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 2026-07-01 |
| Last Updated | 2026-08-21 6:46 PM 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 | 43.8934330412009 |
| 1990-02-01 | 43.8181015297833 |
| 1990-03-01 | 44.0437372335020 |
| 1990-04-01 | 43.0254147064155 |
| 1990-05-01 | 43.1751164698351 |
| 1990-06-01 | 43.4219719546317 |
| 1990-07-01 | 42.7205780778589 |
| 1990-08-01 | 43.6220513635457 |
| 1990-09-01 | 42.5926764032030 |
| 1990-10-01 | 42.4950725419937 |
| 1990-11-01 | 42.4242290209721 |
| 1990-12-01 | 42.2790667666520 |
| 1991-01-01 | 43.3991854633388 |
| 1991-02-01 | 43.0083583238687 |
| 1991-03-01 | 42.8145064677401 |
| 1991-04-01 | 42.7247666742542 |
| 1991-05-01 | 42.3782545030961 |
| 1991-06-01 | 42.2150190656910 |
| 1991-07-01 | 41.9439222137381 |
| 1991-08-01 | 41.6303772583005 |
| 1991-09-01 | 41.1019976794537 |
| 1991-10-01 | 40.6014167581507 |
| 1991-11-01 | 40.4206390838174 |
| 1991-12-01 | 40.4865901588465 |
| 1992-01-01 | 39.6043501279690 |
| 1992-02-01 | 39.2950437726981 |
| 1992-03-01 | 38.8722952332371 |
| 1992-04-01 | 38.8125649511364 |
| 1992-05-01 | 38.8707996331587 |
| 1992-06-01 | 38.5113754585069 |
| 1992-07-01 | 38.5809518643564 |
| 1992-08-01 | 38.1452307126416 |
| 1992-09-01 | 38.3183683500674 |
| 1992-10-01 | 38.5117541954024 |
| 1992-11-01 | 37.8224311541517 |
| 1992-12-01 | 37.4923032100757 |
| 1993-01-01 | 37.9218597842643 |
| 1993-02-01 | 37.8646115525209 |
| 1993-03-01 | 37.7206212770903 |
| 1993-04-01 | 37.2878296777526 |
| 1993-05-01 | 37.0522773094973 |
| 1993-06-01 | 37.0049000380401 |
| 1993-07-01 | 36.9343266493750 |
| 1993-08-01 | 36.9910414458876 |
| 1993-09-01 | 36.6355673413497 |
| 1993-10-01 | 37.0196558915212 |
| 1993-11-01 | 36.7194339823145 |
| 1993-12-01 | 36.4887238000568 |
| 1994-01-01 | 34.9324445050456 |
| 1994-02-01 | 34.8335869200361 |
| 1994-03-01 | 34.8595536452642 |
| 1994-04-01 | 34.6551509776267 |
| 1994-05-01 | 34.5498120511500 |
| 1994-06-01 | 34.5025091785169 |
| 1994-07-01 | 34.1916449588143 |
| 1994-08-01 | 34.1333828203303 |
| 1994-09-01 | 34.1832832505585 |
| 1994-10-01 | 33.8111219161673 |
| 1994-11-01 | 33.8981094197558 |
| 1994-12-01 | 33.6833159441572 |
| 1995-01-01 | 33.4366357061795 |
| 1995-02-01 | 33.2048378843128 |
| 1995-03-01 | 33.1171311608491 |
| 1995-04-01 | 33.1120835266700 |
| 1995-05-01 | 33.0515089818097 |
| 1995-06-01 | 32.8027349056505 |
| 1995-07-01 | 32.3450469454403 |
| 1995-08-01 | 32.5874077533957 |
| 1995-09-01 | 32.3348660139568 |
| 1995-10-01 | 31.7980688329639 |
| 1995-11-01 | 31.7616872718742 |
| 1995-12-01 | 31.8721935551577 |
| 1996-01-01 | 31.7082663227288 |
| 1996-02-01 | 31.8992462287711 |
| 1996-03-01 | 31.7072318811251 |
| 1996-04-01 | 31.5697498478389 |
| 1996-05-01 | 31.3567156596127 |
| 1996-06-01 | 31.2131930087964 |
| 1996-07-01 | 30.8744362450715 |
| 1996-08-01 | 30.5224147914860 |
| 1996-09-01 | 30.5003035418861 |
| 1996-10-01 | 30.3687379470976 |
| 1996-11-01 | 30.2338672306931 |
| 1996-12-01 | 30.1695616402541 |
| 1997-01-01 | 29.4635569795029 |
| 1997-02-01 | 29.4921906423416 |
| 1997-03-01 | 29.4242933304962 |
| 1997-04-01 | 29.1437459979625 |
| 1997-05-01 | 29.0532932057727 |
| 1997-06-01 | 29.1342409727610 |
| 1997-07-01 | 30.4781149966100 |
| 1997-08-01 | 29.3612946812054 |
| 1997-09-01 | 29.4540590838499 |
| 1997-10-01 | 29.6245274424249 |
| 1997-11-01 | 29.8181993329143 |
| 1997-12-01 | 29.7673196769028 |
| 1998-01-01 | 29.8055223851034 |
| 1998-02-01 | 29.7978231967015 |
| 1998-03-01 | 29.7431814064543 |
| 1998-04-01 | 29.9411166823156 |
| 1998-05-01 | 29.8627234378549 |
| 1998-06-01 | 29.8673022398602 |
| 1998-07-01 | 30.6597288579655 |
| 1998-08-01 | 29.9687671289825 |
| 1998-09-01 | 29.9038019672085 |
| 1998-10-01 | 29.9592872188528 |
| 1998-11-01 | 30.0252289360240 |
| 1998-12-01 | 29.9740158726874 |
| 1999-01-01 | 30.1574411751046 |
| 1999-02-01 | 29.9004927288227 |
| 1999-03-01 | 28.8670097076185 |
| 1999-04-01 | 28.8550221652757 |
| 1999-05-01 | 28.7710997451325 |
| 1999-06-01 | 28.6876400055337 |
| 1999-07-01 | 27.9405453925275 |
| 1999-08-01 | 27.6634836835152 |
| 1999-09-01 | 27.7320382916909 |
| 1999-10-01 | 27.6067792895981 |
| 1999-11-01 | 26.9398086733963 |
| 1999-12-01 | 27.2781806517955 |
| 2000-01-01 | 27.4176319702493 |
| 2000-02-01 | 27.5173050422569 |
| 2000-03-01 | 28.0911988598132 |
| 2000-04-01 | 27.6727891686699 |
| 2000-05-01 | 27.8741200279641 |
| 2000-06-01 | 27.9033480715260 |
| 2000-07-01 | 28.1171086045798 |
| 2000-08-01 | 28.2371798698944 |
| 2000-09-01 | 28.1358165493093 |
| 2000-10-01 | 28.5703584770789 |
| 2000-11-01 | 29.1698606615542 |
| 2000-12-01 | 28.8937506603048 |
| 2001-01-01 | 28.8040123793508 |
| 2001-02-01 | 28.8273920816949 |
| 2001-03-01 | 28.9149710585582 |
| 2001-04-01 | 28.9863558876651 |
| 2001-05-01 | 28.9699145142446 |
| 2001-06-01 | 29.0940691362956 |
| 2001-07-01 | 29.5020531160130 |
| 2001-08-01 | 29.7144733009013 |
| 2001-09-01 | 29.8267425423797 |
| 2001-10-01 | 30.0563399943809 |
| 2001-11-01 | 29.9853782077867 |
| 2001-12-01 | 30.2979598059670 |
| 2002-01-01 | 30.7227482660589 |
| 2002-02-01 | 30.7508668952949 |
| 2002-03-01 | 30.6277656511150 |
| 2002-04-01 | 30.9887111976981 |
| 2002-05-01 | 31.3651673925609 |
| 2002-06-01 | 31.7819626002290 |
| 2002-07-01 | 31.8799989346464 |
| 2002-08-01 | 32.1971580997938 |
| 2002-09-01 | 32.4984591258614 |
| 2002-10-01 | 33.0562972174937 |
| 2002-11-01 | 33.4878130082734 |
| 2002-12-01 | 33.9148712741150 |
| 2003-01-01 | 34.4698822513436 |
| 2003-02-01 | 34.6734496750584 |
| 2003-03-01 | 35.0443878531759 |
| 2003-04-01 | 35.2773637924938 |
| 2003-05-01 | 35.4478942688793 |
| 2003-06-01 | 35.5467562450463 |
| 2003-07-01 | 36.0748223013306 |
| 2003-08-01 | 36.0916714350805 |
| 2003-09-01 | 36.1715164421577 |
| 2003-10-01 | 36.1647381037581 |
| 2003-11-01 | 36.3746610303811 |
| 2003-12-01 | 36.4257632001343 |
| 2004-01-01 | 36.8301530543850 |
| 2004-02-01 | 37.0036298185426 |
| 2004-03-01 | 37.2475523406139 |
| 2004-04-01 | 37.7614516525466 |
| 2004-05-01 | 38.1293205090894 |
| 2004-06-01 | 38.6141454724035 |
| 2004-07-01 | 38.8724541835592 |
| 2004-08-01 | 39.2963886054303 |
| 2004-09-01 | 39.6370349026202 |
| 2004-10-01 | 40.0686138538086 |
| 2004-11-01 | 40.4564465657364 |
| 2004-12-01 | 40.9516079100866 |
| 2005-01-01 | 40.9904568899727 |
| 2005-02-01 | 41.3260253525096 |
| 2005-03-01 | 41.5459576347793 |
| 2005-04-01 | 41.6413114978411 |
| 2005-05-01 | 41.8143116282327 |
| 2005-06-01 | 41.7889065859501 |
| 2005-07-01 | 41.9854363538652 |
| 2005-08-01 | 41.7943846193242 |
| 2005-09-01 | 42.0181826053384 |
| 2005-10-01 | 41.8621059232031 |
| 2005-11-01 | 41.9405146615900 |
| 2005-12-01 | 41.8554743667430 |
| 2006-01-01 | 41.7452010761338 |
| 2006-02-01 | 42.1423430791928 |
| 2006-03-01 | 42.1233765516541 |
| 2006-04-01 | 42.6309281422436 |
| 2006-05-01 | 42.8181982625109 |
| 2006-06-01 | 42.9935014632126 |
| 2006-07-01 | 42.9959523577514 |
| 2006-08-01 | 43.1907345713090 |
| 2006-09-01 | 43.3024475804997 |
| 2006-10-01 | 43.4419306944998 |
| 2006-11-01 | 43.5256946534772 |
| 2006-12-01 | 43.9602022778335 |
| 2007-01-01 | 43.4815032300583 |
| 2007-02-01 | 43.4488486347905 |
| 2007-03-01 | 43.4015105846176 |
| 2007-04-01 | 43.2281710787314 |
| 2007-05-01 | 43.2262394955928 |
| 2007-06-01 | 43.4104148469916 |
| 2007-07-01 | 43.2170003954238 |
| 2007-08-01 | 43.1743263645576 |
| 2007-09-01 | 43.3047028721981 |
| 2007-10-01 | 43.4202394059618 |
| 2007-11-01 | 43.7198005981997 |
| 2007-12-01 | 43.5490471654278 |
| 2008-01-01 | 43.7888169995461 |
| 2008-02-01 | 43.9521625994224 |
| 2008-03-01 | 44.0796241127564 |
| 2008-04-01 | 44.3365662772474 |
| 2008-05-01 | 44.3337839644404 |
| 2008-06-01 | 44.3417209762952 |
| 2008-07-01 | 44.5358098750038 |
| 2008-08-01 | 44.6560234399484 |
| 2008-09-01 | 44.4077632314674 |
| 2008-10-01 | 44.3052496130665 |
| 2008-11-01 | 44.0113085712690 |
| 2008-12-01 | 43.8399605754480 |
| 2009-01-01 | 43.6796650467957 |
| 2009-02-01 | 43.4582209388509 |
| 2009-03-01 | 43.2776964195380 |
| 2009-04-01 | 42.7388653667484 |
| 2009-05-01 | 42.6340192492364 |
| 2009-06-01 | 42.4716105324288 |
| 2009-07-01 | 42.2531696841841 |
| 2009-08-01 | 42.1327320010584 |
| 2009-09-01 | 42.1123816099525 |
| 2009-10-01 | 42.1049334548054 |
| 2009-11-01 | 42.1129516181649 |
| 2009-12-01 | 42.0100993532085 |
| 2010-01-01 | 41.8740706620335 |
| 2010-02-01 | 41.7524661087494 |
| 2010-03-01 | 41.9795206776794 |
| 2010-04-01 | 41.9558413482292 |
| 2010-05-01 | 42.0312434184172 |
| 2010-06-01 | 41.9862366026866 |
| 2010-07-01 | 42.1677598469340 |
| 2010-08-01 | 42.3334687925289 |
| 2010-09-01 | 42.2016964305642 |
| 2010-10-01 | 42.2181228515543 |
| 2010-11-01 | 42.3072608554093 |
| 2010-12-01 | 42.4738496966811 |
| 2011-01-01 | 42.6677186038797 |
| 2011-02-01 | 42.6381105791506 |
| 2011-03-01 | 42.6016884344397 |
| 2011-04-01 | 42.6758638908495 |
| 2011-05-01 | 42.7325188463791 |
| 2011-06-01 | 42.4839018196504 |
| 2011-07-01 | 42.3795385362660 |
| 2011-08-01 | 42.3423272812583 |
| 2011-09-01 | 42.0939484171157 |
| 2011-10-01 | 42.0346910931068 |
| 2011-11-01 | 41.8020375157099 |
| 2011-12-01 | 41.5349274713715 |
| 2012-01-01 | 41.0506045704473 |
| 2012-02-01 | 41.1157973205823 |
| 2012-03-01 | 41.1294813524098 |
| 2012-04-01 | 41.0968822276582 |
| 2012-05-01 | 41.0472969973998 |
| 2012-06-01 | 41.3739523931386 |
| 2012-07-01 | 40.9882044430622 |
| 2012-08-01 | 40.9525813019166 |
| 2012-09-01 | 40.9938222367554 |
| 2012-10-01 | 40.8425172819136 |
| 2012-11-01 | 40.7919154228377 |
| 2012-12-01 | 40.8111012365844 |
| 2013-01-01 | 40.6239577865783 |
| 2013-02-01 | 40.7980641946712 |
| 2013-03-01 | 40.8674012776321 |
| 2013-04-01 | 40.5028394106994 |
| 2013-05-01 | 40.4653292672482 |
| 2013-06-01 | 40.3757861657377 |
| 2013-07-01 | 40.1825190090622 |
| 2013-08-01 | 40.0527817797077 |
| 2013-09-01 | 40.0957246644143 |
| 2013-10-01 | 39.8499297501597 |
| 2013-11-01 | 39.8881011405591 |
| 2013-12-01 | 40.0084880643538 |
| 2014-01-01 | 40.0006574726891 |
| 2014-02-01 | 40.0767171566387 |
| 2014-03-01 | 39.8946235221426 |
| 2014-04-01 | 39.8986046977722 |
| 2014-05-01 | 40.2764111067600 |
| 2014-06-01 | 40.6811969948535 |
| 2014-07-01 | 40.8737840164468 |
| 2014-08-01 | 41.0506786251576 |
| 2014-09-01 | 41.5006713873842 |
| 2014-10-01 | 42.0597595372426 |
| 2014-11-01 | 42.4893451449353 |
| 2014-12-01 | 42.6205731260727 |
| 2015-01-01 | 42.8792561932610 |
| 2015-02-01 | 42.9612257889948 |
| 2015-03-01 | 43.2162451624614 |
| 2015-04-01 | 43.2815653546108 |
| 2015-05-01 | 43.1724459869253 |
| 2015-06-01 | 43.1907613781001 |
| 2015-07-01 | 43.2611061533696 |
| 2015-08-01 | 43.2487588103408 |
| 2015-09-01 | 43.0180241607427 |
| 2015-10-01 | 42.9744451593545 |
| 2015-11-01 | 42.7876375821959 |
| 2015-12-01 | 42.6542245994307 |
| 2016-01-01 | 42.5563471909815 |
| 2016-02-01 | 42.3409846826621 |
| 2016-03-01 | 42.1126731024918 |
| 2016-04-01 | 42.1588419121529 |
| 2016-05-01 | 42.0628869713172 |
| 2016-06-01 | 41.8044316626549 |
| 2016-07-01 | 41.8578822613851 |
| 2016-08-01 | 41.7534190888747 |
| 2016-09-01 | 41.7446434783060 |
| 2016-10-01 | 41.4928441110571 |
| 2016-11-01 | 41.3824189882797 |
| 2016-12-01 | 41.2871033511449 |
| 2017-01-01 | 41.1222589194526 |
| 2017-02-01 | 41.2199886198091 |
| 2017-03-01 | 41.0981019737258 |
| 2017-04-01 | 41.1401192065459 |
| 2017-05-01 | 41.1503651554175 |
| 2017-06-01 | 41.1227683225509 |
| 2017-07-01 | 40.9627877515231 |
| 2017-08-01 | 40.8728804330239 |
| 2017-09-01 | 41.0724983853079 |
| 2017-10-01 | 40.7154163077328 |
| 2017-11-01 | 40.5725403318158 |
| 2017-12-01 | 40.6156210860499 |
| 2018-01-01 | 40.4801012755084 |
| 2018-02-01 | 40.4773339462452 |
| 2018-03-01 | 40.5618590173833 |
| 2018-04-01 | 40.6435179362037 |
| 2018-05-01 | 40.6588887802247 |
| 2018-06-01 | 40.6386421807835 |
| 2018-07-01 | 40.5708187132815 |
| 2018-08-01 | 40.6049923553154 |
| 2018-09-01 | 40.3018887687478 |
| 2018-10-01 | 40.4343760565259 |
| 2018-11-01 | 40.4653038871469 |
| 2018-12-01 | 40.2189556988361 |
| 2019-01-01 | 40.2273255564490 |
| 2019-02-01 | 40.2356577232833 |
| 2019-03-01 | 40.1298763842731 |
| 2019-04-01 | 39.8501163348225 |
| 2019-05-01 | 39.6850996592693 |
| 2019-06-01 | 39.5638210740915 |
| 2019-07-01 | 39.3728212875672 |
| 2019-08-01 | 39.2374585466662 |
| 2019-09-01 | 39.2297082600069 |
| 2019-10-01 | 39.0360053294007 |
| 2019-11-01 | 38.9617064956300 |
| 2019-12-01 | 38.7283731169107 |
| 2020-01-01 | 38.4740653213497 |
| 2020-02-01 | 38.0889079549327 |
| 2020-03-01 | 37.6903482946000 |
| 2020-04-01 | 34.3654134204656 |
| 2020-05-01 | 34.2282134807768 |
| 2020-06-01 | 33.5881481763464 |
| 2020-07-01 | 33.7742138366237 |
| 2020-08-01 | 33.6622669810758 |
| 2020-09-01 | 33.5304999115753 |
| 2020-10-01 | 33.8356536187306 |
| 2020-11-01 | 33.5766615906009 |
| 2020-12-01 | 33.6249011803783 |
| 2021-01-01 | 33.8362059283503 |
| 2021-02-01 | 33.8606292403824 |
| 2021-03-01 | 33.8637693350444 |
| 2021-04-01 | 33.7730890734292 |
| 2021-05-01 | 33.8635609325309 |
| 2021-06-01 | 34.1068237110392 |
| 2021-07-01 | 34.3758665084057 |
| 2021-08-01 | 34.4726893446488 |
| 2021-09-01 | 34.5005563404104 |
| 2021-10-01 | 34.8375605262736 |
| 2021-11-01 | 35.1084938284128 |
| 2021-12-01 | 35.3336760872920 |
| 2022-01-01 | 35.4188024688940 |
| 2022-02-01 | 35.6403927719115 |
| 2022-03-01 | 35.9395904284761 |
| 2022-04-01 | 36.3842514390005 |
| 2022-05-01 | 36.4869828217099 |
| 2022-06-01 | 36.6017950366843 |
| 2022-07-01 | 36.9850769980438 |
| 2022-08-01 | 37.0765155714102 |
| 2022-09-01 | 37.2505992935797 |
| 2022-10-01 | 37.4421606731540 |
| 2022-11-01 | 37.3452224315695 |
| 2022-12-01 | 37.3357378934169 |
| 2023-01-01 | 37.5277043293642 |
| 2023-02-01 | 37.6465942938516 |
| 2023-03-01 | 37.8275658681311 |
| 2023-04-01 | 37.4773909647293 |
| 2023-05-01 | 37.5977129133556 |
| 2023-06-01 | 37.7854504876549 |
| 2023-07-01 | 37.4946245191857 |
| 2023-08-01 | 37.5759523584488 |
| 2023-09-01 | 37.7018021621014 |
| 2023-10-01 | 37.5402222734463 |
| 2023-11-01 | 37.5719680717184 |
| 2023-12-01 | 37.8541604332428 |
| 2024-01-01 | 37.8449910122503 |
| 2024-02-01 | 37.9547583269195 |
| 2024-03-01 | 38.0204468927827 |
| 2024-04-01 | 37.9746998276876 |
| 2024-05-01 | 37.9954048709823 |
| 2024-06-01 | 38.1599301328219 |
| 2024-07-01 | 38.1126186879747 |
| 2024-08-01 | 38.1794738679859 |
| 2024-09-01 | 38.1558656247459 |
| 2024-10-01 | 38.0436554027444 |
| 2024-11-01 | 38.0861189936376 |
| 2024-12-01 | 38.0589358599381 |
| 2025-01-01 | 38.0629253240170 |
| 2025-02-01 | 37.9715054086184 |
| 2025-03-01 | 38.0240431201898 |
| 2025-04-01 | 37.9676765514117 |
| 2025-05-01 | 37.9917755276194 |
| 2025-06-01 | 37.8369502748208 |
| 2025-07-01 | 37.7247308345619 |
| 2025-08-01 | 37.6813093675551 |
| 2025-09-01 | 37.7317636959467 |
| 2025-10-01 | 37.7432202660634 |
| 2025-11-01 | 37.6890955152545 |
| 2025-12-01 | 37.3646089783015 |
| 2026-01-01 | 37.6708994004601 |
| 2026-02-01 | 37.6843402782870 |
| 2026-03-01 | 37.4289482901734 |
| 2026-04-01 | 37.8673670359812 |
| 2026-05-01 | 37.7862852242049 |
| 2026-06-01 | 38.3227387595645 |
| 2026-07-01 | 38.2303723271151 |