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 2026-07-01 |
| Last Updated | 2026-08-21 6:44 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 | 5.73639357232630 |
| 1990-02-01 | 5.87319850572875 |
| 1990-03-01 | 5.77776121694607 |
| 1990-04-01 | 5.64613959787361 |
| 1990-05-01 | 5.54317880061840 |
| 1990-06-01 | 5.65317803973330 |
| 1990-07-01 | 5.62848366694619 |
| 1990-08-01 | 5.64032347585385 |
| 1990-09-01 | 5.64566934774309 |
| 1990-10-01 | 5.27299413187223 |
| 1990-11-01 | 5.28200007653262 |
| 1990-12-01 | 5.29309372512650 |
| 1991-01-01 | 5.44312884005478 |
| 1991-02-01 | 5.37826827941761 |
| 1991-03-01 | 5.37883619840250 |
| 1991-04-01 | 5.34281151181261 |
| 1991-05-01 | 5.34393588457690 |
| 1991-06-01 | 5.25642289646794 |
| 1991-07-01 | 5.42558413811063 |
| 1991-08-01 | 5.33889179039009 |
| 1991-09-01 | 5.33852258321273 |
| 1991-10-01 | 5.37053878918381 |
| 1991-11-01 | 5.37988872609478 |
| 1991-12-01 | 5.39098149919220 |
| 1992-01-01 | 5.45401212043720 |
| 1992-02-01 | 5.38572939365494 |
| 1992-03-01 | 5.38354766815801 |
| 1992-04-01 | 5.43609289202576 |
| 1992-05-01 | 5.44433167436146 |
| 1992-06-01 | 5.55845328589286 |
| 1992-07-01 | 5.42491798403737 |
| 1992-08-01 | 5.44035991140367 |
| 1992-09-01 | 5.42804185588317 |
| 1992-10-01 | 5.46646571591441 |
| 1992-11-01 | 5.47536117206168 |
| 1992-12-01 | 5.48537626046186 |
| 1993-01-01 | 5.46953537110555 |
| 1993-02-01 | 5.49206977720976 |
| 1993-03-01 | 5.48606053961950 |
| 1993-04-01 | 5.52764702890158 |
| 1993-05-01 | 5.54688853122467 |
| 1993-06-01 | 5.56100950175088 |
| 1993-07-01 | 5.62993930033170 |
| 1993-08-01 | 5.64632633378920 |
| 1993-09-01 | 5.61650108578337 |
| 1993-10-01 | 5.66357994912260 |
| 1993-11-01 | 5.66589109692330 |
| 1993-12-01 | 5.67504051866012 |
| 1994-01-01 | 5.68748962879838 |
| 1994-02-01 | 5.69473898044558 |
| 1994-03-01 | 5.78190689477449 |
| 1994-04-01 | 5.82618867256660 |
| 1994-05-01 | 5.85266376781448 |
| 1994-06-01 | 5.85699631939774 |
| 1994-07-01 | 5.94210637303698 |
| 1994-08-01 | 6.05242711219511 |
| 1994-09-01 | 6.00845864346990 |
| 1994-10-01 | 5.96631040589055 |
| 1994-11-01 | 5.95421465771228 |
| 1994-12-01 | 5.96121037926419 |
| 1995-01-01 | 6.00189275202903 |
| 1995-02-01 | 5.99351187087497 |
| 1995-03-01 | 5.97042458915925 |
| 1995-04-01 | 6.02910414279968 |
| 1995-05-01 | 6.06452023643825 |
| 1995-06-01 | 6.15091037059991 |
| 1995-07-01 | 6.05430430847730 |
| 1995-08-01 | 6.05564685780730 |
| 1995-09-01 | 6.10053004814887 |
| 1995-10-01 | 6.07734769904850 |
| 1995-11-01 | 6.04907887026852 |
| 1995-12-01 | 6.05253021446741 |
| 1996-01-01 | 6.00393847350044 |
| 1996-02-01 | 6.08667117596936 |
| 1996-03-01 | 6.15947298468498 |
| 1996-04-01 | 6.03344906331977 |
| 1996-05-01 | 5.97701769428275 |
| 1996-06-01 | 5.93724991071304 |
| 1996-07-01 | 5.96828981247743 |
| 1996-08-01 | 5.95972302422334 |
| 1996-09-01 | 5.99859135232595 |
| 1996-10-01 | 6.08752257749936 |
| 1996-11-01 | 6.15063318866558 |
| 1996-12-01 | 6.14505668786934 |
| 1997-01-01 | 6.09670895055256 |
| 1997-02-01 | 6.07855298735421 |
| 1997-03-01 | 6.15602258143502 |
| 1997-04-01 | 6.03387533643201 |
| 1997-05-01 | 6.08748637506935 |
| 1997-06-01 | 6.12775269580542 |
| 1997-07-01 | 5.97833292906378 |
| 1997-08-01 | 6.05983052803878 |
| 1997-09-01 | 5.90319373500354 |
| 1997-10-01 | 5.99110206718450 |
| 1997-11-01 | 6.05414143597190 |
| 1997-12-01 | 6.04135505741684 |
| 1998-01-01 | 5.98130298645420 |
| 1998-02-01 | 5.97688603716096 |
| 1998-03-01 | 5.96013567055852 |
| 1998-04-01 | 5.93869923889184 |
| 1998-05-01 | 5.89163504605925 |
| 1998-06-01 | 5.81661084971105 |
| 1998-07-01 | 5.98596975407831 |
| 1998-08-01 | 5.95848456089227 |
| 1998-09-01 | 5.90720376657668 |
| 1998-10-01 | 5.78808484166684 |
| 1998-11-01 | 5.75785756436290 |
| 1998-12-01 | 5.73957091980746 |
| 1999-01-01 | 5.86500921256390 |
| 1999-02-01 | 5.88163257118643 |
| 1999-03-01 | 5.87094600976561 |
| 1999-04-01 | 5.94552145981807 |
| 1999-05-01 | 5.89393801162724 |
| 1999-06-01 | 5.91345105785461 |
| 1999-07-01 | 5.88347261036651 |
| 1999-08-01 | 5.85230759979379 |
| 1999-09-01 | 5.90271374746236 |
| 1999-10-01 | 5.98056750435608 |
| 1999-11-01 | 5.96387812822333 |
| 1999-12-01 | 6.04707384654325 |
| 2000-01-01 | 6.05225239655494 |
| 2000-02-01 | 6.09104330516144 |
| 2000-03-01 | 6.08114063315869 |
| 2000-04-01 | 6.15280788875978 |
| 2000-05-01 | 6.19039462738559 |
| 2000-06-01 | 6.00725838666707 |
| 2000-07-01 | 6.18172706226837 |
| 2000-08-01 | 6.25424502699956 |
| 2000-09-01 | 6.19527260983688 |
| 2000-10-01 | 6.26636619037246 |
| 2000-11-01 | 6.26591297677205 |
| 2000-12-01 | 6.25341890262090 |
| 2001-01-01 | 6.25204113271531 |
| 2001-02-01 | 6.20134757541525 |
| 2001-03-01 | 6.18798886728633 |
| 2001-04-01 | 6.15739975527191 |
| 2001-05-01 | 6.18661299894204 |
| 2001-06-01 | 6.30877486315725 |
| 2001-07-01 | 6.17351703518963 |
| 2001-08-01 | 6.15415191808764 |
| 2001-09-01 | 6.19017691451524 |
| 2001-10-01 | 6.15173631642471 |
| 2001-11-01 | 6.16381733322944 |
| 2001-12-01 | 6.26381859574234 |
| 2002-01-01 | 6.15932237203927 |
| 2002-02-01 | 6.01315178012472 |
| 2002-03-01 | 6.08436971010082 |
| 2002-04-01 | 6.05934007050064 |
| 2002-05-01 | 5.98446395898427 |
| 2002-06-01 | 6.10847008113985 |
| 2002-07-01 | 6.26567461287309 |
| 2002-08-01 | 6.15732683186650 |
| 2002-09-01 | 6.18489352560396 |
| 2002-10-01 | 6.04459246912052 |
| 2002-11-01 | 6.16087661587656 |
| 2002-12-01 | 6.17181086779751 |
| 2003-01-01 | 6.16897072791224 |
| 2003-02-01 | 6.21881333448337 |
| 2003-03-01 | 6.27927454973410 |
| 2003-04-01 | 6.25812307406947 |
| 2003-05-01 | 6.28489860140932 |
| 2003-06-01 | 6.31473078050049 |
| 2003-07-01 | 6.25319919034144 |
| 2003-08-01 | 6.25495510514740 |
| 2003-09-01 | 6.27820736884806 |
| 2003-10-01 | 6.34610974985853 |
| 2003-11-01 | 6.36353706138678 |
| 2003-12-01 | 6.38636466497435 |
| 2004-01-01 | 6.37435055694220 |
| 2004-02-01 | 6.41662285001095 |
| 2004-03-01 | 6.47346726702724 |
| 2004-04-01 | 6.54796927909846 |
| 2004-05-01 | 6.58698608306771 |
| 2004-06-01 | 6.61931543972073 |
| 2004-07-01 | 6.74311104408770 |
| 2004-08-01 | 6.75875403827789 |
| 2004-09-01 | 6.77667462307319 |
| 2004-10-01 | 6.85332379513023 |
| 2004-11-01 | 6.86510021955233 |
| 2004-12-01 | 6.89319857840525 |
| 2005-01-01 | 6.97772787073384 |
| 2005-02-01 | 7.01121574461298 |
| 2005-03-01 | 7.06958720610264 |
| 2005-04-01 | 7.13657870073691 |
| 2005-05-01 | 7.08712449896249 |
| 2005-06-01 | 7.12831274919462 |
| 2005-07-01 | 7.13488937950823 |
| 2005-08-01 | 7.15800560630756 |
| 2005-09-01 | 7.17803930415191 |
| 2005-10-01 | 7.16473767638113 |
| 2005-11-01 | 7.16690938258193 |
| 2005-12-01 | 7.20044058838717 |
| 2006-01-01 | 7.17419086114857 |
| 2006-02-01 | 7.20363950465287 |
| 2006-03-01 | 7.16565448971097 |
| 2006-04-01 | 7.12744615774036 |
| 2006-05-01 | 7.19179280363907 |
| 2006-06-01 | 7.13331533142929 |
| 2006-07-01 | 7.13072817539241 |
| 2006-08-01 | 7.15792848228409 |
| 2006-09-01 | 7.17740085623362 |
| 2006-10-01 | 7.17878726565104 |
| 2006-11-01 | 7.16978315261495 |
| 2006-12-01 | 7.09641759794673 |
| 2007-01-01 | 7.16835504141934 |
| 2007-02-01 | 7.20134502363407 |
| 2007-03-01 | 7.06361126131843 |
| 2007-04-01 | 7.12410004173428 |
| 2007-05-01 | 7.09671444619912 |
| 2007-06-01 | 7.13895840446473 |
| 2007-07-01 | 7.22688533851732 |
| 2007-08-01 | 7.15184739207027 |
| 2007-09-01 | 7.17678897993522 |
| 2007-10-01 | 7.19120573413923 |
| 2007-11-01 | 7.27104010160708 |
| 2007-12-01 | 7.28858697379708 |
| 2008-01-01 | 7.26476770642903 |
| 2008-02-01 | 7.30533427491180 |
| 2008-03-01 | 7.36487489887884 |
| 2008-04-01 | 7.31990718567907 |
| 2008-05-01 | 7.30412703091601 |
| 2008-06-01 | 7.23767119851807 |
| 2008-07-01 | 7.12398549231949 |
| 2008-08-01 | 7.24737575457457 |
| 2008-09-01 | 7.07800237488721 |
| 2008-10-01 | 6.99823677467194 |
| 2008-11-01 | 6.87154120742700 |
| 2008-12-01 | 6.87411409500967 |
| 2009-01-01 | 6.96974372634395 |
| 2009-02-01 | 6.91615796378018 |
| 2009-03-01 | 6.86387584171554 |
| 2009-04-01 | 6.81775962988905 |
| 2009-05-01 | 6.80411960117230 |
| 2009-06-01 | 6.83788714181813 |
| 2009-07-01 | 6.82060574389842 |
| 2009-08-01 | 6.83998063074844 |
| 2009-09-01 | 6.88342944855923 |
| 2009-10-01 | 6.90334897894349 |
| 2009-11-01 | 6.87225223082864 |
| 2009-12-01 | 6.96158803749242 |
| 2010-01-01 | 6.97540955295609 |
| 2010-02-01 | 6.92129813116296 |
| 2010-03-01 | 6.96706085966394 |
| 2010-04-01 | 7.01793203476949 |
| 2010-05-01 | 7.00185933763801 |
| 2010-06-01 | 7.03455699751272 |
| 2010-07-01 | 7.12320289874686 |
| 2010-08-01 | 7.13622086773966 |
| 2010-09-01 | 7.08527343199010 |
| 2010-10-01 | 7.10323318999264 |
| 2010-11-01 | 7.17649138291491 |
| 2010-12-01 | 7.14559971250787 |
| 2011-01-01 | 7.08364386911277 |
| 2011-02-01 | 7.02499015540838 |
| 2011-03-01 | 7.06825751089348 |
| 2011-04-01 | 7.12379054190433 |
| 2011-05-01 | 7.09226208799764 |
| 2011-06-01 | 7.13643966322672 |
| 2011-07-01 | 7.12953954904843 |
| 2011-08-01 | 7.13450019279241 |
| 2011-09-01 | 7.18624425425849 |
| 2011-10-01 | 7.19893070265110 |
| 2011-11-01 | 7.17730957438523 |
| 2011-12-01 | 7.13295190693852 |
| 2012-01-01 | 7.18780767897577 |
| 2012-02-01 | 7.22157519571201 |
| 2012-03-01 | 7.27655400126707 |
| 2012-04-01 | 7.23141362167593 |
| 2012-05-01 | 7.28641409077605 |
| 2012-06-01 | 7.23864320775185 |
| 2012-07-01 | 7.23670324623125 |
| 2012-08-01 | 7.23758284689431 |
| 2012-09-01 | 7.17994559452367 |
| 2012-10-01 | 7.19149430383191 |
| 2012-11-01 | 7.17723472023038 |
| 2012-12-01 | 7.32777706200070 |
| 2013-01-01 | 7.49149583601288 |
| 2013-02-01 | 7.41399710138934 |
| 2013-03-01 | 7.38015621693766 |
| 2013-04-01 | 7.43844199331631 |
| 2013-05-01 | 7.48122524619051 |
| 2013-06-01 | 7.54694418638390 |
| 2013-07-01 | 7.44339184581905 |
| 2013-08-01 | 7.54181722814985 |
| 2013-09-01 | 7.57379604904878 |
| 2013-10-01 | 7.58523744280737 |
| 2013-11-01 | 7.57521971792616 |
| 2013-12-01 | 7.62985654576167 |
| 2014-01-01 | 7.58786464323641 |
| 2014-02-01 | 7.59801151215753 |
| 2014-03-01 | 7.68570543417676 |
| 2014-04-01 | 7.64312405881146 |
| 2014-05-01 | 7.68451185823910 |
| 2014-06-01 | 7.65601799611678 |
| 2014-07-01 | 7.65106891961828 |
| 2014-08-01 | 7.64764736097282 |
| 2014-09-01 | 7.66397724022456 |
| 2014-10-01 | 7.67690344949177 |
| 2014-11-01 | 7.57348094933374 |
| 2014-12-01 | 7.53561054763103 |
| 2015-01-01 | 7.48224137684377 |
| 2015-02-01 | 7.38685287040729 |
| 2015-03-01 | 7.28690953396050 |
| 2015-04-01 | 7.24065666239531 |
| 2015-05-01 | 7.19134268316967 |
| 2015-06-01 | 7.17116951377402 |
| 2015-07-01 | 7.15369574699426 |
| 2015-08-01 | 7.15194130025881 |
| 2015-09-01 | 7.05949351970993 |
| 2015-10-01 | 6.97112140412761 |
| 2015-11-01 | 6.96561266400115 |
| 2015-12-01 | 6.84148081476107 |
| 2016-01-01 | 6.87546942198774 |
| 2016-02-01 | 6.87991980205676 |
| 2016-03-01 | 6.79093886070658 |
| 2016-04-01 | 6.83352194722206 |
| 2016-05-01 | 6.80090657797332 |
| 2016-06-01 | 6.78320447952554 |
| 2016-07-01 | 6.85544014517583 |
| 2016-08-01 | 6.75495356663279 |
| 2016-09-01 | 6.65505727021022 |
| 2016-10-01 | 6.76604885553515 |
| 2016-11-01 | 6.75413880315735 |
| 2016-12-01 | 6.75048199604674 |
| 2017-01-01 | 6.77167092184516 |
| 2017-02-01 | 6.78061243398893 |
| 2017-03-01 | 6.79371316909188 |
| 2017-04-01 | 6.72508153819035 |
| 2017-05-01 | 6.70708271188292 |
| 2017-06-01 | 6.69207687156857 |
| 2017-07-01 | 6.65304436667603 |
| 2017-08-01 | 6.65389155129131 |
| 2017-09-01 | 6.65584758325496 |
| 2017-10-01 | 6.66507971931845 |
| 2017-11-01 | 6.64598085382960 |
| 2017-12-01 | 6.65760315851759 |
| 2018-01-01 | 6.66858869498167 |
| 2018-02-01 | 6.68222660837806 |
| 2018-03-01 | 6.69429235596812 |
| 2018-04-01 | 6.72038656686400 |
| 2018-05-01 | 6.71060129771519 |
| 2018-06-01 | 6.69293718405939 |
| 2018-07-01 | 6.75192304825978 |
| 2018-08-01 | 6.74980648079155 |
| 2018-09-01 | 6.76034217858762 |
| 2018-10-01 | 6.76806680117711 |
| 2018-11-01 | 6.84239909707913 |
| 2018-12-01 | 6.86332555239170 |
| 2019-01-01 | 6.86528731913439 |
| 2019-02-01 | 6.88551223492673 |
| 2019-03-01 | 6.89124974975178 |
| 2019-04-01 | 6.91583590143092 |
| 2019-05-01 | 6.91095969634920 |
| 2019-06-01 | 6.89358097128100 |
| 2019-07-01 | 6.84903751923293 |
| 2019-08-01 | 6.84151077546627 |
| 2019-09-01 | 6.87090327869201 |
| 2019-10-01 | 6.87365007670636 |
| 2019-11-01 | 6.84878710507970 |
| 2019-12-01 | 6.86673802152799 |
| 2020-01-01 | 6.75777539361603 |
| 2020-02-01 | 6.68673139206005 |
| 2020-03-01 | 6.68388771163650 |
| 2020-04-01 | 5.71309108426491 |
| 2020-05-01 | 5.90840741989458 |
| 2020-06-01 | 6.09017978153771 |
| 2020-07-01 | 6.14776122653232 |
| 2020-08-01 | 6.13215599342905 |
| 2020-09-01 | 6.18601239900420 |
| 2020-10-01 | 6.18405138699229 |
| 2020-11-01 | 6.15923984694557 |
| 2020-12-01 | 6.07059657234763 |
| 2021-01-01 | 6.14972356784715 |
| 2021-02-01 | 6.18426439083512 |
| 2021-03-01 | 6.17651630806727 |
| 2021-04-01 | 6.10589714279097 |
| 2021-05-01 | 6.10287611829034 |
| 2021-06-01 | 6.08591069680506 |
| 2021-07-01 | 6.04665721776454 |
| 2021-08-01 | 6.02668945717132 |
| 2021-09-01 | 6.00074074337016 |
| 2021-10-01 | 5.99628534287047 |
| 2021-11-01 | 6.07690761118053 |
| 2021-12-01 | 6.07465523355026 |
| 2022-01-01 | 6.14292020204474 |
| 2022-02-01 | 6.17584445847453 |
| 2022-03-01 | 6.16359189176050 |
| 2022-04-01 | 6.20043671779050 |
| 2022-05-01 | 6.19327321104537 |
| 2022-06-01 | 6.17895640880245 |
| 2022-07-01 | 6.24910893375690 |
| 2022-08-01 | 6.32831482033312 |
| 2022-09-01 | 6.31447942087891 |
| 2022-10-01 | 6.40864720786693 |
| 2022-11-01 | 6.39065494792434 |
| 2022-12-01 | 6.47827657459658 |
| 2023-01-01 | 6.53985523610074 |
| 2023-02-01 | 6.46607925282753 |
| 2023-03-01 | 6.55371983117515 |
| 2023-04-01 | 6.49179216500871 |
| 2023-05-01 | 6.48468076395336 |
| 2023-06-01 | 6.47631525550503 |
| 2023-07-01 | 6.44976198804314 |
| 2023-08-01 | 6.43402105890806 |
| 2023-09-01 | 6.32280928386364 |
| 2023-10-01 | 6.31592948112906 |
| 2023-11-01 | 6.30082427174120 |
| 2023-12-01 | 6.27893457233756 |
| 2024-01-01 | 6.24003253626779 |
| 2024-02-01 | 6.26121838583184 |
| 2024-03-01 | 6.24634401136773 |
| 2024-04-01 | 6.28880519458328 |
| 2024-05-01 | 6.27743798456641 |
| 2024-06-01 | 6.27077049557319 |
| 2024-07-01 | 6.24935412209854 |
| 2024-08-01 | 6.24175774586165 |
| 2024-09-01 | 6.32599136769997 |
| 2024-10-01 | 6.31876707562283 |
| 2024-11-01 | 6.30238759190875 |
| 2024-12-01 | 6.37925493246464 |
| 2025-01-01 | 6.54547723565489 |
| 2025-02-01 | 6.46073715775771 |
| 2025-03-01 | 6.44547826581472 |
| 2025-04-01 | 6.38691582628247 |
| 2025-05-01 | 6.47398711122175 |
| 2025-06-01 | 6.46583783262727 |
| 2025-07-01 | 6.44639436398444 |
| 2025-08-01 | 6.34906198293262 |
| 2025-09-01 | 6.42266421252479 |
| 2025-10-01 | 6.41778829961285 |
| 2025-11-01 | 6.40264100227008 |
| 2025-12-01 | 6.38003528288728 |
| 2026-01-01 | 6.35108355692573 |
| 2026-02-01 | 6.36097889653188 |
| 2026-03-01 | 6.44545293095380 |
| 2026-04-01 | 6.39087726114576 |
| 2026-05-01 | 6.37202010851869 |
| 2026-06-01 | 6.35984085555211 |
| 2026-07-01 | 6.44283461864891 |