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 2026-05-01 |
| Last Updated | 2026-06-24 10:02 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 | 8.59450207008524 |
| 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 | 8.29696276302503 |
| 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 | 8.73872237886410 |
| 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 | 8.72510370946291 |
| 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 | 9.09629939320150 |
| 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 | 8.94105490533461 |
| 1996-04-01 | 9.25717998905300 |
| 1996-05-01 | 9.12659332308908 |
| 1996-06-01 | 9.24772419491315 |
| 1996-07-01 | 8.89527212034140 |
| 1996-08-01 | 9.08210582694162 |
| 1996-09-01 | 9.11081409574495 |
| 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 | 9.57710315729271 |
| 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 | 9.87233031357627 |
| 1998-05-01 | 9.57549425619872 |
| 1998-06-01 | 9.69159361407696 |
| 1998-07-01 | 9.69132246996304 |
| 1998-08-01 | 9.59253739758534 |
| 1998-09-01 | 9.66332115197327 |
| 1998-10-01 | 9.56354341893153 |
| 1998-11-01 | 9.57416834637762 |
| 1998-12-01 | 9.58222399809393 |
| 1999-01-01 | 9.52599529885966 |
| 1999-02-01 | 9.65454701117349 |
| 1999-03-01 | 9.56912457113199 |
| 1999-04-01 | 9.60140964422729 |
| 1999-05-01 | 9.60564122364502 |
| 1999-06-01 | 9.69090734457736 |
| 1999-07-01 | 9.78144050716163 |
| 1999-08-01 | 9.89527326401965 |
| 1999-09-01 | 9.88116496345257 |
| 1999-10-01 | 10.06527835215620 |
| 1999-11-01 | 10.05922409393610 |
| 1999-12-01 | 10.15591213789560 |
| 2000-01-01 | 10.10677732423070 |
| 2000-02-01 | 10.26229262778620 |
| 2000-03-01 | 10.36161804077660 |
| 2000-04-01 | 10.63814246152680 |
| 2000-05-01 | 10.53334017360040 |
| 2000-06-01 | 10.48139366373790 |
| 2000-07-01 | 10.66981560728180 |
| 2000-08-01 | 10.68188623794210 |
| 2000-09-01 | 10.68737643851140 |
| 2000-10-01 | 10.97278450143060 |
| 2000-11-01 | 10.94886851418990 |
| 2000-12-01 | 10.93006400832340 |
| 2001-01-01 | 10.99961709695520 |
| 2001-02-01 | 10.88847695495410 |
| 2001-03-01 | 10.97294503961590 |
| 2001-04-01 | 10.76588540164250 |
| 2001-05-01 | 10.73460988654240 |
| 2001-06-01 | 10.95694996062400 |
| 2001-07-01 | 10.75130453852590 |
| 2001-08-01 | 10.97040665633310 |
| 2001-09-01 | 10.78362158429220 |
| 2001-10-01 | 10.59197846127140 |
| 2001-11-01 | 10.75303702418310 |
| 2001-12-01 | 10.71941207788840 |
| 2002-01-01 | 10.79519251232520 |
| 2002-02-01 | 10.71666873287180 |
| 2002-03-01 | 10.69035769160870 |
| 2002-04-01 | 10.68412318570340 |
| 2002-05-01 | 10.71808979548250 |
| 2002-06-01 | 10.72377140895070 |
| 2002-07-01 | 10.73487041292450 |
| 2002-08-01 | 10.65443564266980 |
| 2002-09-01 | 10.66990071874480 |
| 2002-10-01 | 10.51179107100500 |
| 2002-11-01 | 10.57032322544700 |
| 2002-12-01 | 10.61772919105070 |
| 2003-01-01 | 10.71442644167270 |
| 2003-02-01 | 10.74601316439460 |
| 2003-03-01 | 10.72019569258290 |
| 2003-04-01 | 10.67826313644250 |
| 2003-05-01 | 10.68297198779820 |
| 2003-06-01 | 10.68830715157630 |
| 2003-07-01 | 10.81603043140890 |
| 2003-08-01 | 10.94345433355610 |
| 2003-09-01 | 10.95197259498480 |
| 2003-10-01 | 11.02887812943000 |
| 2003-11-01 | 11.09191663287970 |
| 2003-12-01 | 11.11809636206110 |
| 2004-01-01 | 10.94866361960580 |
| 2004-02-01 | 10.96884752013640 |
| 2004-03-01 | 11.05521253850270 |
| 2004-04-01 | 11.26730600512760 |
| 2004-05-01 | 11.15078804227780 |
| 2004-06-01 | 11.26059274527670 |
| 2004-07-01 | 11.19798158893640 |
| 2004-08-01 | 11.22681049183160 |
| 2004-09-01 | 11.33998335957030 |
| 2004-10-01 | 11.42072438865830 |
| 2004-11-01 | 11.50039357744800 |
| 2004-12-01 | 11.61522481733570 |
| 2005-01-01 | 11.80267617130470 |
| 2005-02-01 | 11.89545728719010 |
| 2005-03-01 | 12.00030332963320 |
| 2005-04-01 | 12.25238277385750 |
| 2005-05-01 | 12.12612445395310 |
| 2005-06-01 | 12.03980706516570 |
| 2005-07-01 | 12.07675731668760 |
| 2005-08-01 | 12.01170381156480 |
| 2005-09-01 | 12.03215640350830 |
| 2005-10-01 | 11.99526326008790 |
| 2005-11-01 | 11.99358435765280 |
| 2005-12-01 | 11.91524058933120 |
| 2006-01-01 | 12.35014735583590 |
| 2006-02-01 | 12.62171947743440 |
| 2006-03-01 | 12.73891331176530 |
| 2006-04-01 | 13.04724076507170 |
| 2006-05-01 | 13.11998391509380 |
| 2006-06-01 | 13.23411749021780 |
| 2006-07-01 | 13.25853259019910 |
| 2006-08-01 | 13.39999541736870 |
| 2006-09-01 | 13.41896783579310 |
| 2006-10-01 | 13.45727682552950 |
| 2006-11-01 | 13.47171226048840 |
| 2006-12-01 | 13.51334389147490 |
| 2007-01-01 | 13.29274305424720 |
| 2007-02-01 | 13.34561182466230 |
| 2007-03-01 | 13.37823431141050 |
| 2007-04-01 | 13.34231331009870 |
| 2007-05-01 | 13.42593547582250 |
| 2007-06-01 | 13.53815988962380 |
| 2007-07-01 | 13.64828652497540 |
| 2007-08-01 | 13.59284880691270 |
| 2007-09-01 | 13.60049898303650 |
| 2007-10-01 | 13.72283215116050 |
| 2007-11-01 | 13.74348345062440 |
| 2007-12-01 | 13.70713776389360 |
| 2008-01-01 | 13.72199157960550 |
| 2008-02-01 | 13.76544466080660 |
| 2008-03-01 | 13.69557783370820 |
| 2008-04-01 | 13.74946362406030 |
| 2008-05-01 | 13.73958623491570 |
| 2008-06-01 | 13.75427722602560 |
| 2008-07-01 | 13.84287450858570 |
| 2008-08-01 | 13.78967075306410 |
| 2008-09-01 | 13.68695848371240 |
| 2008-10-01 | 13.58935703130080 |
| 2008-11-01 | 13.51963258824140 |
| 2008-12-01 | 13.40751282640750 |
| 2009-01-01 | 13.33986548213710 |
| 2009-02-01 | 13.27525873312300 |
| 2009-03-01 | 13.19663542390270 |
| 2009-04-01 | 13.14873761730420 |
| 2009-05-01 | 13.05572962932510 |
| 2009-06-01 | 12.96669294208720 |
| 2009-07-01 | 12.94626404680560 |
| 2009-08-01 | 12.89330801811410 |
| 2009-09-01 | 12.97225530668560 |
| 2009-10-01 | 13.07548798638750 |
| 2009-11-01 | 13.01491676706430 |
| 2009-12-01 | 13.01636791671550 |
| 2010-01-01 | 12.94249173376120 |
| 2010-02-01 | 12.86880133931480 |
| 2010-03-01 | 12.87589442125310 |
| 2010-04-01 | 13.04964731192490 |
| 2010-05-01 | 13.06327930589810 |
| 2010-06-01 | 13.07449421232600 |
| 2010-07-01 | 13.05565805316020 |
| 2010-08-01 | 13.10274011928160 |
| 2010-09-01 | 13.15871190758300 |
| 2010-10-01 | 13.17960326103580 |
| 2010-11-01 | 13.23034564494230 |
| 2010-12-01 | 13.23714698907580 |
| 2011-01-01 | 13.13123426250930 |
| 2011-02-01 | 13.14663085026930 |
| 2011-03-01 | 13.25358379346220 |
| 2011-04-01 | 13.13735073636510 |
| 2011-05-01 | 13.26470141020780 |
| 2011-06-01 | 13.17460767952330 |
| 2011-07-01 | 13.37380152659790 |
| 2011-08-01 | 13.41213905693330 |
| 2011-09-01 | 13.35401288373520 |
| 2011-10-01 | 13.49366294189710 |
| 2011-11-01 | 13.45146484605360 |
| 2011-12-01 | 13.45348479574690 |
| 2012-01-01 | 13.61302350972990 |
| 2012-02-01 | 13.61876514964910 |
| 2012-03-01 | 13.62875215120240 |
| 2012-04-01 | 13.63619393570430 |
| 2012-05-01 | 13.46914438925920 |
| 2012-06-01 | 13.47593082190560 |
| 2012-07-01 | 13.38392403714720 |
| 2012-08-01 | 13.31228476320380 |
| 2012-09-01 | 13.36114766273810 |
| 2012-10-01 | 13.20453944470300 |
| 2012-11-01 | 13.16809683552360 |
| 2012-12-01 | 13.17071482088330 |
| 2013-01-01 | 13.09489057233880 |
| 2013-02-01 | 13.08989972782540 |
| 2013-03-01 | 13.01483604854160 |
| 2013-04-01 | 12.93050939195120 |
| 2013-05-01 | 12.97755293029940 |
| 2013-06-01 | 12.98073775890040 |
| 2013-07-01 | 12.89129203902450 |
| 2013-08-01 | 12.91291838590450 |
| 2013-09-01 | 12.97008799808800 |
| 2013-10-01 | 12.80973135387570 |
| 2013-11-01 | 12.87179105329790 |
| 2013-12-01 | 12.87190936165510 |
| 2014-01-01 | 13.08526642325590 |
| 2014-02-01 | 13.07022292319740 |
| 2014-03-01 | 13.10903075078860 |
| 2014-04-01 | 13.23390879588880 |
| 2014-05-01 | 13.29169223855920 |
| 2014-06-01 | 13.29023649623590 |
| 2014-07-01 | 13.29148556697970 |
| 2014-08-01 | 13.30974126964500 |
| 2014-09-01 | 13.27262491362960 |
| 2014-10-01 | 13.40517920636930 |
| 2014-11-01 | 13.36587268119490 |
| 2014-12-01 | 13.36924023546960 |
| 2015-01-01 | 13.38508168338190 |
| 2015-02-01 | 13.36438374230480 |
| 2015-03-01 | 13.31830423777730 |
| 2015-04-01 | 13.13207283331230 |
| 2015-05-01 | 13.20381126034910 |
| 2015-06-01 | 13.19463165770910 |
| 2015-07-01 | 13.38962382754460 |
| 2015-08-01 | 13.40629490832530 |
| 2015-09-01 | 13.27243982929880 |
| 2015-10-01 | 13.29845576481370 |
| 2015-11-01 | 13.35777374814610 |
| 2015-12-01 | 13.35596828414590 |
| 2016-01-01 | 13.28882377011920 |
| 2016-02-01 | 13.36839838914140 |
| 2016-03-01 | 13.42711818370210 |
| 2016-04-01 | 13.44003741830520 |
| 2016-05-01 | 13.52523828561550 |
| 2016-06-01 | 13.50014013331370 |
| 2016-07-01 | 13.47304170894650 |
| 2016-08-01 | 13.49297375596730 |
| 2016-09-01 | 13.46505037455840 |
| 2016-10-01 | 13.69574382131980 |
| 2016-11-01 | 13.75630687621090 |
| 2016-12-01 | 13.85200425027840 |
| 2017-01-01 | 13.78696324502820 |
| 2017-02-01 | 13.77505797528880 |
| 2017-03-01 | 13.84104180087390 |
| 2017-04-01 | 13.84482823599460 |
| 2017-05-01 | 13.84217227309290 |
| 2017-06-01 | 13.89468840459530 |
| 2017-07-01 | 13.95932873733580 |
| 2017-08-01 | 13.98255194885970 |
| 2017-09-01 | 14.05737130849940 |
| 2017-10-01 | 14.09951985559150 |
| 2017-11-01 | 14.06814649754940 |
| 2017-12-01 | 14.05389558012900 |
| 2018-01-01 | 14.06838512893260 |
| 2018-02-01 | 14.17357855968870 |
| 2018-03-01 | 14.14634785840620 |
| 2018-04-01 | 14.25280919884080 |
| 2018-05-01 | 14.26192063547140 |
| 2018-06-01 | 14.29358789717260 |
| 2018-07-01 | 14.24655619386180 |
| 2018-08-01 | 14.27131763292050 |
| 2018-09-01 | 14.24975699527400 |
| 2018-10-01 | 14.10748148018400 |
| 2018-11-01 | 14.18279506765380 |
| 2018-12-01 | 14.26825115879350 |
| 2019-01-01 | 14.24223775128090 |
| 2019-02-01 | 14.26890145432740 |
| 2019-03-01 | 14.35060090473970 |
| 2019-04-01 | 14.35259574957990 |
| 2019-05-01 | 14.36432563314000 |
| 2019-06-01 | 14.29216667617860 |
| 2019-07-01 | 14.54250011083030 |
| 2019-08-01 | 14.66537998900270 |
| 2019-09-01 | 14.65424460912750 |
| 2019-10-01 | 14.42306450906690 |
| 2019-11-01 | 14.59770309408750 |
| 2019-12-01 | 14.58506185711420 |
| 2020-01-01 | 14.61315055300700 |
| 2020-02-01 | 14.55372848193330 |
| 2020-03-01 | 14.54142497407830 |
| 2020-04-01 | 13.35243095934170 |
| 2020-05-01 | 13.56529402130040 |
| 2020-06-01 | 13.69903202851070 |
| 2020-07-01 | 13.73577590240130 |
| 2020-08-01 | 13.86621873764980 |
| 2020-09-01 | 13.85846381917690 |
| 2020-10-01 | 14.04139418026160 |
| 2020-11-01 | 14.00690771587240 |
| 2020-12-01 | 14.10624988372590 |
| 2021-01-01 | 14.29466170327940 |
| 2021-02-01 | 14.33788878052510 |
| 2021-03-01 | 14.32992738987450 |
| 2021-04-01 | 14.24994361103630 |
| 2021-05-01 | 14.15034599458840 |
| 2021-06-01 | 14.09860144592520 |
| 2021-07-01 | 14.13587199389260 |
| 2021-08-01 | 14.17441280957790 |
| 2021-09-01 | 14.16464206601760 |
| 2021-10-01 | 14.26114991802380 |
| 2021-11-01 | 14.31962337488040 |
| 2021-12-01 | 14.32621493052320 |
| 2022-01-01 | 14.08291563289520 |
| 2022-02-01 | 14.21952135030920 |
| 2022-03-01 | 14.30693348878810 |
| 2022-04-01 | 14.44478648424870 |
| 2022-05-01 | 14.43996124366780 |
| 2022-06-01 | 14.40485224718230 |
| 2022-07-01 | 14.43248427120270 |
| 2022-08-01 | 14.48830067273870 |
| 2022-09-01 | 14.56492486391280 |
| 2022-10-01 | 14.57261560481710 |
| 2022-11-01 | 14.72697320496070 |
| 2022-12-01 | 14.74067863338900 |
| 2023-01-01 | 14.78631772885010 |
| 2023-02-01 | 14.91280161538420 |
| 2023-03-01 | 14.88843310614280 |
| 2023-04-01 | 14.93872313519040 |
| 2023-05-01 | 15.02412507460060 |
| 2023-06-01 | 15.10516027957840 |
| 2023-07-01 | 15.13167837484560 |
| 2023-08-01 | 15.09820112676160 |
| 2023-09-01 | 15.16352235224150 |
| 2023-10-01 | 14.98494125476510 |
| 2023-11-01 | 15.03285499903500 |
| 2023-12-01 | 15.14396137588220 |
| 2024-01-01 | 15.29725958227870 |
| 2024-02-01 | 15.41066659074690 |
| 2024-03-01 | 15.47253407549220 |
| 2024-04-01 | 15.53585794336550 |
| 2024-05-01 | 15.61565176006860 |
| 2024-06-01 | 15.70567233482110 |
| 2024-07-01 | 15.72525197821730 |
| 2024-08-01 | 15.80680639432920 |
| 2024-09-01 | 15.85912648594020 |
| 2024-10-01 | 15.88919688057580 |
| 2024-11-01 | 15.93674369940650 |
| 2024-12-01 | 16.04364084023720 |
| 2025-01-01 | 16.10796038204500 |
| 2025-02-01 | 16.11608289855250 |
| 2025-03-01 | 16.26514578630710 |
| 2025-04-01 | 16.23627704084350 |
| 2025-05-01 | 16.20835169621990 |
| 2025-06-01 | 16.20143922053620 |
| 2025-07-01 | 16.32344114287710 |
| 2025-08-01 | 16.30824398496550 |
| 2025-09-01 | 16.35986466593750 |
| 2025-10-01 | 16.48829129885540 |
| 2025-11-01 | 16.44201048950440 |
| 2025-12-01 | 16.44029369659190 |
| 2026-01-01 | 16.41311619520600 |
| 2026-02-01 | 16.42019378001650 |
| 2026-03-01 | 16.45942930201700 |
| 2026-04-01 | 16.43513681545530 |
| 2026-05-01 | 16.50839396165290 |