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 2025-12-01 |
| Last Updated | 2026-01-28 2:16 AM CST |
| 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 | 43.8949805008923 |
| 1990-02-01 | 43.8197869540649 |
| 1990-03-01 | 44.0453941537774 |
| 1990-04-01 | 43.0277695218677 |
| 1990-05-01 | 43.1773043928352 |
| 1990-06-01 | 43.4241737137455 |
| 1990-07-01 | 42.7229582562220 |
| 1990-08-01 | 43.6105429339464 |
| 1990-09-01 | 42.5877572143159 |
| 1990-10-01 | 42.4947009433806 |
| 1990-11-01 | 42.4255846860212 |
| 1990-12-01 | 42.2804717935025 |
| 1991-01-01 | 43.4008505183958 |
| 1991-02-01 | 43.0101531487399 |
| 1991-03-01 | 42.8161264966032 |
| 1991-04-01 | 42.7270239130386 |
| 1991-05-01 | 42.3802531531734 |
| 1991-06-01 | 42.2169822167095 |
| 1991-07-01 | 41.9460206110515 |
| 1991-08-01 | 41.6202338862657 |
| 1991-09-01 | 41.0954481670962 |
| 1991-10-01 | 40.6023240861800 |
| 1991-11-01 | 40.4219394136416 |
| 1991-12-01 | 40.4878988528510 |
| 1992-01-01 | 39.6061304183869 |
| 1992-02-01 | 39.2968879135735 |
| 1992-03-01 | 38.8737532177413 |
| 1992-04-01 | 38.8145373753615 |
| 1992-05-01 | 38.8724937106003 |
| 1992-06-01 | 38.5129923057990 |
| 1992-07-01 | 38.5826905905670 |
| 1992-08-01 | 38.1368523383507 |
| 1992-09-01 | 38.3102988429671 |
| 1992-10-01 | 38.5140971874455 |
| 1992-11-01 | 37.8237562642082 |
| 1992-12-01 | 37.4934563474721 |
| 1993-01-01 | 37.9236724751979 |
| 1993-02-01 | 37.8664039150897 |
| 1993-03-01 | 37.7217727212747 |
| 1993-04-01 | 37.2892977819385 |
| 1993-05-01 | 37.0535958154868 |
| 1993-06-01 | 37.0062447895089 |
| 1993-07-01 | 36.9358546390864 |
| 1993-08-01 | 36.9836805002059 |
| 1993-09-01 | 36.6281441959032 |
| 1993-10-01 | 37.0225273143028 |
| 1993-11-01 | 36.7206226222476 |
| 1993-12-01 | 36.4896769787158 |
| 1994-01-01 | 34.9341996621431 |
| 1994-02-01 | 34.8350765857111 |
| 1994-03-01 | 34.8604064236979 |
| 1994-04-01 | 34.6561449284183 |
| 1994-05-01 | 34.5506266555688 |
| 1994-06-01 | 34.5034253627360 |
| 1994-07-01 | 34.1926730659375 |
| 1994-08-01 | 34.1287161496887 |
| 1994-09-01 | 34.1753187965582 |
| 1994-10-01 | 33.8154677616821 |
| 1994-11-01 | 33.8987548243759 |
| 1994-12-01 | 33.6837802956463 |
| 1995-01-01 | 33.4381140756892 |
| 1995-02-01 | 33.2060136015168 |
| 1995-03-01 | 33.1176498866873 |
| 1995-04-01 | 33.1125768387133 |
| 1995-05-01 | 33.0519779926927 |
| 1995-06-01 | 32.8032047671296 |
| 1995-07-01 | 32.3456500926289 |
| 1995-08-01 | 32.5848829251278 |
| 1995-09-01 | 32.3292888752958 |
| 1995-10-01 | 31.8009781291814 |
| 1995-11-01 | 31.7620614198792 |
| 1995-12-01 | 31.8724684407586 |
| 1996-01-01 | 31.7093606828265 |
| 1996-02-01 | 31.8999009526510 |
| 1996-03-01 | 31.7075666916205 |
| 1996-04-01 | 31.5699681159702 |
| 1996-05-01 | 31.3569398585389 |
| 1996-06-01 | 31.2131934392795 |
| 1996-07-01 | 30.8746432833147 |
| 1996-08-01 | 30.5220558401081 |
| 1996-09-01 | 30.4972105801156 |
| 1996-10-01 | 30.3695200330715 |
| 1996-11-01 | 30.2341478109376 |
| 1996-12-01 | 30.1697345547265 |
| 1997-01-01 | 29.4642154222893 |
| 1997-02-01 | 29.4924277809171 |
| 1997-03-01 | 29.4245309809357 |
| 1997-04-01 | 29.1438141032618 |
| 1997-05-01 | 29.0534132830337 |
| 1997-06-01 | 29.1341121074434 |
| 1997-07-01 | 30.4785325691786 |
| 1997-08-01 | 29.3608948907577 |
| 1997-09-01 | 29.4539230434947 |
| 1997-10-01 | 29.6234305905503 |
| 1997-11-01 | 29.8184416540394 |
| 1997-12-01 | 29.7674092544201 |
| 1998-01-01 | 29.8059103388058 |
| 1998-02-01 | 29.7977179840375 |
| 1998-03-01 | 29.7434320465972 |
| 1998-04-01 | 29.9412120079622 |
| 1998-05-01 | 29.8627433546056 |
| 1998-06-01 | 29.8671648884631 |
| 1998-07-01 | 30.6603380990496 |
| 1998-08-01 | 29.9685138643700 |
| 1998-09-01 | 29.9036023335366 |
| 1998-10-01 | 29.9590928287083 |
| 1998-11-01 | 30.0250998659837 |
| 1998-12-01 | 29.9738191095334 |
| 1999-01-01 | 30.1576258495514 |
| 1999-02-01 | 29.9003366924435 |
| 1999-03-01 | 28.8672498404380 |
| 1999-04-01 | 28.8551072551733 |
| 1999-05-01 | 28.7711241534470 |
| 1999-06-01 | 28.6874744311059 |
| 1999-07-01 | 27.9411986597823 |
| 1999-08-01 | 27.6633069432637 |
| 1999-09-01 | 27.7319146144752 |
| 1999-10-01 | 27.6066445095687 |
| 1999-11-01 | 26.9397014720830 |
| 1999-12-01 | 27.2779795398783 |
| 2000-01-01 | 27.4177142504343 |
| 2000-02-01 | 27.5171107350415 |
| 2000-03-01 | 28.0914606464207 |
| 2000-04-01 | 27.6728655993353 |
| 2000-05-01 | 27.8741508081773 |
| 2000-06-01 | 27.9031892241454 |
| 2000-07-01 | 28.1176188392162 |
| 2000-08-01 | 28.2370576114807 |
| 2000-09-01 | 28.1357217182117 |
| 2000-10-01 | 28.5702624857889 |
| 2000-11-01 | 29.1697938654335 |
| 2000-12-01 | 28.8936230291433 |
| 2001-01-01 | 28.8040097846883 |
| 2001-02-01 | 28.8272402131782 |
| 2001-03-01 | 28.9152250935989 |
| 2001-04-01 | 28.9863977948805 |
| 2001-05-01 | 28.9699326378901 |
| 2001-06-01 | 29.0939671859177 |
| 2001-07-01 | 29.5023829077585 |
| 2001-08-01 | 29.7143885195073 |
| 2001-09-01 | 29.8266696705233 |
| 2001-10-01 | 30.0562724493372 |
| 2001-11-01 | 29.9853375345757 |
| 2001-12-01 | 30.2978758729877 |
| 2002-01-01 | 30.7227319903648 |
| 2002-02-01 | 30.7507892557958 |
| 2002-03-01 | 30.6279664518263 |
| 2002-04-01 | 30.9887295814941 |
| 2002-05-01 | 31.3651835206721 |
| 2002-06-01 | 31.7819288644453 |
| 2002-07-01 | 31.8800885712641 |
| 2002-08-01 | 32.1971311356326 |
| 2002-09-01 | 32.4984231235704 |
| 2002-10-01 | 33.0562601266677 |
| 2002-11-01 | 33.4877970070845 |
| 2002-12-01 | 33.9148435343394 |
| 2003-01-01 | 34.4698475943824 |
| 2003-02-01 | 34.6734405125320 |
| 2003-03-01 | 35.0445227411456 |
| 2003-04-01 | 35.2773525566303 |
| 2003-05-01 | 35.4478802469518 |
| 2003-06-01 | 35.5467427463665 |
| 2003-07-01 | 36.0748459814188 |
| 2003-08-01 | 36.0916632542445 |
| 2003-09-01 | 36.1715036430311 |
| 2003-10-01 | 36.1647243381653 |
| 2003-11-01 | 36.3746469021953 |
| 2003-12-01 | 36.4257599729993 |
| 2004-01-01 | 36.8301262580703 |
| 2004-02-01 | 37.0036368418939 |
| 2004-03-01 | 37.2476337436420 |
| 2004-04-01 | 37.7614591775205 |
| 2004-05-01 | 38.1293141246098 |
| 2004-06-01 | 38.6140462340359 |
| 2004-07-01 | 38.8724896154233 |
| 2004-08-01 | 39.2964081422705 |
| 2004-09-01 | 39.6370638636228 |
| 2004-10-01 | 40.0686368914008 |
| 2004-11-01 | 40.4564401914829 |
| 2004-12-01 | 40.9515944683600 |
| 2005-01-01 | 40.9903844093917 |
| 2005-02-01 | 41.3260008401198 |
| 2005-03-01 | 41.5459813720161 |
| 2005-04-01 | 41.6413607250551 |
| 2005-05-01 | 41.8143535682819 |
| 2005-06-01 | 41.7886793994636 |
| 2005-07-01 | 41.9854677948173 |
| 2005-08-01 | 41.7946162330337 |
| 2005-09-01 | 42.0182667738238 |
| 2005-10-01 | 41.8621805860557 |
| 2005-11-01 | 41.9405049989635 |
| 2005-12-01 | 41.8554094737707 |
| 2006-01-01 | 41.7449680723413 |
| 2006-02-01 | 42.1420862963653 |
| 2006-03-01 | 42.1231261325529 |
| 2006-04-01 | 42.6315890282028 |
| 2006-05-01 | 42.8181739299452 |
| 2006-06-01 | 42.9931222968051 |
| 2006-07-01 | 42.9959943679987 |
| 2006-08-01 | 43.1912375271313 |
| 2006-09-01 | 43.3026404562594 |
| 2006-10-01 | 43.4420508225825 |
| 2006-11-01 | 43.5256922577385 |
| 2006-12-01 | 43.9601877511551 |
| 2007-01-01 | 43.4813631598508 |
| 2007-02-01 | 43.4471800772192 |
| 2007-03-01 | 43.4013276212071 |
| 2007-04-01 | 43.2296745388004 |
| 2007-05-01 | 43.2262628805979 |
| 2007-06-01 | 43.4098946676184 |
| 2007-07-01 | 43.2169801875830 |
| 2007-08-01 | 43.1755674156139 |
| 2007-09-01 | 43.3048016079456 |
| 2007-10-01 | 43.4203274318202 |
| 2007-11-01 | 43.7197728725224 |
| 2007-12-01 | 43.5490189737187 |
| 2008-01-01 | 43.7887155037354 |
| 2008-02-01 | 43.9490030936484 |
| 2008-03-01 | 44.0793522947125 |
| 2008-04-01 | 44.3386130420161 |
| 2008-05-01 | 44.3348494561748 |
| 2008-06-01 | 44.3408935502455 |
| 2008-07-01 | 44.5356656364683 |
| 2008-08-01 | 44.6578543109792 |
| 2008-09-01 | 44.4077785304597 |
| 2008-10-01 | 44.3052371792405 |
| 2008-11-01 | 44.0112092566644 |
| 2008-12-01 | 43.8398515312172 |
| 2009-01-01 | 43.6795449382594 |
| 2009-02-01 | 43.4536889365287 |
| 2009-03-01 | 43.2776282691259 |
| 2009-04-01 | 42.7410925930853 |
| 2009-05-01 | 42.6365004700644 |
| 2009-06-01 | 42.4706697620360 |
| 2009-07-01 | 42.2529045012222 |
| 2009-08-01 | 42.1349801693705 |
| 2009-09-01 | 42.1120886219160 |
| 2009-10-01 | 42.1045854950263 |
| 2009-11-01 | 42.1124296230341 |
| 2009-12-01 | 42.0093429613553 |
| 2010-01-01 | 41.8737092448291 |
| 2010-02-01 | 41.7477692943920 |
| 2010-03-01 | 41.9797799275284 |
| 2010-04-01 | 41.9588170186410 |
| 2010-05-01 | 42.0357447204112 |
| 2010-06-01 | 41.9856327334287 |
| 2010-07-01 | 42.1672503127213 |
| 2010-08-01 | 42.3350050799344 |
| 2010-09-01 | 42.2007094174074 |
| 2010-10-01 | 42.2166835487838 |
| 2010-11-01 | 42.3055714301852 |
| 2010-12-01 | 42.4723402765105 |
| 2011-01-01 | 42.6676047912733 |
| 2011-02-01 | 42.6323113676596 |
| 2011-03-01 | 42.6030529695167 |
| 2011-04-01 | 42.6841637494237 |
| 2011-05-01 | 42.7378819672693 |
| 2011-06-01 | 42.4836311188570 |
| 2011-07-01 | 42.3787501825492 |
| 2011-08-01 | 42.3418442084019 |
| 2011-09-01 | 42.0911086358394 |
| 2011-10-01 | 42.0307993330817 |
| 2011-11-01 | 41.7993896128379 |
| 2011-12-01 | 41.5316275713533 |
| 2012-01-01 | 41.0502783905530 |
| 2012-02-01 | 41.1105237838451 |
| 2012-03-01 | 41.1329996306172 |
| 2012-04-01 | 41.1136083586798 |
| 2012-05-01 | 41.0539092631219 |
| 2012-06-01 | 41.3734312837151 |
| 2012-07-01 | 40.9860424694320 |
| 2012-08-01 | 40.9485062438997 |
| 2012-09-01 | 40.9886007695327 |
| 2012-10-01 | 40.8354608559875 |
| 2012-11-01 | 40.7875666041854 |
| 2012-12-01 | 40.8053856530676 |
| 2013-01-01 | 40.6282844343211 |
| 2013-02-01 | 40.7906845985301 |
| 2013-03-01 | 40.8746434152886 |
| 2013-04-01 | 40.5317382982029 |
| 2013-05-01 | 40.4690899607978 |
| 2013-06-01 | 40.3703539381080 |
| 2013-07-01 | 40.1812256298163 |
| 2013-08-01 | 40.0459359192748 |
| 2013-09-01 | 40.0879935290661 |
| 2013-10-01 | 39.8401653978017 |
| 2013-11-01 | 39.8827704841933 |
| 2013-12-01 | 40.0002133251844 |
| 2014-01-01 | 40.0129304735149 |
| 2014-02-01 | 40.0679534528080 |
| 2014-03-01 | 39.9050005527100 |
| 2014-04-01 | 39.9348743002574 |
| 2014-05-01 | 40.2758017964610 |
| 2014-06-01 | 40.6686171374060 |
| 2014-07-01 | 40.8772593436966 |
| 2014-08-01 | 41.0391509186665 |
| 2014-09-01 | 41.4914010603188 |
| 2014-10-01 | 42.0507740206264 |
| 2014-11-01 | 42.4838037504204 |
| 2014-12-01 | 42.6117410963884 |
| 2015-01-01 | 42.9014482255893 |
| 2015-02-01 | 42.9512615800993 |
| 2015-03-01 | 43.2229417389045 |
| 2015-04-01 | 43.3225856718053 |
| 2015-05-01 | 43.2679743097678 |
| 2015-06-01 | 43.3659387244375 |
| 2015-07-01 | 43.5716310395529 |
| 2015-08-01 | 43.6357560944944 |
| 2015-09-01 | 43.5131873535988 |
| 2015-10-01 | 43.5627023632904 |
| 2015-11-01 | 43.4852196517169 |
| 2015-12-01 | 43.4474811599808 |
| 2016-01-01 | 43.3834541477519 |
| 2016-02-01 | 43.3332069161755 |
| 2016-03-01 | 43.2129493896622 |
| 2016-04-01 | 43.2946985937975 |
| 2016-05-01 | 43.3576320417738 |
| 2016-06-01 | 43.0717619704625 |
| 2016-07-01 | 43.2736000440770 |
| 2016-08-01 | 43.2400938160194 |
| 2016-09-01 | 43.3463998768428 |
| 2016-10-01 | 43.1804909674765 |
| 2016-11-01 | 43.1829337733556 |
| 2016-12-01 | 43.1840972684841 |
| 2017-01-01 | 43.1520749828444 |
| 2017-02-01 | 43.3153644601374 |
| 2017-03-01 | 43.2851022068430 |
| 2017-04-01 | 43.4691014120652 |
| 2017-05-01 | 43.5488718866516 |
| 2017-06-01 | 43.5817505147122 |
| 2017-07-01 | 43.4812085131703 |
| 2017-08-01 | 43.5642744371867 |
| 2017-09-01 | 43.8821796082301 |
| 2017-10-01 | 43.5017925876980 |
| 2017-11-01 | 43.4762702940724 |
| 2017-12-01 | 43.6161693412391 |
| 2018-01-01 | 43.6060505645424 |
| 2018-02-01 | 43.6815101524464 |
| 2018-03-01 | 43.9374677329413 |
| 2018-04-01 | 44.0591067249577 |
| 2018-05-01 | 44.1607128553474 |
| 2018-06-01 | 44.2976268423018 |
| 2018-07-01 | 44.2867985704308 |
| 2018-08-01 | 44.4037324400253 |
| 2018-09-01 | 44.3127852685788 |
| 2018-10-01 | 44.5279582400189 |
| 2018-11-01 | 44.5729313942366 |
| 2018-12-01 | 44.4179238951163 |
| 2019-01-01 | 44.5481907166366 |
| 2019-02-01 | 44.6501392722935 |
| 2019-03-01 | 44.5904036884329 |
| 2019-04-01 | 44.4595299269716 |
| 2019-05-01 | 44.3884646378620 |
| 2019-06-01 | 44.3187797343258 |
| 2019-07-01 | 44.2866167387460 |
| 2019-08-01 | 44.2497303118412 |
| 2019-09-01 | 44.3386994855943 |
| 2019-10-01 | 44.2384337467179 |
| 2019-11-01 | 44.2776016345237 |
| 2019-12-01 | 44.1145533092319 |
| 2020-01-01 | 43.9921083285907 |
| 2020-02-01 | 43.7163217756360 |
| 2020-03-01 | 43.3366901615158 |
| 2020-04-01 | 40.0709538621965 |
| 2020-05-01 | 40.1296365364471 |
| 2020-06-01 | 39.4362607253085 |
| 2020-07-01 | 39.7814367229985 |
| 2020-08-01 | 39.7883824586741 |
| 2020-09-01 | 39.7468672638947 |
| 2020-10-01 | 40.1496915120597 |
| 2020-11-01 | 40.0012966293411 |
| 2020-12-01 | 40.0962344729328 |
| 2021-01-01 | 40.4557220707102 |
| 2021-02-01 | 40.4920794056872 |
| 2021-03-01 | 40.5956215774278 |
| 2021-04-01 | 40.6804344504698 |
| 2021-05-01 | 40.8537696332921 |
| 2021-06-01 | 41.1438121529739 |
| 2021-07-01 | 41.5762685575619 |
| 2021-08-01 | 41.7114849092463 |
| 2021-09-01 | 41.9451453846510 |
| 2021-10-01 | 42.2529717124570 |
| 2021-11-01 | 42.6489608533801 |
| 2021-12-01 | 42.9825654729371 |
| 2022-01-01 | 43.1536457909311 |
| 2022-02-01 | 43.4711518898577 |
| 2022-03-01 | 43.8570862061545 |
| 2022-04-01 | 44.3888743217219 |
| 2022-05-01 | 44.6560923351260 |
| 2022-06-01 | 44.7248559145090 |
| 2022-07-01 | 45.2728124127971 |
| 2022-08-01 | 45.5141699780976 |
| 2022-09-01 | 45.9464728929924 |
| 2022-10-01 | 46.0724509844877 |
| 2022-11-01 | 46.1056735422825 |
| 2022-12-01 | 46.0596991203879 |
| 2023-01-01 | 46.4811420178986 |
| 2023-02-01 | 46.6699065037979 |
| 2023-03-01 | 46.8292747974492 |
| 2023-04-01 | 46.5775300620964 |
| 2023-05-01 | 46.8315391380589 |
| 2023-06-01 | 47.0964064701583 |
| 2023-07-01 | 46.9734126753722 |
| 2023-08-01 | 47.1070159089899 |
| 2023-09-01 | 47.4573246119237 |
| 2023-10-01 | 47.2889320891274 |
| 2023-11-01 | 47.4550559340218 |
| 2023-12-01 | 47.6558293858726 |
| 2024-01-01 | 47.9172728645637 |
| 2024-02-01 | 48.0672009449122 |
| 2024-03-01 | 48.1013848377810 |
| 2024-04-01 | 48.1689494515990 |
| 2024-05-01 | 48.2996752828053 |
| 2024-06-01 | 48.4600204576773 |
| 2024-07-01 | 48.6800941894179 |
| 2024-08-01 | 48.8974520305865 |
| 2024-09-01 | 49.0719786942179 |
| 2024-10-01 | 49.4170546430021 |
| 2024-11-01 | 49.3841445542154 |
| 2024-12-01 | 49.5522603600236 |
| 2025-01-01 | 49.4405378251533 |
| 2025-02-01 | 49.5684604245737 |
| 2025-03-01 | 49.6897202640288 |
| 2025-04-01 | 49.6569866941749 |
| 2025-05-01 | 49.6691350334006 |
| 2025-06-01 | 49.7375913705835 |
| 2025-07-01 | 49.2861425935044 |
| 2025-08-01 | 49.0904100192980 |
| 2025-09-01 | 48.4909123371053 |
| 2025-10-01 | 48.4314055521484 |
| 2025-11-01 | 48.3980406063200 |
| 2025-12-01 | 48.3553676118480 |