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 2026-08-01 |
| Last Updated | 2026-09-18 11:30 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 | 43.8931949602 |
| 1990-02-01 | 43.8179168528 |
| 1990-03-01 | 44.0436537703 |
| 1990-04-01 | 43.0253533680 |
| 1990-05-01 | 43.1750692311 |
| 1990-06-01 | 43.4219753851 |
| 1990-07-01 | 42.7206402131 |
| 1990-08-01 | 43.6218832202 |
| 1990-09-01 | 42.5927864790 |
| 1990-10-01 | 42.4951495180 |
| 1990-11-01 | 42.4243811612 |
| 1990-12-01 | 42.2794143131 |
| 1991-01-01 | 43.3989706665 |
| 1991-02-01 | 43.0081888730 |
| 1991-03-01 | 42.8144255190 |
| 1991-04-01 | 42.7247069945 |
| 1991-05-01 | 42.3782092935 |
| 1991-06-01 | 42.2150213072 |
| 1991-07-01 | 41.9439757548 |
| 1991-08-01 | 41.6302251328 |
| 1991-09-01 | 41.1020921062 |
| 1991-10-01 | 40.6014848227 |
| 1991-11-01 | 40.4207705678 |
| 1991-12-01 | 40.4868948479 |
| 1992-01-01 | 39.6041772094 |
| 1992-02-01 | 39.2949075690 |
| 1992-03-01 | 38.8722195831 |
| 1992-04-01 | 38.8125110737 |
| 1992-05-01 | 38.8707628770 |
| 1992-06-01 | 38.5113760748 |
| 1992-07-01 | 38.5809870674 |
| 1992-08-01 | 38.1451236816 |
| 1992-09-01 | 38.3184379045 |
| 1992-10-01 | 38.5118048980 |
| 1992-11-01 | 37.8225222179 |
| 1992-12-01 | 37.4925249366 |
| 1993-01-01 | 37.9217524090 |
| 1993-02-01 | 37.8645197297 |
| 1993-03-01 | 37.7205602368 |
| 1993-04-01 | 37.2877868146 |
| 1993-05-01 | 37.0522510420 |
| 1993-06-01 | 37.0048991084 |
| 1993-07-01 | 36.9343461002 |
| 1993-08-01 | 36.9909712653 |
| 1993-09-01 | 36.6356125670 |
| 1993-10-01 | 37.0196939091 |
| 1993-11-01 | 36.7194867755 |
| 1993-12-01 | 36.4888621463 |
| 1994-01-01 | 34.9323880437 |
| 1994-02-01 | 34.8335400292 |
| 1994-03-01 | 34.8595099332 |
| 1994-04-01 | 34.6551204334 |
| 1994-05-01 | 34.5497988907 |
| 1994-06-01 | 34.5025143966 |
| 1994-07-01 | 34.1916237161 |
| 1994-08-01 | 34.1333631665 |
| 1994-09-01 | 34.1833100548 |
| 1994-10-01 | 33.8111504006 |
| 1994-11-01 | 33.8981334293 |
| 1994-12-01 | 33.6833795897 |
| 1995-01-01 | 33.4366175823 |
| 1995-02-01 | 33.2048219240 |
| 1995-03-01 | 33.1171070623 |
| 1995-04-01 | 33.1120617598 |
| 1995-05-01 | 33.0514951306 |
| 1995-06-01 | 32.8027305248 |
| 1995-07-01 | 32.3450342064 |
| 1995-08-01 | 32.5873986485 |
| 1995-09-01 | 32.3348786030 |
| 1995-10-01 | 31.7980962741 |
| 1995-11-01 | 31.7617087205 |
| 1995-12-01 | 31.8722279361 |
| 1996-01-01 | 31.7082456267 |
| 1996-02-01 | 31.8992667049 |
| 1996-03-01 | 31.7072026417 |
| 1996-04-01 | 31.5697249777 |
| 1996-05-01 | 31.3566981369 |
| 1996-06-01 | 31.2131719531 |
| 1996-07-01 | 30.8744427896 |
| 1996-08-01 | 30.5224150560 |
| 1996-09-01 | 30.5003104673 |
| 1996-10-01 | 30.3687624638 |
| 1996-11-01 | 30.2338942661 |
| 1996-12-01 | 30.1695881129 |
| 1997-01-01 | 29.4635354111 |
| 1997-02-01 | 29.4922367612 |
| 1997-03-01 | 29.4242463117 |
| 1997-04-01 | 29.1437113115 |
| 1997-05-01 | 29.0532652087 |
| 1997-06-01 | 29.1341963959 |
| 1997-07-01 | 30.4781724301 |
| 1997-08-01 | 29.3612837550 |
| 1997-09-01 | 29.4540620844 |
| 1997-10-01 | 29.6245501768 |
| 1997-11-01 | 29.8182329343 |
| 1997-12-01 | 29.7673529101 |
| 1998-01-01 | 29.8054962320 |
| 1998-02-01 | 29.7978923735 |
| 1998-03-01 | 29.7431116518 |
| 1998-04-01 | 29.9410705874 |
| 1998-05-01 | 29.8626916837 |
| 1998-06-01 | 29.8672501863 |
| 1998-07-01 | 30.6597994106 |
| 1998-08-01 | 29.9687564571 |
| 1998-09-01 | 29.9038089342 |
| 1998-10-01 | 29.9593099297 |
| 1998-11-01 | 30.0252620530 |
| 1998-12-01 | 29.9740533974 |
| 1999-01-01 | 30.1574239347 |
| 1999-02-01 | 29.9005624929 |
| 1999-03-01 | 28.8669236750 |
| 1999-04-01 | 28.8549759921 |
| 1999-05-01 | 28.7710634876 |
| 1999-06-01 | 28.6875799386 |
| 1999-07-01 | 27.9406439491 |
| 1999-08-01 | 27.6634656309 |
| 1999-09-01 | 27.7320418904 |
| 1999-10-01 | 27.6067996841 |
| 1999-11-01 | 26.9398393156 |
| 1999-12-01 | 27.2782167975 |
| 2000-01-01 | 27.4176203373 |
| 2000-02-01 | 27.5173761279 |
| 2000-03-01 | 28.0911024349 |
| 2000-04-01 | 27.6727484045 |
| 2000-05-01 | 27.8740912018 |
| 2000-06-01 | 27.9032969651 |
| 2000-07-01 | 28.1171923189 |
| 2000-08-01 | 28.2371668601 |
| 2000-09-01 | 28.1358234234 |
| 2000-10-01 | 28.5703759277 |
| 2000-11-01 | 29.1698832661 |
| 2000-12-01 | 28.8937786564 |
| 2001-01-01 | 28.8040122047 |
| 2001-02-01 | 28.8274420930 |
| 2001-03-01 | 28.9148819212 |
| 2001-04-01 | 28.9863300214 |
| 2001-05-01 | 28.9698953852 |
| 2001-06-01 | 29.0940350848 |
| 2001-07-01 | 29.5021117377 |
| 2001-08-01 | 29.7144674565 |
| 2001-09-01 | 29.8267487615 |
| 2001-10-01 | 30.0563527534 |
| 2001-11-01 | 29.9853933933 |
| 2001-12-01 | 30.2979764887 |
| 2002-01-01 | 30.7227517490 |
| 2002-02-01 | 30.7508955115 |
| 2002-03-01 | 30.6276988457 |
| 2002-04-01 | 30.9886983670 |
| 2002-05-01 | 31.3651615090 |
| 2002-06-01 | 31.7819545008 |
| 2002-07-01 | 31.8800066703 |
| 2002-08-01 | 32.1971661327 |
| 2002-09-01 | 32.4984687630 |
| 2002-10-01 | 33.0563055006 |
| 2002-11-01 | 33.4878204008 |
| 2002-12-01 | 33.9148791375 |
| 2003-01-01 | 34.4698901287 |
| 2003-02-01 | 34.6734555751 |
| 2003-03-01 | 35.0443445070 |
| 2003-04-01 | 35.2773632145 |
| 2003-05-01 | 35.4478934229 |
| 2003-06-01 | 35.5467579188 |
| 2003-07-01 | 36.0748195392 |
| 2003-08-01 | 36.0916784481 |
| 2003-09-01 | 36.1715216221 |
| 2003-10-01 | 36.1647423866 |
| 2003-11-01 | 36.3746647584 |
| 2003-12-01 | 36.4257668624 |
| 2004-01-01 | 36.8301566598 |
| 2004-02-01 | 37.0036325847 |
| 2004-03-01 | 37.2475264991 |
| 2004-04-01 | 37.7614531689 |
| 2004-05-01 | 38.1293223659 |
| 2004-06-01 | 38.6141484050 |
| 2004-07-01 | 38.8724499415 |
| 2004-08-01 | 39.2963926411 |
| 2004-09-01 | 39.6370380595 |
| 2004-10-01 | 40.0686158972 |
| 2004-11-01 | 40.4564482881 |
| 2004-12-01 | 40.9516095254 |
| 2005-01-01 | 40.9904582991 |
| 2005-02-01 | 41.3260262604 |
| 2005-03-01 | 41.5459442524 |
| 2005-04-01 | 41.6413126994 |
| 2005-05-01 | 41.8143133693 |
| 2005-06-01 | 41.7889090544 |
| 2005-07-01 | 41.9854334020 |
| 2005-08-01 | 41.7943868668 |
| 2005-09-01 | 42.0181840384 |
| 2005-10-01 | 41.8621065580 |
| 2005-11-01 | 41.9405154677 |
| 2005-12-01 | 41.8554750852 |
| 2006-01-01 | 41.7452009892 |
| 2006-02-01 | 42.1423420699 |
| 2006-03-01 | 42.1233746781 |
| 2006-04-01 | 42.6309272638 |
| 2006-05-01 | 42.8181983771 |
| 2006-06-01 | 42.9935027861 |
| 2006-07-01 | 42.9959508278 |
| 2006-08-01 | 43.1907353599 |
| 2006-09-01 | 43.3024481872 |
| 2006-10-01 | 43.4419310928 |
| 2006-11-01 | 43.5256949731 |
| 2006-12-01 | 43.9602025541 |
| 2007-01-01 | 43.4815032361 |
| 2007-02-01 | 43.4488483591 |
| 2007-03-01 | 43.4015097603 |
| 2007-04-01 | 43.2281708738 |
| 2007-05-01 | 43.2262394470 |
| 2007-06-01 | 43.4104152499 |
| 2007-07-01 | 43.2170003704 |
| 2007-08-01 | 43.1743262701 |
| 2007-09-01 | 43.3047029233 |
| 2007-10-01 | 43.4202395434 |
| 2007-11-01 | 43.7198007437 |
| 2007-12-01 | 43.5490472725 |
| 2008-01-01 | 43.7888170460 |
| 2008-02-01 | 43.9521625761 |
| 2008-03-01 | 44.0796237094 |
| 2008-04-01 | 44.3365661756 |
| 2008-05-01 | 44.3337840324 |
| 2008-06-01 | 44.3417213000 |
| 2008-07-01 | 44.5358097685 |
| 2008-08-01 | 44.6560232804 |
| 2008-09-01 | 44.4077631921 |
| 2008-10-01 | 44.3052496484 |
| 2008-11-01 | 44.0113087093 |
| 2008-12-01 | 43.8399607535 |
| 2009-01-01 | 43.6796652287 |
| 2009-02-01 | 43.4582208480 |
| 2009-03-01 | 43.2776960669 |
| 2009-04-01 | 42.7388651681 |
| 2009-05-01 | 42.6340194318 |
| 2009-06-01 | 42.4716108157 |
| 2009-07-01 | 42.2531695266 |
| 2009-08-01 | 42.1327316379 |
| 2009-09-01 | 42.1123814706 |
| 2009-10-01 | 42.1049335050 |
| 2009-11-01 | 42.1129517681 |
| 2009-12-01 | 42.0100995607 |
| 2010-01-01 | 41.8740719177 |
| 2010-02-01 | 41.7524662781 |
| 2010-03-01 | 41.9795188984 |
| 2010-04-01 | 41.9558415542 |
| 2010-05-01 | 42.0312439165 |
| 2010-06-01 | 41.9862365627 |
| 2010-07-01 | 42.1677591982 |
| 2010-08-01 | 42.3334679516 |
| 2010-09-01 | 42.2016961259 |
| 2010-10-01 | 42.2181232214 |
| 2010-11-01 | 42.3072617277 |
| 2010-12-01 | 42.4738505046 |
| 2011-01-01 | 42.6677209343 |
| 2011-02-01 | 42.6381108569 |
| 2011-03-01 | 42.6016848635 |
| 2011-04-01 | 42.6758640023 |
| 2011-05-01 | 42.7325200522 |
| 2011-06-01 | 42.4839023130 |
| 2011-07-01 | 42.3795382534 |
| 2011-08-01 | 42.3423215169 |
| 2011-09-01 | 42.0939475074 |
| 2011-10-01 | 42.0346911686 |
| 2011-11-01 | 41.8020412155 |
| 2011-12-01 | 41.5349309894 |
| 2012-01-01 | 41.0506102897 |
| 2012-02-01 | 41.1157987070 |
| 2012-03-01 | 41.1294751296 |
| 2012-04-01 | 41.0968805782 |
| 2012-05-01 | 41.0472976988 |
| 2012-06-01 | 41.3739530987 |
| 2012-07-01 | 40.9882037567 |
| 2012-08-01 | 40.9525690095 |
| 2012-09-01 | 40.9938186893 |
| 2012-10-01 | 40.8425162396 |
| 2012-11-01 | 40.7919228452 |
| 2012-12-01 | 40.8111117113 |
| 2013-01-01 | 40.6239735255 |
| 2013-02-01 | 40.7980751296 |
| 2013-03-01 | 40.8673750743 |
| 2013-04-01 | 40.5028385552 |
| 2013-05-01 | 40.4653292388 |
| 2013-06-01 | 40.3757874228 |
| 2013-07-01 | 40.1825170187 |
| 2013-08-01 | 40.0527617736 |
| 2013-09-01 | 40.0957199807 |
| 2013-10-01 | 39.8499261195 |
| 2013-11-01 | 39.8881027979 |
| 2013-12-01 | 40.0084875666 |
| 2014-01-01 | 40.0007490170 |
| 2014-02-01 | 40.0767211368 |
| 2014-03-01 | 39.8945682630 |
| 2014-04-01 | 39.8986011773 |
| 2014-05-01 | 40.2764037298 |
| 2014-06-01 | 40.6811826890 |
| 2014-07-01 | 40.8737632157 |
| 2014-08-01 | 41.0506436708 |
| 2014-09-01 | 41.5006748921 |
| 2014-10-01 | 42.0597651447 |
| 2014-11-01 | 42.4893750630 |
| 2014-12-01 | 42.6206049173 |
| 2015-01-01 | 42.8794455812 |
| 2015-02-01 | 42.9612108114 |
| 2015-03-01 | 43.2161221837 |
| 2015-04-01 | 43.2815111184 |
| 2015-05-01 | 43.1723986975 |
| 2015-06-01 | 43.1907171644 |
| 2015-07-01 | 43.2610567013 |
| 2015-08-01 | 43.2486994013 |
| 2015-09-01 | 43.0180746307 |
| 2015-10-01 | 42.9744945081 |
| 2015-11-01 | 42.7877417187 |
| 2015-12-01 | 42.6543739629 |
| 2016-01-01 | 42.5566727777 |
| 2016-02-01 | 42.3409139090 |
| 2016-03-01 | 42.1124177348 |
| 2016-04-01 | 42.1586417500 |
| 2016-05-01 | 42.0627372440 |
| 2016-06-01 | 41.8043379975 |
| 2016-07-01 | 41.8578002120 |
| 2016-08-01 | 41.7533107124 |
| 2016-09-01 | 41.7447605255 |
| 2016-10-01 | 41.4930320604 |
| 2016-11-01 | 41.3826552893 |
| 2016-12-01 | 41.2874754869 |
| 2017-01-01 | 41.1229251451 |
| 2017-02-01 | 41.2203934792 |
| 2017-03-01 | 41.0965061316 |
| 2017-04-01 | 41.1398121753 |
| 2017-05-01 | 41.1502908957 |
| 2017-06-01 | 41.1225769436 |
| 2017-07-01 | 40.9626030175 |
| 2017-08-01 | 40.8727690826 |
| 2017-09-01 | 41.0727421555 |
| 2017-10-01 | 40.7158236821 |
| 2017-11-01 | 40.5730804876 |
| 2017-12-01 | 40.6164619083 |
| 2018-01-01 | 40.4812733286 |
| 2018-02-01 | 40.4781714566 |
| 2018-03-01 | 40.5586804793 |
| 2018-04-01 | 40.6427401909 |
| 2018-05-01 | 40.6586121890 |
| 2018-06-01 | 40.6382434373 |
| 2018-07-01 | 40.5705264339 |
| 2018-08-01 | 40.6048878012 |
| 2018-09-01 | 40.3025485287 |
| 2018-10-01 | 40.4351759311 |
| 2018-11-01 | 40.4664905657 |
| 2018-12-01 | 40.2206022602 |
| 2019-01-01 | 40.2291561849 |
| 2019-02-01 | 40.2370083689 |
| 2019-03-01 | 40.1250815447 |
| 2019-04-01 | 39.8473085717 |
| 2019-05-01 | 39.6845725301 |
| 2019-06-01 | 39.5632568288 |
| 2019-07-01 | 39.3725135778 |
| 2019-08-01 | 39.2374806795 |
| 2019-09-01 | 39.2309293291 |
| 2019-10-01 | 39.0375482848 |
| 2019-11-01 | 38.9639673061 |
| 2019-12-01 | 38.7310017194 |
| 2020-01-01 | 38.4767122855 |
| 2020-02-01 | 38.0913247041 |
| 2020-03-01 | 37.6849451629 |
| 2020-04-01 | 34.3558519319 |
| 2020-05-01 | 34.2289261057 |
| 2020-06-01 | 33.5873066027 |
| 2020-07-01 | 33.7743239614 |
| 2020-08-01 | 33.6626208572 |
| 2020-09-01 | 33.5323637180 |
| 2020-10-01 | 33.8375220065 |
| 2020-11-01 | 33.5827726987 |
| 2020-12-01 | 33.6279512210 |
| 2021-01-01 | 33.8393169084 |
| 2021-02-01 | 33.8638083626 |
| 2021-03-01 | 33.8571624419 |
| 2021-04-01 | 33.7558675127 |
| 2021-05-01 | 33.8647922542 |
| 2021-06-01 | 34.1054735569 |
| 2021-07-01 | 34.3766292269 |
| 2021-08-01 | 34.4740396828 |
| 2021-09-01 | 34.5036094068 |
| 2021-10-01 | 34.8405622358 |
| 2021-11-01 | 35.1191999108 |
| 2021-12-01 | 35.3376956784 |
| 2022-01-01 | 35.4223427259 |
| 2022-02-01 | 35.6432023841 |
| 2022-03-01 | 35.9315264942 |
| 2022-04-01 | 36.3588600593 |
| 2022-05-01 | 36.4868486404 |
| 2022-06-01 | 36.5991708417 |
| 2022-07-01 | 36.9867896973 |
| 2022-08-01 | 37.0797558406 |
| 2022-09-01 | 37.2560024260 |
| 2022-10-01 | 37.4474154376 |
| 2022-11-01 | 37.3616175043 |
| 2022-12-01 | 37.3413714950 |
| 2023-01-01 | 37.5322508344 |
| 2023-02-01 | 37.6479250999 |
| 2023-03-01 | 37.8166711306 |
| 2023-04-01 | 37.4443964872 |
| 2023-05-01 | 37.5925404831 |
| 2023-06-01 | 37.7779523847 |
| 2023-07-01 | 37.5005095952 |
| 2023-08-01 | 37.5842573144 |
| 2023-09-01 | 37.7082935555 |
| 2023-10-01 | 37.5498308361 |
| 2023-11-01 | 37.5930942308 |
| 2023-12-01 | 37.8622268094 |
| 2024-01-01 | 37.8511217218 |
| 2024-02-01 | 37.9547680149 |
| 2024-03-01 | 38.0059899500 |
| 2024-04-01 | 37.9343786256 |
| 2024-05-01 | 37.9835531003 |
| 2024-06-01 | 38.1454037663 |
| 2024-07-01 | 38.1235337332 |
| 2024-08-01 | 38.1951812674 |
| 2024-09-01 | 38.1629132025 |
| 2024-10-01 | 38.0573605130 |
| 2024-11-01 | 38.1124779465 |
| 2024-12-01 | 38.0688315564 |
| 2025-01-01 | 38.0704384273 |
| 2025-02-01 | 37.9698395222 |
| 2025-03-01 | 38.0050901606 |
| 2025-04-01 | 37.9242409269 |
| 2025-05-01 | 37.9716140293 |
| 2025-06-01 | 37.8144443481 |
| 2025-07-01 | 37.7412873803 |
| 2025-08-01 | 37.7054733263 |
| 2025-09-01 | 37.7382998545 |
| 2025-10-01 | 37.7608945237 |
| 2025-11-01 | 37.7181940873 |
| 2025-12-01 | 37.3763032610 |
| 2026-01-01 | 37.6793753799 |
| 2026-02-01 | 37.6809918732 |
| 2026-03-01 | 37.4062901687 |
| 2026-04-01 | 37.8234468428 |
| 2026-05-01 | 37.7587474914 |
| 2026-06-01 | 38.2943736467 |
| 2026-07-01 | 37.8499692575 |
| 2026-08-01 | 37.8138421050 |