Table Data - All Employees: Wholesale Trade in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Wholesale Trade in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | SMU42109004100000001SA |
| 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 2026-01-01 |
| Last Updated | 2026-04-10 11:51 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 | 8.49308970752391 |
| 1990-02-01 | 8.49951621579920 |
| 1990-03-01 | 8.48874968645590 |
| 1990-04-01 | 8.50491868643663 |
| 1990-05-01 | 8.49779858806839 |
| 1990-06-01 | 8.60803240092135 |
| 1990-07-01 | 8.50980389905558 |
| 1990-08-01 | 8.54315188337602 |
| 1990-09-01 | 8.47547013304042 |
| 1990-10-01 | 8.49228777350894 |
| 1990-11-01 | 8.46754626729238 |
| 1990-12-01 | 8.51761717563765 |
| 1991-01-01 | 8.59450207008525 |
| 1991-02-01 | 8.60683449027368 |
| 1991-03-01 | 8.58479092194929 |
| 1991-04-01 | 8.50499072262074 |
| 1991-05-01 | 8.49117223227143 |
| 1991-06-01 | 8.40051979777573 |
| 1991-07-01 | 8.41921378603986 |
| 1991-08-01 | 8.34802541851939 |
| 1991-09-01 | 8.37720495999497 |
| 1991-10-01 | 8.28919489255550 |
| 1991-11-01 | 8.26395576975207 |
| 1991-12-01 | 8.31659618753614 |
| 1992-01-01 | 8.29673741201789 |
| 1992-02-01 | 8.31767668827479 |
| 1992-03-01 | 8.28021306091500 |
| 1992-04-01 | 8.50040297094738 |
| 1992-05-01 | 8.37946828192300 |
| 1992-06-01 | 8.29696276302502 |
| 1992-07-01 | 8.53423872489567 |
| 1992-08-01 | 8.55563503545945 |
| 1992-09-01 | 8.57748623110045 |
| 1992-10-01 | 8.58512151579511 |
| 1992-11-01 | 8.65816537930228 |
| 1992-12-01 | 8.71506325560686 |
| 1993-01-01 | 8.49699713252238 |
| 1993-02-01 | 8.52931057635376 |
| 1993-03-01 | 8.58102255111560 |
| 1993-04-01 | 8.59178925803504 |
| 1993-05-01 | 8.55826152198588 |
| 1993-06-01 | 8.69654002103470 |
| 1993-07-01 | 8.65166455158623 |
| 1993-08-01 | 8.66233998212166 |
| 1993-09-01 | 8.68054451477025 |
| 1993-10-01 | 8.78587494115465 |
| 1993-11-01 | 8.75769536638145 |
| 1993-12-01 | 8.71847441991188 |
| 1994-01-01 | 8.79147263123698 |
| 1994-02-01 | 8.73283962771792 |
| 1994-03-01 | 8.77609882224432 |
| 1994-04-01 | 8.67918508455984 |
| 1994-05-01 | 8.73872237886409 |
| 1994-06-01 | 8.70327885537323 |
| 1994-07-01 | 8.57063180449654 |
| 1994-08-01 | 8.56842835460972 |
| 1994-09-01 | 8.58671111121315 |
| 1994-10-01 | 8.58421383253107 |
| 1994-11-01 | 8.66688395280468 |
| 1994-12-01 | 8.72769792746620 |
| 1995-01-01 | 8.67756967080380 |
| 1995-02-01 | 8.72510370946291 |
| 1995-03-01 | 8.76308756926255 |
| 1995-04-01 | 8.86617486975043 |
| 1995-05-01 | 9.02261713285387 |
| 1995-06-01 | 8.81920382340049 |
| 1995-07-01 | 8.98631785175967 |
| 1995-08-01 | 9.07698213300472 |
| 1995-09-01 | 9.09629939320149 |
| 1995-10-01 | 9.08892341488543 |
| 1995-11-01 | 9.08074273283564 |
| 1995-12-01 | 9.23102692060067 |
| 1996-01-01 | 8.76151283382370 |
| 1996-02-01 | 8.99966080174632 |
| 1996-03-01 | 8.94105490533462 |
| 1996-04-01 | 9.25717998905301 |
| 1996-05-01 | 9.12659332308909 |
| 1996-06-01 | 9.24772419491315 |
| 1996-07-01 | 8.89527212034140 |
| 1996-08-01 | 9.08210582694162 |
| 1996-09-01 | 9.11081409574494 |
| 1996-10-01 | 9.08514276890230 |
| 1996-11-01 | 9.09131654969940 |
| 1996-12-01 | 9.12274708271449 |
| 1997-01-01 | 9.35183224215700 |
| 1997-02-01 | 9.37291987315676 |
| 1997-03-01 | 9.41757947494494 |
| 1997-04-01 | 9.45607649118519 |
| 1997-05-01 | 9.54147287326299 |
| 1997-06-01 | 9.57710315729274 |
| 1997-07-01 | 9.59362331369919 |
| 1997-08-01 | 9.69031334519347 |
| 1997-09-01 | 9.73555428857086 |
| 1997-10-01 | 9.77774993126528 |
| 1997-11-01 | 9.78771429833436 |
| 1997-12-01 | 9.80497056950928 |
| 1998-01-01 | 9.84008759916739 |
| 1998-02-01 | 9.85406423031574 |
| 1998-03-01 | 9.88984852920700 |
| 1998-04-01 | 9.87233031357640 |
| 1998-05-01 | 9.57549425619883 |
| 1998-06-01 | 9.69159361407696 |
| 1998-07-01 | 9.69132246996293 |
| 1998-08-01 | 9.59253739758508 |
| 1998-09-01 | 9.66332115197286 |
| 1998-10-01 | 9.56354341893092 |
| 1998-11-01 | 9.57416834637753 |
| 1998-12-01 | 9.58222399809419 |
| 1999-01-01 | 9.52599529886024 |
| 1999-02-01 | 9.65454701117425 |
| 1999-03-01 | 9.56912457113277 |
| 1999-04-01 | 9.60140964422781 |
| 1999-05-01 | 9.60564122364521 |
| 1999-06-01 | 9.69090734457708 |
| 1999-07-01 | 9.78144050716092 |
| 1999-08-01 | 9.89527326401841 |
| 1999-09-01 | 9.88116496345098 |
| 1999-10-01 | 10.06527835215450 |
| 1999-11-01 | 10.05922409393560 |
| 1999-12-01 | 10.15591213789620 |
| 2000-01-01 | 10.10677732423230 |
| 2000-02-01 | 10.26229262778840 |
| 2000-03-01 | 10.36161804077890 |
| 2000-04-01 | 10.63814246152860 |
| 2000-05-01 | 10.53334017360210 |
| 2000-06-01 | 10.48139366373900 |
| 2000-07-01 | 10.66981560728140 |
| 2000-08-01 | 10.68188623793920 |
| 2000-09-01 | 10.68737643850630 |
| 2000-10-01 | 10.97278450142330 |
| 2000-11-01 | 10.94886851418230 |
| 2000-12-01 | 10.93006400831660 |
| 2001-01-01 | 10.99961709697340 |
| 2001-02-01 | 10.88847695496150 |
| 2001-03-01 | 10.97294503961710 |
| 2001-04-01 | 10.76588540165210 |
| 2001-05-01 | 10.73460988654740 |
| 2001-06-01 | 10.95694996062270 |
| 2001-07-01 | 10.75130453852620 |
| 2001-08-01 | 10.97040665632720 |
| 2001-09-01 | 10.78362158428170 |
| 2001-10-01 | 10.59197846125730 |
| 2001-11-01 | 10.75303702416810 |
| 2001-12-01 | 10.71941207787440 |
| 2002-01-01 | 10.79519251235610 |
| 2002-02-01 | 10.71666873287480 |
| 2002-03-01 | 10.69035769159550 |
| 2002-04-01 | 10.68412318573170 |
| 2002-05-01 | 10.71808979548640 |
| 2002-06-01 | 10.72377140895320 |
| 2002-07-01 | 10.73487041294010 |
| 2002-08-01 | 10.65443564268890 |
| 2002-09-01 | 10.66990071876800 |
| 2002-10-01 | 10.51179107102700 |
| 2002-11-01 | 10.57032322530520 |
| 2002-12-01 | 10.61772919109450 |
| 2003-01-01 | 10.71442644168020 |
| 2003-02-01 | 10.74601316431550 |
| 2003-03-01 | 10.72019569247080 |
| 2003-04-01 | 10.67826313646020 |
| 2003-05-01 | 10.68297198782170 |
| 2003-06-01 | 10.68830715167200 |
| 2003-07-01 | 10.81603043156680 |
| 2003-08-01 | 10.94345433371660 |
| 2003-09-01 | 10.95197259510640 |
| 2003-10-01 | 11.02887812945980 |
| 2003-11-01 | 11.09191663247230 |
| 2003-12-01 | 11.11809636193690 |
| 2004-01-01 | 10.94866361955440 |
| 2004-02-01 | 10.96884751968660 |
| 2004-03-01 | 11.05521253819400 |
| 2004-04-01 | 11.26730600535690 |
| 2004-05-01 | 11.15078804284370 |
| 2004-06-01 | 11.26059274605860 |
| 2004-07-01 | 11.19798159054180 |
| 2004-08-01 | 11.22681049184700 |
| 2004-09-01 | 11.33998335865500 |
| 2004-10-01 | 11.42072438703830 |
| 2004-11-01 | 11.50039357529830 |
| 2004-12-01 | 11.61522481644360 |
| 2005-01-01 | 11.80267617171490 |
| 2005-02-01 | 11.89545728783860 |
| 2005-03-01 | 12.00030333106720 |
| 2005-04-01 | 12.25238277594490 |
| 2005-05-01 | 12.12612445578280 |
| 2005-06-01 | 12.03980706596250 |
| 2005-07-01 | 12.07675732271440 |
| 2005-08-01 | 12.01170380794410 |
| 2005-09-01 | 12.03215639722700 |
| 2005-10-01 | 11.99526325287020 |
| 2005-11-01 | 11.99358435176130 |
| 2005-12-01 | 11.91524058878840 |
| 2006-01-01 | 12.35014736112790 |
| 2006-02-01 | 12.62171948497880 |
| 2006-03-01 | 12.73891331937070 |
| 2006-04-01 | 13.04724077050430 |
| 2006-05-01 | 13.11998391656100 |
| 2006-06-01 | 13.23411748753740 |
| 2006-07-01 | 13.25853259797940 |
| 2006-08-01 | 13.39999540965460 |
| 2006-09-01 | 13.41896782463840 |
| 2006-10-01 | 13.45727679853840 |
| 2006-11-01 | 13.47171225110950 |
| 2006-12-01 | 13.51334388815210 |
| 2007-01-01 | 13.29274305585730 |
| 2007-02-01 | 13.34561185932790 |
| 2007-03-01 | 13.37823437876400 |
| 2007-04-01 | 13.34231329987270 |
| 2007-05-01 | 13.42593545932200 |
| 2007-06-01 | 13.53815987019740 |
| 2007-07-01 | 13.64828652521880 |
| 2007-08-01 | 13.59284879139460 |
| 2007-09-01 | 13.60049896723920 |
| 2007-10-01 | 13.72283210489710 |
| 2007-11-01 | 13.74348343443380 |
| 2007-12-01 | 13.70713775602410 |
| 2008-01-01 | 13.72199158211220 |
| 2008-02-01 | 13.76544473333590 |
| 2008-03-01 | 13.69557798779080 |
| 2008-04-01 | 13.74946361289250 |
| 2008-05-01 | 13.73958625591950 |
| 2008-06-01 | 13.75427702265930 |
| 2008-07-01 | 13.84287454387440 |
| 2008-08-01 | 13.78967076348380 |
| 2008-09-01 | 13.68695848160210 |
| 2008-10-01 | 13.58935697014610 |
| 2008-11-01 | 13.51963256199910 |
| 2008-12-01 | 13.40751275546530 |
| 2009-01-01 | 13.33986547312870 |
| 2009-02-01 | 13.27525884024230 |
| 2009-03-01 | 13.19663567995820 |
| 2009-04-01 | 13.14873763963860 |
| 2009-05-01 | 13.05572973318840 |
| 2009-06-01 | 12.96669259061700 |
| 2009-07-01 | 12.94626412851360 |
| 2009-08-01 | 12.89330802970260 |
| 2009-09-01 | 12.97225525320630 |
| 2009-10-01 | 13.07548783016820 |
| 2009-11-01 | 13.01491663534400 |
| 2009-12-01 | 13.01636773249390 |
| 2010-01-01 | 12.94249175883030 |
| 2010-02-01 | 12.86880160152750 |
| 2010-03-01 | 12.87589494233930 |
| 2010-04-01 | 13.04964758706720 |
| 2010-05-01 | 13.06327958840000 |
| 2010-06-01 | 13.07449368115020 |
| 2010-07-01 | 13.05565810974020 |
| 2010-08-01 | 13.10274011551030 |
| 2010-09-01 | 13.15871055507780 |
| 2010-10-01 | 13.17960316640140 |
| 2010-11-01 | 13.23034576797830 |
| 2010-12-01 | 13.23714718190570 |
| 2011-01-01 | 13.13123347808740 |
| 2011-02-01 | 13.14663200009590 |
| 2011-03-01 | 13.25358527932410 |
| 2011-04-01 | 13.13735176387400 |
| 2011-05-01 | 13.26470195581440 |
| 2011-06-01 | 13.17460680540250 |
| 2011-07-01 | 13.37380077533190 |
| 2011-08-01 | 13.41213814388900 |
| 2011-09-01 | 13.35400957028860 |
| 2011-10-01 | 13.49366265629280 |
| 2011-11-01 | 13.45146530762800 |
| 2011-12-01 | 13.45348569404960 |
| 2012-01-01 | 13.61302237079670 |
| 2012-02-01 | 13.61876784637160 |
| 2012-03-01 | 13.62875543019910 |
| 2012-04-01 | 13.63619724281960 |
| 2012-05-01 | 13.46914712945450 |
| 2012-06-01 | 13.47593040948370 |
| 2012-07-01 | 13.38391686171660 |
| 2012-08-01 | 13.31227763008350 |
| 2012-09-01 | 13.36114449946920 |
| 2012-10-01 | 13.20454056904910 |
| 2012-11-01 | 13.16809887188380 |
| 2012-12-01 | 13.17071746714910 |
| 2013-01-01 | 13.09488979783760 |
| 2013-02-01 | 13.08990413249070 |
| 2013-03-01 | 13.01484110202220 |
| 2013-04-01 | 12.93051513112890 |
| 2013-05-01 | 12.97755812949160 |
| 2013-06-01 | 12.98073834089320 |
| 2013-07-01 | 12.89127878433520 |
| 2013-08-01 | 12.91290553215920 |
| 2013-09-01 | 12.97007698860800 |
| 2013-10-01 | 12.80973328803330 |
| 2013-11-01 | 12.87179306426240 |
| 2013-12-01 | 12.87192535160160 |
| 2014-01-01 | 13.08526518774220 |
| 2014-02-01 | 13.07022740190520 |
| 2014-03-01 | 13.10903684459740 |
| 2014-04-01 | 13.23391732452030 |
| 2014-05-01 | 13.29170105860680 |
| 2014-06-01 | 13.29023940762560 |
| 2014-07-01 | 13.29146643913810 |
| 2014-08-01 | 13.30972046736590 |
| 2014-09-01 | 13.27260138000120 |
| 2014-10-01 | 13.40517542752020 |
| 2014-11-01 | 13.36586943296540 |
| 2014-12-01 | 13.36926918370750 |
| 2015-01-01 | 13.38508588886220 |
| 2015-02-01 | 13.36439886972820 |
| 2015-03-01 | 13.31832281981570 |
| 2015-04-01 | 13.13209198056300 |
| 2015-05-01 | 13.20382508392820 |
| 2015-06-01 | 13.19463191497650 |
| 2015-07-01 | 13.38959424901420 |
| 2015-08-01 | 13.40625836292200 |
| 2015-09-01 | 13.27239067789290 |
| 2015-10-01 | 13.29841881102990 |
| 2015-11-01 | 13.35776032008730 |
| 2015-12-01 | 13.35601475291600 |
| 2016-01-01 | 13.28885053653690 |
| 2016-02-01 | 13.36844769317610 |
| 2016-03-01 | 13.42717395134010 |
| 2016-04-01 | 13.44008452925960 |
| 2016-05-01 | 13.52526095958520 |
| 2016-06-01 | 13.50012262586200 |
| 2016-07-01 | 13.47298361022580 |
| 2016-08-01 | 13.49290641862630 |
| 2016-09-01 | 13.46495103464230 |
| 2016-10-01 | 13.69564959031760 |
| 2016-11-01 | 13.75627212883120 |
| 2016-12-01 | 13.85205311522280 |
| 2017-01-01 | 13.78701333285810 |
| 2017-02-01 | 13.77515138387180 |
| 2017-03-01 | 13.84117304582940 |
| 2017-04-01 | 13.84525289049360 |
| 2017-05-01 | 13.84200671003850 |
| 2017-06-01 | 13.89452981545530 |
| 2017-07-01 | 13.95918554367800 |
| 2017-08-01 | 13.98243659731160 |
| 2017-09-01 | 14.05721658726880 |
| 2017-10-01 | 14.09938480242980 |
| 2017-11-01 | 14.06811822894480 |
| 2017-12-01 | 14.05397156029570 |
| 2018-01-01 | 14.06848008158860 |
| 2018-02-01 | 14.17373191416550 |
| 2018-03-01 | 14.14656090193570 |
| 2018-04-01 | 14.25360570194420 |
| 2018-05-01 | 14.26154970621850 |
| 2018-06-01 | 14.29326602960570 |
| 2018-07-01 | 14.24630594631710 |
| 2018-08-01 | 14.27113831083190 |
| 2018-09-01 | 14.24954896280300 |
| 2018-10-01 | 14.10732864188490 |
| 2018-11-01 | 14.18278632723500 |
| 2018-12-01 | 14.26834716840620 |
| 2019-01-01 | 14.24248522206630 |
| 2019-02-01 | 14.26912410645430 |
| 2019-03-01 | 14.35091485297800 |
| 2019-04-01 | 14.35351433290600 |
| 2019-05-01 | 14.36378533800310 |
| 2019-06-01 | 14.29171862949860 |
| 2019-07-01 | 14.54216779160010 |
| 2019-08-01 | 14.66515186948190 |
| 2019-09-01 | 14.65401253998270 |
| 2019-10-01 | 14.42290841800250 |
| 2019-11-01 | 14.59771758826870 |
| 2019-12-01 | 14.58518268551470 |
| 2020-01-01 | 14.61356473511460 |
| 2020-02-01 | 14.55403532499240 |
| 2020-03-01 | 14.54183355893480 |
| 2020-04-01 | 13.35315720567720 |
| 2020-05-01 | 13.56479542196470 |
| 2020-06-01 | 13.69855956035640 |
| 2020-07-01 | 13.73536265052100 |
| 2020-08-01 | 13.86586643485010 |
| 2020-09-01 | 13.85807791530800 |
| 2020-10-01 | 14.04112297727710 |
| 2020-11-01 | 14.00735830315930 |
| 2020-12-01 | 14.10633685209850 |
| 2021-01-01 | 14.29524645984640 |
| 2021-02-01 | 14.33831185150790 |
| 2021-03-01 | 14.33045009016720 |
| 2021-04-01 | 14.25044521331100 |
| 2021-05-01 | 14.14979726538290 |
| 2021-06-01 | 14.09797982942350 |
| 2021-07-01 | 14.13525712266320 |
| 2021-08-01 | 14.17390148611450 |
| 2021-09-01 | 14.16413260336970 |
| 2021-10-01 | 14.26086284815740 |
| 2021-11-01 | 14.32068239849080 |
| 2021-12-01 | 14.32637052969600 |
| 2022-01-01 | 14.08341147619730 |
| 2022-02-01 | 14.21957631204640 |
| 2022-03-01 | 14.30980882889850 |
| 2022-04-01 | 14.44409603052090 |
| 2022-05-01 | 14.43867658868400 |
| 2022-06-01 | 14.40392188522490 |
| 2022-07-01 | 14.43124261494810 |
| 2022-08-01 | 14.48744907209910 |
| 2022-09-01 | 14.56437957478990 |
| 2022-10-01 | 14.57178598872020 |
| 2022-11-01 | 14.72926478271710 |
| 2022-12-01 | 14.74171165769450 |
| 2023-01-01 | 14.78783785625300 |
| 2023-02-01 | 14.91258213244870 |
| 2023-03-01 | 14.89558646389290 |
| 2023-04-01 | 14.93280534086580 |
| 2023-05-01 | 15.02171652045440 |
| 2023-06-01 | 15.10359369365570 |
| 2023-07-01 | 15.12957295805040 |
| 2023-08-01 | 15.09709226494420 |
| 2023-09-01 | 15.16353444009880 |
| 2023-10-01 | 14.98441862211050 |
| 2023-11-01 | 15.03687339879520 |
| 2023-12-01 | 15.14697212379510 |
| 2024-01-01 | 15.30066145510480 |
| 2024-02-01 | 15.40718555484820 |
| 2024-03-01 | 15.48347579897660 |
| 2024-04-01 | 15.52509846732340 |
| 2024-05-01 | 15.61337103801330 |
| 2024-06-01 | 15.70328535543080 |
| 2024-07-01 | 15.72215708886890 |
| 2024-08-01 | 15.80535731736810 |
| 2024-09-01 | 15.85958574619040 |
| 2024-10-01 | 15.88872938989290 |
| 2024-11-01 | 15.94276239134220 |
| 2024-12-01 | 16.04898531169510 |
| 2025-01-01 | 16.11383875096110 |
| 2025-02-01 | 16.10820881892900 |
| 2025-03-01 | 16.27898172041710 |
| 2025-04-01 | 16.22120869842300 |
| 2025-05-01 | 16.20684142991650 |
| 2025-06-01 | 16.19813164589570 |
| 2025-07-01 | 16.31955213279830 |
| 2025-08-01 | 16.30666508609830 |
| 2025-09-01 | 16.36105803595550 |
| 2025-10-01 | 16.48874539983770 |
| 2025-11-01 | 16.44968075085840 |
| 2025-12-01 | 16.44785875730750 |
| 2026-01-01 | 16.42098681197290 |