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 2024-08-01 |
| Last Updated | 2024-09-21 5:21 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 | 5.7363733678647010 |
| 1990-02-01 | 5.8731590858187010 |
| 1990-03-01 | 5.7777870163040900 |
| 1990-04-01 | 5.6461334983954800 |
| 1990-05-01 | 5.5431995561987195 |
| 1990-06-01 | 5.6531961032277310 |
| 1990-07-01 | 5.6285495241769405 |
| 1990-08-01 | 5.6404321586868000 |
| 1990-09-01 | 5.6458231914913295 |
| 1990-10-01 | 5.2728445974386300 |
| 1990-11-01 | 5.2818928679422000 |
| 1990-12-01 | 5.2930222438995400 |
| 1991-01-01 | 5.4431104165820000 |
| 1991-02-01 | 5.3782342772292700 |
| 1991-03-01 | 5.3788614783583400 |
| 1991-04-01 | 5.3428088405054510 |
| 1991-05-01 | 5.3439555544977500 |
| 1991-06-01 | 5.2564391943035400 |
| 1991-07-01 | 5.4256418932994400 |
| 1991-08-01 | 5.3389875102563400 |
| 1991-09-01 | 5.3386580022446200 |
| 1991-10-01 | 5.3704065384829200 |
| 1991-11-01 | 5.3797938317647100 |
| 1991-12-01 | 5.3909182729069900 |
| 1992-01-01 | 5.4540008468675100 |
| 1992-02-01 | 5.3857051677317690 |
| 1992-03-01 | 5.3835655650374600 |
| 1992-04-01 | 5.4360974773738900 |
| 1992-05-01 | 5.4443501900551300 |
| 1992-06-01 | 5.5584669126412996 |
| 1992-07-01 | 5.4249591652340400 |
| 1992-08-01 | 5.4404232620362400 |
| 1992-09-01 | 5.4281250189932190 |
| 1992-10-01 | 5.4663835492717990 |
| 1992-11-01 | 5.4752977286718200 |
| 1992-12-01 | 5.4853301671486700 |
| 1993-01-01 | 5.4695336424958490 |
| 1993-02-01 | 5.4920526263971700 |
| 1993-03-01 | 5.4860685042290200 |
| 1993-04-01 | 5.5276531071814500 |
| 1993-05-01 | 5.5469022928716800 |
| 1993-06-01 | 5.5610196562861910 |
| 1993-07-01 | 5.6299632786162900 |
| 1993-08-01 | 5.6463599532586395 |
| 1993-09-01 | 5.6165397247277590 |
| 1993-10-01 | 5.6635410094594690 |
| 1993-11-01 | 5.6658576212947400 |
| 1993-12-01 | 5.6750136227768010 |
| 1994-01-01 | 5.6874917310873800 |
| 1994-02-01 | 5.6947302940344810 |
| 1994-03-01 | 5.7819078353712400 |
| 1994-04-01 | 5.8261953317339000 |
| 1994-05-01 | 5.8526723000726200 |
| 1994-06-01 | 5.8570031556959810 |
| 1994-07-01 | 5.9421150114029410 |
| 1994-08-01 | 6.0524355539454010 |
| 1994-09-01 | 6.0084612950679600 |
| 1994-10-01 | 5.9663067327968500 |
| 1994-11-01 | 5.9542066662309000 |
| 1994-12-01 | 5.9612005752295490 |
| 1995-01-01 | 6.0018944553328200 |
| 1995-02-01 | 5.9935070998163790 |
| 1995-03-01 | 5.9704237314678090 |
| 1995-04-01 | 6.0291055555179200 |
| 1995-05-01 | 6.0645223582248090 |
| 1995-06-01 | 6.1509143432914195 |
| 1995-07-01 | 6.0543060066878500 |
| 1995-08-01 | 6.0556496779822000 |
| 1995-09-01 | 6.1005307352338205 |
| 1995-10-01 | 6.0773465528943710 |
| 1995-11-01 | 6.0490771482192100 |
| 1995-12-01 | 6.0525283904993800 |
| 1996-01-01 | 6.0039370750702306 |
| 1996-02-01 | 6.0866705654714295 |
| 1996-03-01 | 6.1594731068518405 |
| 1996-04-01 | 6.0334491442191600 |
| 1996-05-01 | 5.9770174816896390 |
| 1996-06-01 | 5.9372527203875190 |
| 1996-07-01 | 5.9682892423118700 |
| 1996-08-01 | 5.9597236352783800 |
| 1996-09-01 | 5.9985913710270090 |
| 1996-10-01 | 6.0875221713332400 |
| 1996-11-01 | 6.1506329124245000 |
| 1996-12-01 | 6.1450564934618900 |
| 1997-01-01 | 6.0967087508429600 |
| 1997-02-01 | 6.0785527473133900 |
| 1997-03-01 | 6.1560224130988300 |
| 1997-04-01 | 6.0338749329603100 |
| 1997-05-01 | 6.0874859108565090 |
| 1997-06-01 | 6.1277548141164900 |
| 1997-07-01 | 5.9783326156540800 |
| 1997-08-01 | 6.0598308362505590 |
| 1997-09-01 | 5.9031937355522000 |
| 1997-10-01 | 5.9911018027134600 |
| 1997-11-01 | 6.0541411596380810 |
| 1997-12-01 | 6.0413548011086390 |
| 1998-01-01 | 5.9813027386935000 |
| 1998-02-01 | 5.9768858134392200 |
| 1998-03-01 | 5.9601355823978400 |
| 1998-04-01 | 5.9386990781849690 |
| 1998-05-01 | 5.8916349008632010 |
| 1998-06-01 | 5.8166124767114300 |
| 1998-07-01 | 5.9859697191758400 |
| 1998-08-01 | 5.9584844425035700 |
| 1998-09-01 | 5.9072036055082800 |
| 1998-10-01 | 5.7880846813980105 |
| 1998-11-01 | 5.7578573765064900 |
| 1998-12-01 | 5.7395707589129400 |
| 1999-01-01 | 5.8650090856195090 |
| 1999-02-01 | 5.8816324694862700 |
| 1999-03-01 | 5.8709459921207600 |
| 1999-04-01 | 5.9455214272452310 |
| 1999-05-01 | 5.8939379996931900 |
| 1999-06-01 | 5.9134518139948495 |
| 1999-07-01 | 5.8834726390759510 |
| 1999-08-01 | 5.8523075446301700 |
| 1999-09-01 | 5.9027136430637700 |
| 1999-10-01 | 5.9805673955359500 |
| 1999-11-01 | 5.9638780147487100 |
| 1999-12-01 | 6.0470737611907100 |
| 2000-01-01 | 6.0522523379952900 |
| 2000-02-01 | 6.0910432661353700 |
| 2000-03-01 | 6.0811406092968205 |
| 2000-04-01 | 6.1528078717732690 |
| 2000-05-01 | 6.1903946105605900 |
| 2000-06-01 | 6.0072588688294400 |
| 2000-07-01 | 6.1817270508823094 |
| 2000-08-01 | 6.2542449755662695 |
| 2000-09-01 | 6.1952725392627300 |
| 2000-10-01 | 6.2663661237284310 |
| 2000-11-01 | 6.2659129146771110 |
| 2000-12-01 | 6.2534188603651910 |
| 2001-01-01 | 6.2520411111287110 |
| 2001-02-01 | 6.2013475623213810 |
| 2001-03-01 | 6.1879888593150400 |
| 2001-04-01 | 6.1573997503327900 |
| 2001-05-01 | 6.1866129967666200 |
| 2001-06-01 | 6.3087750937488900 |
| 2001-07-01 | 6.1735170216191400 |
| 2001-08-01 | 6.1541518968006095 |
| 2001-09-01 | 6.1901768859776000 |
| 2001-10-01 | 6.1517362821312900 |
| 2001-11-01 | 6.1638173013342600 |
| 2001-12-01 | 6.2638185707315800 |
| 2002-01-01 | 6.1593223602707190 |
| 2002-02-01 | 6.0131517731714705 |
| 2002-03-01 | 6.0843697070424010 |
| 2002-04-01 | 6.0593400712488310 |
| 2002-05-01 | 5.9844639629625200 |
| 2002-06-01 | 6.1084701850309300 |
| 2002-07-01 | 6.2656746096145200 |
| 2002-08-01 | 6.1573268234672100 |
| 2002-09-01 | 6.1848935121788005 |
| 2002-10-01 | 6.0445924511135010 |
| 2002-11-01 | 6.1608766000261905 |
| 2002-12-01 | 6.1718108512177405 |
| 2003-01-01 | 6.1689707230334100 |
| 2003-02-01 | 6.2188133328459410 |
| 2003-03-01 | 6.2792745495799010 |
| 2003-04-01 | 6.2581230754622310 |
| 2003-05-01 | 6.2848986034703800 |
| 2003-06-01 | 6.3147308366537690 |
| 2003-07-01 | 6.2531991853230900 |
| 2003-08-01 | 6.2549550979168200 |
| 2003-09-01 | 6.2782073595897490 |
| 2003-10-01 | 6.3461097377344595 |
| 2003-11-01 | 6.3635370520538500 |
| 2003-12-01 | 6.3863646601182310 |
| 2004-01-01 | 6.3743505577997800 |
| 2004-02-01 | 6.4166228353895500 |
| 2004-03-01 | 6.4734672843068810 |
| 2004-04-01 | 6.5479692893378700 |
| 2004-05-01 | 6.5869860927364600 |
| 2004-06-01 | 6.6193154587177805 |
| 2004-07-01 | 6.7431110313565000 |
| 2004-08-01 | 6.7587540339269690 |
| 2004-09-01 | 6.7766746135424290 |
| 2004-10-01 | 6.8533237816443000 |
| 2004-11-01 | 6.8651002088814400 |
| 2004-12-01 | 6.8931985793090500 |
| 2005-01-01 | 6.9777278757094690 |
| 2005-02-01 | 7.0112157192678100 |
| 2005-03-01 | 7.0695872431803700 |
| 2005-04-01 | 7.1365787211365700 |
| 2005-05-01 | 7.0871245232331910 |
| 2005-06-01 | 7.1283127776947700 |
| 2005-07-01 | 7.1348892935290500 |
| 2005-08-01 | 7.1580056220194500 |
| 2005-09-01 | 7.1780393320729810 |
| 2005-10-01 | 7.1647377008197590 |
| 2005-11-01 | 7.1669092414256390 |
| 2005-12-01 | 7.2004406139236100 |
| 2006-01-01 | 7.1741909201130900 |
| 2006-02-01 | 7.2036394550760400 |
| 2006-03-01 | 7.1656545289108800 |
| 2006-04-01 | 7.1274461765002800 |
| 2006-05-01 | 7.1917928375069590 |
| 2006-06-01 | 7.1333153877199300 |
| 2006-07-01 | 7.1307280334917404 |
| 2006-08-01 | 7.1579285421821500 |
| 2006-09-01 | 7.1774009427974410 |
| 2006-10-01 | 7.1787873383486000 |
| 2006-11-01 | 7.1697828736162900 |
| 2006-12-01 | 7.0964176182615900 |
| 2007-01-01 | 7.1683551212525000 |
| 2007-02-01 | 7.2013449390540400 |
| 2007-03-01 | 7.0636112761943300 |
| 2007-04-01 | 7.1241000581667200 |
| 2007-05-01 | 7.0967145013809100 |
| 2007-06-01 | 7.1389585035904800 |
| 2007-07-01 | 7.2268851578427010 |
| 2007-08-01 | 7.1518474967626500 |
| 2007-09-01 | 7.1767891246247490 |
| 2007-10-01 | 7.1912058521267700 |
| 2007-11-01 | 7.2710396975716510 |
| 2007-12-01 | 7.2885870882216710 |
| 2008-01-01 | 7.2647679880175495 |
| 2008-02-01 | 7.3053336384928300 |
| 2008-03-01 | 7.3648751018953300 |
| 2008-04-01 | 7.3199073248936600 |
| 2008-05-01 | 7.3041271001240510 |
| 2008-06-01 | 7.2376712406539110 |
| 2008-07-01 | 7.1239852326675495 |
| 2008-08-01 | 7.2473757923697310 |
| 2008-09-01 | 7.0780025304153100 |
| 2008-10-01 | 6.9982370255165400 |
| 2008-11-01 | 6.8715410496722500 |
| 2008-12-01 | 6.8741136438665300 |
| 2009-01-01 | 6.9697444856034900 |
| 2009-02-01 | 6.9161570942299610 |
| 2009-03-01 | 6.8638764330842010 |
| 2009-04-01 | 6.8177599587734194 |
| 2009-05-01 | 6.8041196049093795 |
| 2009-06-01 | 6.8378869234165590 |
| 2009-07-01 | 6.8206051443053700 |
| 2009-08-01 | 6.8399803363775300 |
| 2009-09-01 | 6.8834294053603600 |
| 2009-10-01 | 6.9033494171282700 |
| 2009-11-01 | 6.8722526182962310 |
| 2009-12-01 | 6.9615867091804800 |
| 2010-01-01 | 6.9754114609907400 |
| 2010-02-01 | 6.9212968435995100 |
| 2010-03-01 | 6.9670618088447500 |
| 2010-04-01 | 7.0179329554008090 |
| 2010-05-01 | 7.0018602665309500 |
| 2010-06-01 | 7.0345568463282800 |
| 2010-07-01 | 7.1231983969113895 |
| 2010-08-01 | 7.1362221037841400 |
| 2010-09-01 | 7.0852742264146790 |
| 2010-10-01 | 7.1032338163807090 |
| 2010-11-01 | 7.1764916644884410 |
| 2010-12-01 | 7.1455963222589690 |
| 2011-01-01 | 7.0836457200051600 |
| 2011-02-01 | 7.0249885302855395 |
| 2011-03-01 | 7.0682589781545990 |
| 2011-04-01 | 7.1237929471739290 |
| 2011-05-01 | 7.0922652365221905 |
| 2011-06-01 | 7.1364411430429190 |
| 2011-07-01 | 7.1295325566453895 |
| 2011-08-01 | 7.1345037271928400 |
| 2011-09-01 | 7.1862451173079505 |
| 2011-10-01 | 7.1989294280032405 |
| 2011-11-01 | 7.1773063566682190 |
| 2011-12-01 | 7.1329443220276900 |
| 2012-01-01 | 7.1878078713708600 |
| 2012-02-01 | 7.2215737554079600 |
| 2012-03-01 | 7.2765583077992595 |
| 2012-04-01 | 7.2314202880427900 |
| 2012-05-01 | 7.2864214421274610 |
| 2012-06-01 | 7.2386484967727105 |
| 2012-07-01 | 7.2366964606717690 |
| 2012-08-01 | 7.2375838669141310 |
| 2012-09-01 | 7.1799506570516805 |
| 2012-10-01 | 7.1914976993215190 |
| 2012-11-01 | 7.1772372828145990 |
| 2012-12-01 | 7.3277093078084405 |
| 2013-01-01 | 7.4915048747484300 |
| 2013-02-01 | 7.4140058019560990 |
| 2013-03-01 | 7.3801807047053210 |
| 2013-04-01 | 7.4384563291797010 |
| 2013-05-01 | 7.4812387772392790 |
| 2013-06-01 | 7.5469544937604995 |
| 2013-07-01 | 7.4433847498781110 |
| 2013-08-01 | 7.5418159914632310 |
| 2013-09-01 | 7.5737967425077700 |
| 2013-10-01 | 7.5852431881240910 |
| 2013-11-01 | 7.5752240011570000 |
| 2013-12-01 | 7.6297215764034405 |
| 2014-01-01 | 7.5878696114351900 |
| 2014-02-01 | 7.5980138500928490 |
| 2014-03-01 | 7.6858237570727890 |
| 2014-04-01 | 7.6431330364476700 |
| 2014-05-01 | 7.6845250971725500 |
| 2014-06-01 | 7.6560331345101000 |
| 2014-07-01 | 7.6510636477579400 |
| 2014-08-01 | 7.6476420728117410 |
| 2014-09-01 | 7.6639657649051500 |
| 2014-10-01 | 7.6768970646447890 |
| 2014-11-01 | 7.5734702538745795 |
| 2014-12-01 | 7.5353994593128900 |
| 2015-01-01 | 7.4822451288475600 |
| 2015-02-01 | 7.3868643661741300 |
| 2015-03-01 | 7.2871430621019100 |
| 2015-04-01 | 7.2406799166631900 |
| 2015-05-01 | 7.1913675215575600 |
| 2015-06-01 | 7.1711926593060310 |
| 2015-07-01 | 7.1536903399839290 |
| 2015-08-01 | 7.1519238162027100 |
| 2015-09-01 | 7.0594434030163300 |
| 2015-10-01 | 6.9710652756609000 |
| 2015-11-01 | 6.9655454175035100 |
| 2015-12-01 | 6.8412318692374410 |
| 2016-01-01 | 6.8754678762820200 |
| 2016-02-01 | 6.8799629297474000 |
| 2016-03-01 | 6.7913146561081790 |
| 2016-04-01 | 6.8335935443670500 |
| 2016-05-01 | 6.8009562731744410 |
| 2016-06-01 | 6.7832322969997700 |
| 2016-07-01 | 6.8554281575214800 |
| 2016-08-01 | 6.7549078036646510 |
| 2016-09-01 | 6.6549622463190500 |
| 2016-10-01 | 6.7659297908963300 |
| 2016-11-01 | 6.7540017133869700 |
| 2016-12-01 | 6.7499321140598390 |
| 2017-01-01 | 6.7716351067890890 |
| 2017-02-01 | 6.7808418382359900 |
| 2017-03-01 | 6.7946063090304400 |
| 2017-04-01 | 6.7255323060973100 |
| 2017-05-01 | 6.7070636639398400 |
| 2017-06-01 | 6.6915695663444010 |
| 2017-07-01 | 6.6529587472902500 |
| 2017-08-01 | 6.6537545345167395 |
| 2017-09-01 | 6.6556584990041400 |
| 2017-10-01 | 6.6648976587266210 |
| 2017-11-01 | 6.6458272794231900 |
| 2017-12-01 | 6.6565885771604800 |
| 2018-01-01 | 6.6687108982763900 |
| 2018-02-01 | 6.6828779872178790 |
| 2018-03-01 | 6.6959035801904290 |
| 2018-04-01 | 6.7213517718380800 |
| 2018-05-01 | 6.7105521738840900 |
| 2018-06-01 | 6.6918348729552100 |
| 2018-07-01 | 6.7516196649097600 |
| 2018-08-01 | 6.7493878166538500 |
| 2018-09-01 | 6.7598707063343610 |
| 2018-10-01 | 6.7676281327674290 |
| 2018-11-01 | 6.8420143875016395 |
| 2018-12-01 | 6.8617494709437600 |
| 2019-01-01 | 6.8656568087736300 |
| 2019-02-01 | 6.8868367220375710 |
| 2019-03-01 | 6.8940291269490600 |
| 2019-04-01 | 6.9181992250981300 |
| 2019-05-01 | 6.9120508426688390 |
| 2019-06-01 | 6.8886703059778410 |
| 2019-07-01 | 6.8495034415010405 |
| 2019-08-01 | 6.8412994922103800 |
| 2019-09-01 | 6.8701795648291100 |
| 2019-10-01 | 6.8725168688003490 |
| 2019-11-01 | 6.8469125027362100 |
| 2019-12-01 | 6.8637728878660400 |
| 2020-01-01 | 6.7609610313187990 |
| 2020-02-01 | 6.6880060598686300 |
| 2020-03-01 | 6.6859473564912000 |
| 2020-04-01 | 5.7179337847456395 |
| 2020-05-01 | 5.9136669898038900 |
| 2020-06-01 | 6.0799970949333200 |
| 2020-07-01 | 6.1490308327323495 |
| 2020-08-01 | 6.1341461276096100 |
| 2020-09-01 | 6.1842121561416800 |
| 2020-10-01 | 6.1806180033374405 |
| 2020-11-01 | 6.1552737259985190 |
| 2020-12-01 | 6.0664819790021210 |
| 2021-01-01 | 6.1555325466743490 |
| 2021-02-01 | 6.1846151635411100 |
| 2021-03-01 | 6.1757480802916500 |
| 2021-04-01 | 6.1159995613253200 |
| 2021-05-01 | 6.1130622090220500 |
| 2021-06-01 | 6.0690407151961790 |
| 2021-07-01 | 6.0509109376733700 |
| 2021-08-01 | 6.0316078060690700 |
| 2021-09-01 | 5.9996170619843400 |
| 2021-10-01 | 5.9886856732276500 |
| 2021-11-01 | 6.0689334985287500 |
| 2021-12-01 | 6.0677149235325600 |
| 2022-01-01 | 6.1519434595275095 |
| 2022-02-01 | 6.1768653153536900 |
| 2022-03-01 | 6.1585800301004510 |
| 2022-04-01 | 6.2148776908223610 |
| 2022-05-01 | 6.2088688317302500 |
| 2022-06-01 | 6.1585068445269100 |
| 2022-07-01 | 6.2557261418538700 |
| 2022-08-01 | 6.3364378997773100 |
| 2022-09-01 | 6.3145875767927600 |
| 2022-10-01 | 6.3971887148302900 |
| 2022-11-01 | 6.3792580495461200 |
| 2022-12-01 | 6.4689396125904500 |
| 2023-01-01 | 6.5473029105561100 |
| 2023-02-01 | 6.4676718892115790 |
| 2023-03-01 | 6.5454869868603400 |
| 2023-04-01 | 6.5109983707055990 |
| 2023-05-01 | 6.5033993057956790 |
| 2023-06-01 | 6.5521282889094690 |
| 2023-07-01 | 6.5617899157634610 |
| 2023-08-01 | 6.5436166873772000 |
| 2023-09-01 | 6.5261238991857100 |
| 2023-10-01 | 6.5025640066177310 |
| 2023-11-01 | 6.4863168258430300 |
| 2023-12-01 | 6.4666795108808810 |
| 2024-01-01 | 6.4448304344777500 |
| 2024-02-01 | 6.4625994460389995 |
| 2024-03-01 | 6.4353432954557190 |
| 2024-04-01 | 6.4083899597415200 |
| 2024-05-01 | 6.3989240100556800 |
| 2024-06-01 | 6.3481285772277810 |
| 2024-07-01 | 6.2660545698958705 |
| 2024-08-01 | 6.2519639034353700 |
