 | 37.0036260279407 |
| 2004-03-01 | 37.2475868202941 |
| 2004-04-01 | 37.7614495697441 |
| 2004-05-01 | 38.1293178853270 |
| 2004-06-01 | 38.6141413492991 |
| 2004-07-01 | 38.8724598827146 |
| 2004-08-01 | 39.2963831227065 |
| 2004-09-01 | 39.6370307608915 |
| 2004-10-01 | 40.0686113147645 |
| 2004-11-01 | 40.4564444451723 |
| 2004-12-01 | 40.9516058483462 |
| 2005-01-01 | 40.9904549565203 |
| 2005-02-01 | 41.3260240570559 |
| 2005-03-01 | 41.5459753972513 |
| 2005-04-01 | 41.6413098315525 |
| 2005-05-01 | 41.8143092668145 |
| 2005-06-01 | 41.7889032710756 |
| 2005-07-01 | 41.9854404462399 |
| 2005-08-01 | 41.7943816121304 |
| 2005-09-01 | 42.0181806916695 |
| 2005-10-01 | 41.8621050839226 |
| 2005-11-01 | 41.9405135927851 |
| 2005-12-01 | 41.8554734082887 |
| 2006-01-01 | 41.7452011744705 |
| 2006-02-01 | 42.1423444091779 |
| 2006-03-01 | 42.1233790173198 |
| 2006-04-01 | 42.6309293022775 |
| 2006-05-01 | 42.8181981109194 |
| 2006-06-01 | 42.9934996975304 |
| 2006-07-01 | 42.9959544839363 |
| 2006-08-01 | 43.1907335185173 |
| 2006-09-01 | 43.3024467624922 |
| 2006-10-01 | 43.4419301520683 |
| 2006-11-01 | 43.5256942137460 |
| 2006-12-01 | 43.9602019010749 |
| 2007-01-01 | 43.4815032102975 |
| 2007-02-01 | 43.4488490108587 |
| 2007-03-01 | 43.4015116735128 |
| 2007-04-01 | 43.2281713520169 |
| 2007-05-01 | 43.2262395805454 |
| 2007-06-01 | 43.4104143176935 |
| 2007-07-01 | 43.2170004293866 |
| 2007-08-01 | 43.1743264677988 |
| 2007-09-01 | 43.3047027897320 |
| 2007-10-01 | 43.4202392196828 |
| 2007-11-01 | 43.7198004267036 |
| 2007-12-01 | 43.5490470623609 |
| 2008-01-01 | 43.7888169557482 |
| 2008-02-01 | 43.9521626320401 |
| 2008-03-01 | 44.0796246028556 |
| 2008-04-01 | 44.3365663523027 |
| 2008-05-01 | 44.3337839548784 |
| 2008-06-01 | 44.3417205314586 |
| 2008-07-01 | 44.5358099908473 |
| 2008-08-01 | 44.6560235794373 |
| 2008-09-01 | 44.4077632462330 |
| 2008-10-01 | 44.3052495630995 |
| 2008-11-01 | 44.0113084708548 |
| 2008-12-01 | 43.8399604606202 |
| 2009-01-01 | 43.6796649572622 |
| 2009-02-01 | 43.4582210328741 |
| 2009-03-01 | 43.2776967620811 |
| 2009-04-01 | 42.7388655121864 |
| 2009-05-01 | 42.6340191722170 |
| 2009-06-01 | 42.4716101284762 |
| 2009-07-01 | 42.2531697449470 |
| 2009-08-01 | 42.1327321779696 |
| 2009-09-01 | 42.1123816697956 |
| 2009-10-01 | 42.1049334440272 |
| 2009-11-01 | 42.1129515641834 |
| 2009-12-01 | 42.0100992540987 |
| 2010-01-01 | 41.8740701240933 |
| 2010-02-01 | 41.7524660872602 |
| 2010-03-01 | 41.9795215481231 |
| 2010-04-01 | 41.9558413227792 |
| 2010-05-01 | 42.0312431929561 |
| 2010-06-01 | 41.9862364454725 |
| 2010-07-01 | 42.1677600927195 |
| 2010-08-01 | 42.3334691453139 |
| 2010-09-01 | 42.2016965544863 |
| 2010-10-01 | 42.2181226968646 |
| 2010-11-01 | 42.3072604792432 |
| 2010-12-01 | 42.4738493331475 |
| 2011-01-01 | 42.6677175953658 |
| 2011-02-01 | 42.6381104547039 |
| 2011-03-01 | 42.6016901317521 |
| 2011-04-01 | 42.6758640620032 |
| 2011-05-01 | 42.7325182884398 |
| 2011-06-01 | 42.4839015102035 |
| 2011-07-01 | 42.3795385779008 |
| 2011-08-01 | 42.3423296279203 |
| 2011-09-01 | 42.0939486717451 |
| 2011-10-01 | 42.0346909024824 |
| 2011-11-01 | 41.8020361352747 |
| 2011-12-01 | 41.5349258508915 |
| 2012-01-01 | 41.0506021211209 |
| 2012-02-01 | 41.1157967499174 |
| 2012-03-01 | 41.1294843735468 |
| 2012-04-01 | 41.0968834269716 |
| 2012-05-01 | 41.0472967717649 |
| 2012-06-01 | 41.3739520896766 |
| 2012-07-01 | 40.9882045559748 |
| 2012-08-01 | 40.9525861351056 |
| 2012-09-01 | 40.9938231654179 |
| 2012-10-01 | 40.8425171156644 |
| 2012-11-01 | 40.7919125869171 |
| 2012-12-01 | 40.8110966225965 |
| 2013-01-01 | 40.6239511041319 |
| 2013-02-01 | 40.7980595072747 |
| 2013-03-01 | 40.8674139814805 |
| 2013-04-01 | 40.5028405562369 |
| 2013-05-01 | 40.4653297929252 |
| 2013-06-01 | 40.3757860676268 |
| 2013-07-01 | 40.1825194978948 |
| 2013-08-01 | 40.0527889349900 |
| 2013-09-01 | 40.0957248451169 |
| 2013-10-01 | 39.8499295794486 |
| 2013-11-01 | 39.8881003748236 |
| 2013-12-01 | 40.0084876280673 |
| 2014-01-01 | 40.0006209757918 |
| 2014-02-01 | 40.0767147927132 |
| 2014-03-01 | 39.8946496098408 |
| 2014-04-01 | 39.8986073784340 |
| 2014-05-01 | 40.2764154945756 |
| 2014-06-01 | 40.6812044818944 |
| 2014-07-01 | 40.8737938972281 |
| 2014-08-01 | 41.0506940511543 |
| 2014-09-01 | 41.5006627136433 |
| 2014-10-01 | 42.0597564115983 |
| 2014-11-01 | 42.4893315733908 |
| 2014-12-01 | 42.6205558718349 |
| 2015-01-01 | 42.8791748981519 |
| 2015-02-01 | 42.9612258711343 |
| 2015-03-01 | 43.2163005664052 |
| 2015-04-01 | 43.2815949728889 |
| 2015-05-01 | 43.1724754799974 |
| 2015-06-01 | 43.1907888566463 |
| 2015-07-01 | 43.2611332907389 |
| 2015-08-01 | 43.2487888024260 |
| 2015-09-01 | 43.0179805812958 |
| 2015-10-01 | 42.9744271765331 |
| 2015-11-01 | 42.7875896882741 |
| 2015-12-01 | 42.6541493156064 |
| 2016-01-01 | 42.5561942863125 |
| 2016-02-01 | 42.3409937940430 |
| 2016-03-01 | 42.1127831768350 |
| 2016-04-01 | 42.1589476260492 |
| 2016-05-01 | 42.0629821679125 |
| 2016-06-01 | 41.8044989385446 |
| 2016-07-01 | 41.8579328057352 |
| 2016-08-01 | 41.7534729068895 |
| 2016-09-01 | 41.7445569548486 |
| 2016-10-01 | 41.4927755596269 |
| 2016-11-01 | 41.3823050332431 |
| 2016-12-01 | 41.2869100222393 |
| 2017-01-01 | 41.1219408784434 |
| 2017-02-01 | 41.2197734543738 |
| 2017-03-01 | 41.0987242384065 |
| 2017-04-01 | 41.1402549433507 |
| 2017-05-01 | 41.1506593816746 |
| 2017-06-01 | 41.1228278108070 |
| 2017-07-01 | 40.9628632262768 |
| 2017-08-01 | 40.8729263620544 |
| 2017-09-01 | 41.0723330798082 |
| 2017-10-01 | 40.7152630367563 |
| 2017-11-01 | 40.5722706072214 |
| 2017-12-01 | 40.6152153508895 |
| 2018-01-01 | 40.4795736541108 |
| 2018-02-01 | 40.4769559269903 |
| 2018-03-01 | 40.5631287634378 |
| 2018-04-01 | 40.6438342093641 |
| 2018-05-01 | 40.6594550448232 |
| 2018-06-01 | 40.6386699773788 |
| 2018-07-01 | 40.5708432058246 |
| 2018-08-01 | 40.6049771714617 |
| 2018-09-01 | 40.3015913035598 |
| 2018-10-01 | 40.4340981344534 |
| 2018-11-01 | 40.4647806477314 |
| 2018-12-01 | 40.2182708676510 |
| 2019-01-01 | 40.2265895358548 |
| 2019-02-01 | 40.2351190571119 |
| 2019-03-01 | 40.1317812682431 |
| 2019-04-01 | 39.8513668284943 |
| 2019-05-01 | 39.6857707240185 |
| 2019-06-01 | 39.5636238794155 |
| 2019-07-01 | 39.3726367403982 |
| 2019-08-01 | 39.2372776115864 |
| 2019-09-01 | 39.2292531120375 |
| 2019-10-01 | 39.0356078233826 |
| 2019-11-01 | 38.9609653687041 |
| 2019-12-01 | 38.7271827422888 |
| 2020-01-01 | 38.4732761541517 |
| 2020-02-01 | 38.0881531772552 |
| 2020-03-01 | 37.6927416291429 |
| 2020-04-01 | 34.3690967433141 |
| 2020-05-01 | 34.2287905767158 |
| 2020-06-01 | 33.5865344902465 |
| 2020-07-01 | 33.7738127350208 |
| 2020-08-01 | 33.6620580920117 |
| 2020-09-01 | 33.5296927543793 |
| 2020-10-01 | 33.8349696815569 |
| 2020-11-01 | 33.5756689415940 |
| 2020-12-01 | 33.6232562577444 |
| 2021-01-01 | 33.8355368408220 |
| 2021-02-01 | 33.8600557412496 |
| 2021-03-01 | 33.8671423621119 |
| 2021-04-01 | 33.7795071229295 |
| 2021-05-01 | 33.8640067593710 |
| 2021-06-01 | 34.1034611099682 |
| 2021-07-01 | 34.3747964281754 |
| 2021-08-01 | 34.4720252344726 |
| 2021-09-01 | 34.4991275981404 |
| 2021-10-01 | 34.8363219665270 |
| 2021-11-01 | 35.1070436934907 |
| 2021-12-01 | 35.3315802823140 |
| 2022-01-01 | 35.4186947240419 |
| 2022-02-01 | 35.6411217534358 |
| 2022-03-01 | 35.9446518044201 |
| 2022-04-01 | 36.3935157001923 |
| 2022-05-01 | 36.4873784699235 |
| 2022-06-01 | 36.5962610993878 |
| 2022-07-01 | 36.9825810454172 |
| 2022-08-01 | 37.0748472107406 |
| 2022-09-01 | 37.2482466874255 |
| 2022-10-01 | 37.4399290029258 |
| 2022-11-01 | 37.3426392723598 |
| 2022-12-01 | 37.3335095019151 |
| 2023-01-01 | 37.5282433319827 |
| 2023-02-01 | 37.6492589462717 |
| 2023-03-01 | 37.8357550027795 |
| 2023-04-01 | 37.4916961226614 |
| 2023-05-01 | 37.5994505268649 |
| 2023-06-01 | 37.7737225861385 |
| 2023-07-01 | 37.4889790640769 |
| 2023-08-01 | 37.5737591022102 |
| 2023-09-01 | 37.7000199303923 |
| 2023-10-01 | 37.5359809580905 |
| 2023-11-01 | 37.5678602069821 |
| 2023-12-01 | 37.8520128442113 |
| 2024-01-01 | 37.8459888873902 |
| 2024-02-01 | 37.9596027331417 |
| 2024-03-01 | 38.0326231671778 |
| 2024-04-01 | 37.9939875484645 |
| 2024-05-01 | 37.9987911634603 |
| 2024-06-01 | 38.1412974703775 |
| 2024-07-01 | 38.1039489098726 |
| 2024-08-01 | 38.1770806838254 |
| 2024-09-01 | 38.1550099564839 |
| 2024-10-01 | 38.0370961771303 |
| 2024-11-01 | 38.0802416628644 |
| 2024-12-01 | 38.0571361053331 |
| 2025-01-01 | 38.0639830398897 |
| 2025-02-01 | 37.9782513114578 |
| 2025-03-01 | 38.0404166571720 |
| 2025-04-01 | 37.9911074599433 |
| 2025-05-01 | 37.9972960127873 |
| 2025-06-01 | 37.8112988538699 |
| 2025-07-01 | 37.7135636591275 |
| 2025-08-01 | 37.6790361846361 |
| 2025-09-01 | 37.7324155388998 |
| 2025-10-01 | 37.7343880454525 |
| 2025-11-01 | 37.6817432622843 |
| 2025-12-01 | 37.3631059587976 |
| 2026-01-01 | 37.6718287379997 |
| 2026-02-01 | 37.6927319186646 |
| 2026-03-01 | 37.4483817012896 |
| 2026-04-01 | 37.8923451055055 |
| 2026-05-01 | 37.7929181287976 |
| 2026-06-01 | 38.2937189379931 |