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 2026-06-01 |
| Last Updated | 2026-07-22 9:56 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 | 8.50980389905559 |
| 1990-08-01 | 8.54315188337602 |
| 1990-09-01 | 8.47547013304042 |
| 1990-10-01 | 8.49228777350894 |
| 1990-11-01 | 8.46754626729238 |
| 1990-12-01 | 8.51761717563764 |
| 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 | 8.55826152198589 |
| 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 | 8.75769536638144 |
| 1993-12-01 | 8.71847441991188 |
| 1994-01-01 | 8.79147263123698 |
| 1994-02-01 | 8.73283962771792 |
| 1994-03-01 | 8.77609882224432 |
| 1994-04-01 | 8.67918508455985 |
| 1994-05-01 | 8.73872237886410 |
| 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 | 8.72510370946290 |
| 1995-03-01 | 8.76308756926255 |
| 1995-04-01 | 8.86617486975043 |
| 1995-05-01 | 9.02261713285387 |
| 1995-06-01 | 8.81920382340048 |
| 1995-07-01 | 8.98631785175967 |
| 1995-08-01 | 9.07698213300472 |
| 1995-09-01 | 9.09629939320150 |
| 1995-10-01 | 9.08892341488544 |
| 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 | 9.25717998905300 |
| 1996-05-01 | 9.12659332308909 |
| 1996-06-01 | 9.24772419491314 |
| 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 | 9.37291987315675 |
| 1997-03-01 | 9.41757947494494 |
| 1997-04-01 | 9.45607649118520 |
| 1997-05-01 | 9.54147287326299 |
| 1997-06-01 | 9.57710315729271 |
| 1997-07-01 | 9.59362331369919 |
| 1997-08-01 | 9.69031334519347 |
| 1997-09-01 | 9.73555428857086 |
| 1997-10-01 | 9.77774993126540 |
| 1997-11-01 | 9.78771429833436 |
| 1997-12-01 | 9.80497056950927 |
| 1998-01-01 | 9.84008759916736 |
| 1998-02-01 | 9.85406423031567 |
| 1998-03-01 | 9.88984852920687 |
| 1998-04-01 | 9.87233031357628 |
| 1998-05-01 | 9.57549425619873 |
| 1998-06-01 | 9.69159361407696 |
| 1998-07-01 | 9.69132246996304 |
| 1998-08-01 | 9.59253739758534 |
| 1998-09-01 | 9.66332115197326 |
| 1998-10-01 | 9.56354341893151 |
| 1998-11-01 | 9.57416834637762 |
| 1998-12-01 | 9.58222399809394 |
| 1999-01-01 | 9.52599529885967 |
| 1999-02-01 | 9.65454701117350 |
| 1999-03-01 | 9.56912457113200 |
| 1999-04-01 | 9.60140964422730 |
| 1999-05-01 | 9.60564122364502 |
| 1999-06-01 | 9.69090734457735 |
| 1999-07-01 | 9.78144050716162 |
| 1999-08-01 | 9.89527326401963 |
| 1999-09-01 | 9.88116496345254 |
| 1999-10-01 | 10.06527835215620 |
| 1999-11-01 | 10.05922409393610 |
| 1999-12-01 | 10.15591213789570 |
| 2000-01-01 | 10.10677732423070 |
| 2000-02-01 | 10.26229262778630 |
| 2000-03-01 | 10.36161804077670 |
| 2000-04-01 | 10.63814246152680 |
| 2000-05-01 | 10.53334017360050 |
| 2000-06-01 | 10.48139366373800 |
| 2000-07-01 | 10.66981560728180 |
| 2000-08-01 | 10.68188623794210 |
| 2000-09-01 | 10.68737643851130 |
| 2000-10-01 | 10.97278450143040 |
| 2000-11-01 | 10.94886851418980 |
| 2000-12-01 | 10.93006400832330 |
| 2001-01-01 | 10.99961709695560 |
| 2001-02-01 | 10.88847695495430 |
| 2001-03-01 | 10.97294503961590 |
| 2001-04-01 | 10.76588540164260 |
| 2001-05-01 | 10.73460988654240 |
| 2001-06-01 | 10.95694996062400 |
| 2001-07-01 | 10.75130453852590 |
| 2001-08-01 | 10.97040665633300 |
| 2001-09-01 | 10.78362158429200 |
| 2001-10-01 | 10.59197846127130 |
| 2001-11-01 | 10.75303702418290 |
| 2001-12-01 | 10.71941207788820 |
| 2002-01-01 | 10.79519251232570 |
| 2002-02-01 | 10.71666873287160 |
| 2002-03-01 | 10.69035769160820 |
| 2002-04-01 | 10.68412318570370 |
| 2002-05-01 | 10.71808979548250 |
| 2002-06-01 | 10.72377140895090 |
| 2002-07-01 | 10.73487041292510 |
| 2002-08-01 | 10.65443564267060 |
| 2002-09-01 | 10.66990071874570 |
| 2002-10-01 | 10.51179107100580 |
| 2002-11-01 | 10.57032322544450 |
| 2002-12-01 | 10.61772919105150 |
| 2003-01-01 | 10.71442644167220 |
| 2003-02-01 | 10.74601316439210 |
| 2003-03-01 | 10.72019569257970 |
| 2003-04-01 | 10.67826313644150 |
| 2003-05-01 | 10.68297198779890 |
| 2003-06-01 | 10.68830715157920 |
| 2003-07-01 | 10.81603043141350 |
| 2003-08-01 | 10.94345433356090 |
| 2003-09-01 | 10.95197259498830 |
| 2003-10-01 | 11.02887812943110 |
| 2003-11-01 | 11.09191663287160 |
| 2003-12-01 | 11.11809636205760 |
| 2004-01-01 | 10.94866361960250 |
| 2004-02-01 | 10.96884752012440 |
| 2004-03-01 | 11.05521253849440 |
| 2004-04-01 | 11.26730600513020 |
| 2004-05-01 | 11.15078804229100 |
| 2004-06-01 | 11.26059274529520 |
| 2004-07-01 | 11.19798158898570 |
| 2004-08-01 | 11.22681049183070 |
| 2004-09-01 | 11.33998335954630 |
| 2004-10-01 | 11.42072438861710 |
| 2004-11-01 | 11.50039357739700 |
| 2004-12-01 | 11.61522481731310 |
| 2005-01-01 | 11.80267617131250 |
| 2005-02-01 | 11.89545728720640 |
| 2005-03-01 | 12.00030332966900 |
| 2005-04-01 | 12.25238277390560 |
| 2005-05-01 | 12.12612445399700 |
| 2005-06-01 | 12.03980706518370 |
| 2005-07-01 | 12.07675731685170 |
| 2005-08-01 | 12.01170381147340 |
| 2005-09-01 | 12.03215640335060 |
| 2005-10-01 | 11.99526325990640 |
| 2005-11-01 | 11.99358435750680 |
| 2005-12-01 | 11.91524058931410 |
| 2006-01-01 | 12.35014735596020 |
| 2006-02-01 | 12.62171947761950 |
| 2006-03-01 | 12.73891331195430 |
| 2006-04-01 | 13.04724076520560 |
| 2006-05-01 | 13.11998391513410 |
| 2006-06-01 | 13.23411749015830 |
| 2006-07-01 | 13.25853259042230 |
| 2006-08-01 | 13.39999541718060 |
| 2006-09-01 | 13.41896783550940 |
| 2006-10-01 | 13.45727682486850 |
| 2006-11-01 | 13.47171226022860 |
| 2006-12-01 | 13.51334389135210 |
| 2007-01-01 | 13.29274305424140 |
| 2007-02-01 | 13.34561182556560 |
| 2007-03-01 | 13.37823431307390 |
| 2007-04-01 | 13.34231330984770 |
| 2007-05-01 | 13.42593547543640 |
| 2007-06-01 | 13.53815988917980 |
| 2007-07-01 | 13.64828652503880 |
| 2007-08-01 | 13.59284880655510 |
| 2007-09-01 | 13.60049898264770 |
| 2007-10-01 | 13.72283215004180 |
| 2007-11-01 | 13.74348345017650 |
| 2007-12-01 | 13.70713776362450 |
| 2008-01-01 | 13.72199157955390 |
| 2008-02-01 | 13.76544466260040 |
| 2008-03-01 | 13.69557783733910 |
| 2008-04-01 | 13.74946362368730 |
| 2008-05-01 | 13.73958623522860 |
| 2008-06-01 | 13.75427722127010 |
| 2008-07-01 | 13.84287450970810 |
| 2008-08-01 | 13.78967075380720 |
| 2008-09-01 | 13.68695848420000 |
| 2008-10-01 | 13.58935703020870 |
| 2008-11-01 | 13.51963258756730 |
| 2008-12-01 | 13.40751282370470 |
| 2009-01-01 | 13.33986548119410 |
| 2009-02-01 | 13.27525873515390 |
| 2009-03-01 | 13.19663542948800 |
| 2009-04-01 | 13.14873761754940 |
| 2009-05-01 | 13.05572963163020 |
| 2009-06-01 | 12.96669293426630 |
| 2009-07-01 | 12.94626404989120 |
| 2009-08-01 | 12.89330802014010 |
| 2009-09-01 | 12.97225530714200 |
| 2009-10-01 | 13.07548798360730 |
| 2009-11-01 | 13.01491676352250 |
| 2009-12-01 | 13.01636790953760 |
| 2010-01-01 | 12.94249173222340 |
| 2010-02-01 | 12.86880134405370 |
| 2010-03-01 | 12.87589443295490 |
| 2010-04-01 | 13.04964731850570 |
| 2010-05-01 | 13.06327931242490 |
| 2010-06-01 | 13.07449419976570 |
| 2010-07-01 | 13.05565805562290 |
| 2010-08-01 | 13.10274012186670 |
| 2010-09-01 | 13.15871187449690 |
| 2010-10-01 | 13.17960326842140 |
| 2010-11-01 | 13.23034565263780 |
| 2010-12-01 | 13.23714699749580 |
| 2011-01-01 | 13.13123421047460 |
| 2011-02-01 | 13.14663088571870 |
| 2011-03-01 | 13.25358383586110 |
| 2011-04-01 | 13.13735076460120 |
| 2011-05-01 | 13.26470142200030 |
| 2011-06-01 | 13.17460765280180 |
| 2011-07-01 | 13.37380150119740 |
| 2011-08-01 | 13.41213903087700 |
| 2011-09-01 | 13.35401279841740 |
| 2011-10-01 | 13.49366295703670 |
| 2011-11-01 | 13.45146487567760 |
| 2011-12-01 | 13.45348483799990 |
| 2012-01-01 | 13.61302342774450 |
| 2012-02-01 | 13.61876523983390 |
| 2012-03-01 | 13.62875224840820 |
| 2012-04-01 | 13.63619400601000 |
| 2012-05-01 | 13.46914445478980 |
| 2012-06-01 | 13.47593081036410 |
| 2012-07-01 | 13.38392378007630 |
| 2012-08-01 | 13.31228457021790 |
| 2012-09-01 | 13.36114758494410 |
| 2012-10-01 | 13.20453952327720 |
| 2012-11-01 | 13.16809694403980 |
| 2012-12-01 | 13.17071495744100 |
| 2013-01-01 | 13.09489051074900 |
| 2013-02-01 | 13.08989989645210 |
| 2013-03-01 | 13.01483619672190 |
| 2013-04-01 | 12.93050947065770 |
| 2013-05-01 | 12.97755299689880 |
| 2013-06-01 | 12.98073770139950 |
| 2013-07-01 | 12.89129149065200 |
| 2013-08-01 | 12.91291800095330 |
| 2013-09-01 | 12.97008787322480 |
| 2013-10-01 | 12.80973147441490 |
| 2013-11-01 | 12.87179119886760 |
| 2013-12-01 | 12.87191038090360 |
| 2014-01-01 | 13.08526635632860 |
| 2014-02-01 | 13.07022304674910 |
| 2014-03-01 | 13.10903079083370 |
| 2014-04-01 | 13.23390865435410 |
| 2014-05-01 | 13.29169199421760 |
| 2014-06-01 | 13.29023606499800 |
| 2014-07-01 | 13.29148448648650 |
| 2014-08-01 | 13.30974062946630 |
| 2014-09-01 | 13.27262493570040 |
| 2014-10-01 | 13.40517995592650 |
| 2014-11-01 | 13.36587373650630 |
| 2014-12-01 | 13.36924297186200 |
| 2015-01-01 | 13.38508204806680 |
| 2015-02-01 | 13.36438364607200 |
| 2015-03-01 | 13.31830340172040 |
| 2015-04-01 | 13.13207127086570 |
| 2015-05-01 | 13.20380938972790 |
| 2015-06-01 | 13.19462987598440 |
| 2015-07-01 | 13.38962191786600 |
| 2015-08-01 | 13.40629407238980 |
| 2015-09-01 | 13.27244019393580 |
| 2015-10-01 | 13.29846118217990 |
| 2015-11-01 | 13.35777663223670 |
| 2015-12-01 | 13.35597368559260 |
| 2016-01-01 | 13.28882510543690 |
| 2016-02-01 | 13.36839765623710 |
| 2016-03-01 | 13.42711488878250 |
| 2016-04-01 | 13.44003202591640 |
| 2016-05-01 | 13.52523212775510 |
| 2016-06-01 | 13.50013553915300 |
| 2016-07-01 | 13.47303678478610 |
| 2016-08-01 | 13.49297257828290 |
| 2016-09-01 | 13.46505619747790 |
| 2016-10-01 | 13.69575547666790 |
| 2016-11-01 | 13.75631422762050 |
| 2016-12-01 | 13.85201488426050 |
| 2017-01-01 | 13.78697030431180 |
| 2017-02-01 | 13.77506302282480 |
| 2017-03-01 | 13.84104434285470 |
| 2017-04-01 | 13.84477307830440 |
| 2017-05-01 | 13.84216630007360 |
| 2017-06-01 | 13.89468528061920 |
| 2017-07-01 | 13.95932498752900 |
| 2017-08-01 | 13.98255460388880 |
| 2017-09-01 | 14.05738727772050 |
| 2017-10-01 | 14.09954220503740 |
| 2017-11-01 | 14.06816183023050 |
| 2017-12-01 | 14.05391392691340 |
| 2018-01-01 | 14.06839755069140 |
| 2018-02-01 | 14.17358556567610 |
| 2018-03-01 | 14.14634988925010 |
| 2018-04-01 | 14.25269773552080 |
| 2018-05-01 | 14.26191093137220 |
| 2018-06-01 | 14.29358607841890 |
| 2018-07-01 | 14.24655694761350 |
| 2018-08-01 | 14.27132846679350 |
| 2018-09-01 | 14.24978506564540 |
| 2018-10-01 | 14.10751398759170 |
| 2018-11-01 | 14.18282402918260 |
| 2018-12-01 | 14.26828397347520 |
| 2019-01-01 | 14.24224458279410 |
| 2019-02-01 | 14.26893576640380 |
| 2019-03-01 | 14.35063673570560 |
| 2019-04-01 | 14.35229302502720 |
| 2019-05-01 | 14.36434919184480 |
| 2019-06-01 | 14.29219593991090 |
| 2019-07-01 | 14.54252691373910 |
| 2019-08-01 | 14.66540975679040 |
| 2019-09-01 | 14.65428432282570 |
| 2019-10-01 | 14.42310122483530 |
| 2019-11-01 | 14.59773228153740 |
| 2019-12-01 | 14.58509437301370 |
| 2020-01-01 | 14.61313678068400 |
| 2020-02-01 | 14.55377631624420 |
| 2020-03-01 | 14.54148274351510 |
| 2020-04-01 | 13.35198392338320 |
| 2020-05-01 | 13.56535470799560 |
| 2020-06-01 | 13.69910254712770 |
| 2020-07-01 | 13.73584288159050 |
| 2020-08-01 | 13.86629011525970 |
| 2020-09-01 | 13.85854644812280 |
| 2020-10-01 | 14.04145517127000 |
| 2020-11-01 | 14.00681994819230 |
| 2020-12-01 | 14.10629824372450 |
| 2021-01-01 | 14.29461132883570 |
| 2021-02-01 | 14.33790432256480 |
| 2021-03-01 | 14.32995241363080 |
| 2021-04-01 | 14.24931950106300 |
| 2021-05-01 | 14.15045259948630 |
| 2021-06-01 | 14.09878368671980 |
| 2021-07-01 | 14.13610298028140 |
| 2021-08-01 | 14.17466081024170 |
| 2021-09-01 | 14.16485894651020 |
| 2021-10-01 | 14.26125535179160 |
| 2021-11-01 | 14.31936267931780 |
| 2021-12-01 | 14.32613670478050 |
| 2022-01-01 | 14.08262946918720 |
| 2022-02-01 | 14.21923185605860 |
| 2022-03-01 | 14.30693810967510 |
| 2022-04-01 | 14.44398632229150 |
| 2022-05-01 | 14.43999282984700 |
| 2022-06-01 | 14.40561894830110 |
| 2022-07-01 | 14.43303559788490 |
| 2022-08-01 | 14.48894913169520 |
| 2022-09-01 | 14.56547271174570 |
| 2022-10-01 | 14.57253193873770 |
| 2022-11-01 | 14.72654405700660 |
| 2022-12-01 | 14.74038224186570 |
| 2023-01-01 | 14.78562559721520 |
| 2023-02-01 | 14.91199758622620 |
| 2023-03-01 | 14.88814108576680 |
| 2023-04-01 | 14.93729484582680 |
| 2023-05-01 | 15.02332838757690 |
| 2023-06-01 | 15.10769155245470 |
| 2023-07-01 | 15.13344475049470 |
| 2023-08-01 | 15.09979992920080 |
| 2023-09-01 | 15.16460730255790 |
| 2023-10-01 | 14.98450536169000 |
| 2023-11-01 | 15.03186113733720 |
| 2023-12-01 | 15.14265626128710 |
| 2024-01-01 | 15.29543347147500 |
| 2024-02-01 | 15.40881078382500 |
| 2024-03-01 | 15.47180787660020 |
| 2024-04-01 | 15.53438769947800 |
| 2024-05-01 | 15.61518098896500 |
| 2024-06-01 | 15.71044700580560 |
| 2024-07-01 | 15.72826940209580 |
| 2024-08-01 | 15.80928528529330 |
| 2024-09-01 | 15.86061102939860 |
| 2024-10-01 | 15.88814746651490 |
| 2024-11-01 | 15.93500080912730 |
| 2024-12-01 | 16.04119617483520 |
| 2025-01-01 | 16.10488608895550 |
| 2025-02-01 | 16.11312225720700 |
| 2025-03-01 | 16.26379211561230 |
| 2025-04-01 | 16.23479551374830 |
| 2025-05-01 | 16.20833796065020 |
| 2025-06-01 | 16.20906149114080 |
| 2025-07-01 | 16.32774828428460 |
| 2025-08-01 | 16.31149888317000 |
| 2025-09-01 | 16.36156193350880 |
| 2025-10-01 | 16.48666675157270 |
| 2025-11-01 | 16.43939651451850 |
| 2025-12-01 | 16.43642517734000 |
| 2026-01-01 | 16.40852573196650 |
| 2026-02-01 | 16.41596865078250 |
| 2026-03-01 | 16.45752666354590 |
| 2026-04-01 | 16.43391743199360 |
| 2026-05-01 | 16.50950991651410 |
| 2026-06-01 | 16.51422032085700 |