Table Data - All Employees: Wholesale Trade in Reading, PA (MSA)
| Title | All Employees: Wholesale Trade in Reading, PA (MSA) |
|---|---|
| Series ID | SMU42397404100000001SA |
| 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 2025-11-01 |
| Last Updated | 2026-01-07 10:43 PM 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 | 5.73636152853782 |
| 1990-02-01 | 5.87313611513499 |
| 1990-03-01 | 5.77780193067309 |
| 1990-04-01 | 5.64612999426173 |
| 1990-05-01 | 5.54321173548992 |
| 1990-06-01 | 5.65320661962801 |
| 1990-07-01 | 5.62858797903474 |
| 1990-08-01 | 5.64049565698553 |
| 1990-09-01 | 5.64591307183703 |
| 1990-10-01 | 5.27275726469703 |
| 1990-11-01 | 5.28183025780632 |
| 1990-12-01 | 5.29298050162930 |
| 1991-01-01 | 5.44309962129034 |
| 1991-02-01 | 5.37821446395656 |
| 1991-03-01 | 5.37887610719177 |
| 1991-04-01 | 5.34280733169153 |
| 1991-05-01 | 5.34396709294117 |
| 1991-06-01 | 5.25644868331893 |
| 1991-07-01 | 5.42567561742802 |
| 1991-08-01 | 5.33904343672651 |
| 1991-09-01 | 5.33873711794769 |
| 1991-10-01 | 5.37032929911915 |
| 1991-11-01 | 5.37973841313465 |
| 1991-12-01 | 5.39088135164164 |
| 1992-01-01 | 5.45399422139354 |
| 1992-02-01 | 5.38569104870409 |
| 1992-03-01 | 5.38357594000962 |
| 1992-04-01 | 5.43610019127874 |
| 1992-05-01 | 5.44436104010718 |
| 1992-06-01 | 5.55847483730065 |
| 1992-07-01 | 5.42498321085977 |
| 1992-08-01 | 5.44046028118977 |
| 1992-09-01 | 5.42817360849123 |
| 1992-10-01 | 5.46633556420621 |
| 1992-11-01 | 5.47526068047117 |
| 1992-12-01 | 5.48530325323859 |
| 1993-01-01 | 5.46953258697970 |
| 1993-02-01 | 5.49204262756504 |
| 1993-03-01 | 5.48607312692752 |
| 1993-04-01 | 5.52765667907815 |
| 1993-05-01 | 5.54691035254901 |
| 1993-06-01 | 5.56102555080292 |
| 1993-07-01 | 5.62997728194333 |
| 1993-08-01 | 5.64637960372474 |
| 1993-09-01 | 5.61656230263786 |
| 1993-10-01 | 5.66351827156068 |
| 1993-11-01 | 5.66583807499564 |
| 1993-12-01 | 5.67499791934423 |
| 1994-01-01 | 5.68749292231657 |
| 1994-02-01 | 5.69472522681514 |
| 1994-03-01 | 5.78190839246697 |
| 1994-04-01 | 5.82619922993243 |
| 1994-05-01 | 5.85267729303592 |
| 1994-06-01 | 5.85700711406235 |
| 1994-07-01 | 5.94212005773882 |
| 1994-08-01 | 6.05244049359383 |
| 1994-09-01 | 6.00846284847823 |
| 1994-10-01 | 5.96630459316538 |
| 1994-11-01 | 5.95420200353507 |
| 1994-12-01 | 5.96119485285747 |
| 1995-01-01 | 6.00189543350580 |
| 1995-02-01 | 5.99350431655463 |
| 1995-03-01 | 5.97042323468678 |
| 1995-04-01 | 6.02910638501818 |
| 1995-05-01 | 6.06452360198606 |
| 1995-06-01 | 6.15091663894540 |
| 1995-07-01 | 6.05430700182752 |
| 1995-08-01 | 6.05565132988131 |
| 1995-09-01 | 6.10053113769897 |
| 1995-10-01 | 6.07734588624438 |
| 1995-11-01 | 6.04907614456793 |
| 1995-12-01 | 6.05252732635231 |
| 1996-01-01 | 6.00393625870228 |
| 1996-02-01 | 6.08667020949772 |
| 1996-03-01 | 6.15947317960676 |
| 1996-04-01 | 6.03344919336779 |
| 1996-05-01 | 5.97701735992366 |
| 1996-06-01 | 5.93725434271177 |
| 1996-07-01 | 5.96828891100792 |
| 1996-08-01 | 5.95972399547504 |
| 1996-09-01 | 5.99859138282224 |
| 1996-10-01 | 6.08752193614136 |
| 1996-11-01 | 6.15063275291472 |
| 1996-12-01 | 6.14505638131854 |
| 1997-01-01 | 6.09670863501265 |
| 1997-02-01 | 6.07855260789252 |
| 1997-03-01 | 6.15602231587623 |
| 1997-04-01 | 6.03387469842020 |
| 1997-05-01 | 6.08748564107604 |
| 1997-06-01 | 6.12775603812785 |
| 1997-07-01 | 5.97833243344235 |
| 1997-08-01 | 6.05983101831073 |
| 1997-09-01 | 5.90319373672762 |
| 1997-10-01 | 5.99110164967404 |
| 1997-11-01 | 6.05414099958944 |
| 1997-12-01 | 6.04135465254001 |
| 1998-01-01 | 5.98130259459042 |
| 1998-02-01 | 5.97688568330764 |
| 1998-03-01 | 5.96013553152320 |
| 1998-04-01 | 5.93869898479491 |
| 1998-05-01 | 5.89163481659754 |
| 1998-06-01 | 5.81661341957576 |
| 1998-07-01 | 5.98596969885248 |
| 1998-08-01 | 5.95848437419275 |
| 1998-09-01 | 5.90720351238136 |
| 1998-10-01 | 5.78808458873239 |
| 1998-11-01 | 5.75785726769745 |
| 1998-12-01 | 5.73957066570632 |
| 1999-01-01 | 5.86500901174980 |
| 1999-02-01 | 5.88163241024363 |
| 1999-03-01 | 5.87094598185782 |
| 1999-04-01 | 5.94552140800443 |
| 1999-05-01 | 5.89393799238092 |
| 1999-06-01 | 5.91345225417820 |
| 1999-07-01 | 5.88347265519144 |
| 1999-08-01 | 5.85230751244632 |
| 1999-09-01 | 5.90271358239819 |
| 1999-10-01 | 5.98056733243460 |
| 1999-11-01 | 5.96387794893193 |
| 1999-12-01 | 6.04707371182889 |
| 2000-01-01 | 6.05225230394755 |
| 2000-02-01 | 6.09104324338711 |
| 2000-03-01 | 6.08114059531968 |
| 2000-04-01 | 6.15280786175596 |
| 2000-05-01 | 6.19039460061835 |
| 2000-06-01 | 6.00725914965167 |
| 2000-07-01 | 6.18172704398637 |
| 2000-08-01 | 6.25424494559130 |
| 2000-09-01 | 6.19527249820481 |
| 2000-10-01 | 6.26636608502835 |
| 2000-11-01 | 6.26591287862906 |
| 2000-12-01 | 6.25341883594467 |
| 2001-01-01 | 6.25204109856115 |
| 2001-02-01 | 6.20134755464144 |
| 2001-03-01 | 6.18798885460226 |
| 2001-04-01 | 6.15739974740013 |
| 2001-05-01 | 6.18661299546474 |
| 2001-06-01 | 6.30877522814208 |
| 2001-07-01 | 6.17351701371015 |
| 2001-08-01 | 6.15415188428983 |
| 2001-09-01 | 6.19017686917396 |
| 2001-10-01 | 6.15173626206859 |
| 2001-11-01 | 6.16381728281577 |
| 2001-12-01 | 6.26381855640808 |
| 2002-01-01 | 6.15932235361408 |
| 2002-02-01 | 6.01315176926531 |
| 2002-03-01 | 6.08436970538274 |
| 2002-04-01 | 6.05934007066706 |
| 2002-05-01 | 5.98446396546814 |
| 2002-06-01 | 6.10847024585708 |
| 2002-07-01 | 6.26567460800794 |
| 2002-08-01 | 6.15732681855909 |
| 2002-09-01 | 6.18489350417080 |
| 2002-10-01 | 6.04459244058413 |
| 2002-11-01 | 6.16087659121147 |
| 2002-12-01 | 6.17181084248196 |
| 2003-01-01 | 6.16897072077598 |
| 2003-02-01 | 6.21881333160206 |
| 2003-03-01 | 6.27927454842357 |
| 2003-04-01 | 6.25812307267950 |
| 2003-05-01 | 6.28489860324275 |
| 2003-06-01 | 6.31473086869227 |
| 2003-07-01 | 6.25319918366574 |
| 2003-08-01 | 6.25495509592946 |
| 2003-09-01 | 6.27820735752247 |
| 2003-10-01 | 6.34610973501352 |
| 2003-11-01 | 6.36353705005390 |
| 2003-12-01 | 6.38636465201558 |
| 2004-01-01 | 6.37435055486400 |
| 2004-02-01 | 6.41662285243057 |
| 2004-03-01 | 6.47346726826460 |
| 2004-04-01 | 6.54796928090710 |
| 2004-05-01 | 6.58698608831121 |
| 2004-06-01 | 6.61931546241754 |
| 2004-07-01 | 6.74311104407425 |
| 2004-08-01 | 6.75875403631434 |
| 2004-09-01 | 6.77667461911328 |
| 2004-10-01 | 6.85332378828308 |
| 2004-11-01 | 6.86510021469602 |
| 2004-12-01 | 6.89319857203545 |
| 2005-01-01 | 6.97772786981161 |
| 2005-02-01 | 7.01121575002305 |
| 2005-03-01 | 7.06958720764329 |
| 2005-04-01 | 7.13657870281926 |
| 2005-05-01 | 7.08712450317297 |
| 2005-06-01 | 7.12831275139387 |
| 2005-07-01 | 7.13488937665624 |
| 2005-08-01 | 7.15800560519963 |
| 2005-09-01 | 7.17803930118999 |
| 2005-10-01 | 7.16473767160997 |
| 2005-11-01 | 7.16690938674391 |
| 2005-12-01 | 7.20044058629034 |
| 2006-01-01 | 7.17419085788380 |
| 2006-02-01 | 7.20363951407828 |
| 2006-03-01 | 7.16565449248922 |
| 2006-04-01 | 7.12744615995179 |
| 2006-05-01 | 7.19179280536926 |
| 2006-06-01 | 7.13331533144364 |
| 2006-07-01 | 7.13072816615206 |
| 2006-08-01 | 7.15792847772305 |
| 2006-09-01 | 7.17740084997210 |
| 2006-10-01 | 7.17878725945563 |
| 2006-11-01 | 7.16978316401224 |
| 2006-12-01 | 7.09641759814559 |
| 2007-01-01 | 7.16835503876016 |
| 2007-02-01 | 7.20134503802835 |
| 2007-03-01 | 7.06361126801459 |
| 2007-04-01 | 7.12410004576240 |
| 2007-05-01 | 7.09671444776907 |
| 2007-06-01 | 7.13895840378749 |
| 2007-07-01 | 7.22688532596668 |
| 2007-08-01 | 7.15184738527911 |
| 2007-09-01 | 7.17678896786389 |
| 2007-10-01 | 7.19120571981392 |
| 2007-11-01 | 7.27104010439351 |
| 2007-12-01 | 7.28858695809101 |
| 2008-01-01 | 7.26476768506319 |
| 2008-02-01 | 7.30533437968893 |
| 2008-03-01 | 7.36487490099316 |
| 2008-04-01 | 7.31990718776937 |
| 2008-05-01 | 7.30412702996562 |
| 2008-06-01 | 7.23767119209716 |
| 2008-07-01 | 7.12398547032660 |
| 2008-08-01 | 7.24737573564284 |
| 2008-09-01 | 7.07800234846953 |
| 2008-10-01 | 6.99823674478338 |
| 2008-11-01 | 6.87154119015626 |
| 2008-12-01 | 6.87411407984956 |
| 2009-01-01 | 6.96974369429261 |
| 2009-02-01 | 6.91615816908505 |
| 2009-03-01 | 6.86387585855679 |
| 2009-04-01 | 6.81775964299281 |
| 2009-05-01 | 6.80411959716658 |
| 2009-06-01 | 6.83788711542298 |
| 2009-07-01 | 6.82060568847206 |
| 2009-08-01 | 6.83998057296492 |
| 2009-09-01 | 6.88342938190479 |
| 2009-10-01 | 6.90334899126015 |
| 2009-11-01 | 6.87225210498445 |
| 2009-12-01 | 6.96158801058934 |
| 2010-01-01 | 6.97540944230612 |
| 2010-02-01 | 6.92129853178782 |
| 2010-03-01 | 6.96706102197559 |
| 2010-04-01 | 7.01793221302942 |
| 2010-05-01 | 7.00185947301386 |
| 2010-06-01 | 7.03455770404725 |
| 2010-07-01 | 7.12320161871686 |
| 2010-08-01 | 7.13622065123232 |
| 2010-09-01 | 7.08527311944302 |
| 2010-10-01 | 7.10323301117086 |
| 2010-11-01 | 7.17649099289714 |
| 2010-12-01 | 7.14559973048470 |
| 2011-01-01 | 7.08364394153785 |
| 2011-02-01 | 7.02499108826779 |
| 2011-03-01 | 7.06825841141813 |
| 2011-04-01 | 7.12379150620312 |
| 2011-05-01 | 7.09226283590812 |
| 2011-06-01 | 7.13644121991675 |
| 2011-07-01 | 7.12953668004670 |
| 2011-08-01 | 7.13449900192821 |
| 2011-09-01 | 7.18624239110252 |
| 2011-10-01 | 7.19892960483699 |
| 2011-11-01 | 7.17730774953533 |
| 2011-12-01 | 7.13295158285420 |
| 2012-01-01 | 7.18780849532163 |
| 2012-02-01 | 7.22157811281674 |
| 2012-03-01 | 7.27655758582401 |
| 2012-04-01 | 7.23141725731677 |
| 2012-05-01 | 7.28641709884032 |
| 2012-06-01 | 7.23864668132714 |
| 2012-07-01 | 7.23669927092144 |
| 2012-08-01 | 7.23757395495916 |
| 2012-09-01 | 7.17994103830800 |
| 2012-10-01 | 7.19148956388864 |
| 2012-11-01 | 7.17722814486888 |
| 2012-12-01 | 7.32778273095027 |
| 2013-01-01 | 7.49149374042120 |
| 2013-02-01 | 7.41399826959512 |
| 2013-03-01 | 7.38018160012320 |
| 2013-04-01 | 7.43844549963229 |
| 2013-05-01 | 7.48122770807372 |
| 2013-06-01 | 7.54694649213260 |
| 2013-07-01 | 7.44339096678992 |
| 2013-08-01 | 7.54179971287824 |
| 2013-09-01 | 7.57378289527376 |
| 2013-10-01 | 7.58522799800452 |
| 2013-11-01 | 7.57520694125332 |
| 2013-12-01 | 7.62986453463140 |
| 2014-01-01 | 7.58785309732402 |
| 2014-02-01 | 7.59800202617686 |
| 2014-03-01 | 7.68580063687287 |
| 2014-04-01 | 7.64311865510871 |
| 2014-05-01 | 7.68450746650352 |
| 2014-06-01 | 7.65601497444781 |
| 2014-07-01 | 7.65106742763866 |
| 2014-08-01 | 7.64761588835016 |
| 2014-09-01 | 7.66394914665575 |
| 2014-10-01 | 7.67688281313297 |
| 2014-11-01 | 7.57345940385899 |
| 2014-12-01 | 7.53562448881966 |
| 2015-01-01 | 7.48223102562066 |
| 2015-02-01 | 7.38684707965375 |
| 2015-03-01 | 7.28708748587205 |
| 2015-04-01 | 7.24064886936426 |
| 2015-05-01 | 7.19132852450143 |
| 2015-06-01 | 7.17114868652139 |
| 2015-07-01 | 7.15367731861098 |
| 2015-08-01 | 7.15188424823420 |
| 2015-09-01 | 7.05943514970594 |
| 2015-10-01 | 6.97108162346266 |
| 2015-11-01 | 6.96558501875867 |
| 2015-12-01 | 6.84150654819678 |
| 2016-01-01 | 6.87548801265692 |
| 2016-02-01 | 6.87995057077996 |
| 2016-03-01 | 6.79120489310572 |
| 2016-04-01 | 6.83352530898081 |
| 2016-05-01 | 6.80087890629556 |
| 2016-06-01 | 6.78314786370557 |
| 2016-07-01 | 6.85537572376408 |
| 2016-08-01 | 6.75484948512437 |
| 2016-09-01 | 6.65495232552314 |
| 2016-10-01 | 6.76596785652388 |
| 2016-11-01 | 6.75409170516548 |
| 2016-12-01 | 6.75050629567041 |
| 2017-01-01 | 6.77172015228216 |
| 2017-02-01 | 6.78068734488340 |
| 2017-03-01 | 6.79438077777509 |
| 2017-04-01 | 6.72507619384315 |
| 2017-05-01 | 6.70691939100211 |
| 2017-06-01 | 6.69194901039306 |
| 2017-07-01 | 6.65282966527533 |
| 2017-08-01 | 6.65373346355820 |
| 2017-09-01 | 6.65567296750789 |
| 2017-10-01 | 6.66493316556582 |
| 2017-11-01 | 6.64590041863529 |
| 2017-12-01 | 6.65763507495220 |
| 2018-01-01 | 6.66872486895631 |
| 2018-02-01 | 6.68242470078399 |
| 2018-03-01 | 6.69541003316118 |
| 2018-04-01 | 6.72040954707529 |
| 2018-05-01 | 6.71030414790408 |
| 2018-06-01 | 6.69271454621227 |
| 2018-07-01 | 6.75150661095826 |
| 2018-08-01 | 6.74953404016285 |
| 2018-09-01 | 6.76002672902596 |
| 2018-10-01 | 6.76778154807784 |
| 2018-11-01 | 6.84224091062636 |
| 2018-12-01 | 6.86338849434320 |
| 2019-01-01 | 6.86561185161915 |
| 2019-02-01 | 6.88598990495680 |
| 2019-03-01 | 6.89291443539973 |
| 2019-04-01 | 6.91599588430127 |
| 2019-05-01 | 6.91060727088203 |
| 2019-06-01 | 6.89305577123115 |
| 2019-07-01 | 6.84846731884857 |
| 2019-08-01 | 6.84115472270101 |
| 2019-09-01 | 6.87042487748676 |
| 2019-10-01 | 6.87310881723119 |
| 2019-11-01 | 6.84722861440076 |
| 2019-12-01 | 6.86653401881797 |
| 2020-01-01 | 6.75956605416392 |
| 2020-02-01 | 6.68707731639030 |
| 2020-03-01 | 6.68812707545782 |
| 2020-04-01 | 5.71305534264077 |
| 2020-05-01 | 5.90779519722568 |
| 2020-06-01 | 6.08898457849929 |
| 2020-07-01 | 6.14663193166940 |
| 2020-08-01 | 6.13100762278626 |
| 2020-09-01 | 6.18665719071497 |
| 2020-10-01 | 6.18241652387341 |
| 2020-11-01 | 6.15561093573830 |
| 2020-12-01 | 6.06983946130438 |
| 2021-01-01 | 6.15314413443219 |
| 2021-02-01 | 6.18506338293177 |
| 2021-03-01 | 6.18411929053242 |
| 2021-04-01 | 6.10634898300881 |
| 2021-05-01 | 6.10241464440169 |
| 2021-06-01 | 6.08396919669217 |
| 2021-07-01 | 6.04420050589468 |
| 2021-08-01 | 6.02284180194349 |
| 2021-09-01 | 6.00576208702452 |
| 2021-10-01 | 5.99201255857217 |
| 2021-11-01 | 6.07014767508265 |
| 2021-12-01 | 6.07007280519893 |
| 2022-01-01 | 6.14747845347022 |
| 2022-02-01 | 6.18181009117421 |
| 2022-03-01 | 6.17696356011135 |
| 2022-04-01 | 6.19921088899980 |
| 2022-05-01 | 6.19340811750173 |
| 2022-06-01 | 6.17630831029781 |
| 2022-07-01 | 6.24490068095607 |
| 2022-08-01 | 6.32113307913490 |
| 2022-09-01 | 6.32368091157738 |
| 2022-10-01 | 6.40170778610387 |
| 2022-11-01 | 6.38203935197009 |
| 2022-12-01 | 6.46935848004520 |
| 2023-01-01 | 6.54304727280840 |
| 2023-02-01 | 6.47866032295214 |
| 2023-03-01 | 6.57158616552501 |
| 2023-04-01 | 6.49194389407757 |
| 2023-05-01 | 6.48495904747191 |
| 2023-06-01 | 6.47062363172252 |
| 2023-07-01 | 6.44539343275208 |
| 2023-08-01 | 6.42426385286723 |
| 2023-09-01 | 6.33499943394537 |
| 2023-10-01 | 6.30729324278910 |
| 2023-11-01 | 6.29175490410913 |
| 2023-12-01 | 6.26507174306341 |
| 2024-01-01 | 6.24067756536677 |
| 2024-02-01 | 6.28019149573742 |
| 2024-03-01 | 6.26913007154061 |
| 2024-04-01 | 6.28772787791443 |
| 2024-05-01 | 6.27715033161330 |
| 2024-06-01 | 6.26343956493023 |
| 2024-07-01 | 6.24628473995680 |
| 2024-08-01 | 6.23065454870370 |
| 2024-09-01 | 6.23913338053018 |
| 2024-10-01 | 6.30949249404626 |
| 2024-11-01 | 6.19486767284105 |
| 2024-12-01 | 6.26252125104361 |
| 2025-01-01 | 6.24172919176031 |
| 2025-02-01 | 6.18342147378275 |
| 2025-03-01 | 6.16971534261328 |
| 2025-04-01 | 6.18693432899252 |
| 2025-05-01 | 6.17306450467261 |
| 2025-06-01 | 6.15712092461554 |
| 2025-07-01 | 6.14543857977376 |
| 2025-08-01 | 6.03700868346555 |
| 2025-09-01 | 6.13673838151303 |
| 2025-10-01 | 6.10824309382568 |
| 2025-11-01 | 6.09717626242841 |