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 2024-10-01 |
| Last Updated | 2024-11-20 6:26 AM CST |
| 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 | 8.493089707523910 |
| 1990-02-01 | 8.499516215799200 |
| 1990-03-01 | 8.488749686455900 |
| 1990-04-01 | 8.504918686436630 |
| 1990-05-01 | 8.497798588068390 |
| 1990-06-01 | 8.608032400921350 |
| 1990-07-01 | 8.509803899055589 |
| 1990-08-01 | 8.543151883376020 |
| 1990-09-01 | 8.475470133040420 |
| 1990-10-01 | 8.492287773508941 |
| 1990-11-01 | 8.467546267292380 |
| 1990-12-01 | 8.517617175637650 |
| 1991-01-01 | 8.594502070085241 |
| 1991-02-01 | 8.606834490273679 |
| 1991-03-01 | 8.584790921949290 |
| 1991-04-01 | 8.504990722620740 |
| 1991-05-01 | 8.491172232271430 |
| 1991-06-01 | 8.400519797775729 |
| 1991-07-01 | 8.419213786039860 |
| 1991-08-01 | 8.348025418519390 |
| 1991-09-01 | 8.377204959994970 |
| 1991-10-01 | 8.289194892555500 |
| 1991-11-01 | 8.263955769752071 |
| 1991-12-01 | 8.316596187536140 |
| 1992-01-01 | 8.296737412017890 |
| 1992-02-01 | 8.317676688274790 |
| 1992-03-01 | 8.280213060915000 |
| 1992-04-01 | 8.500402970947380 |
| 1992-05-01 | 8.379468281923000 |
| 1992-06-01 | 8.296962763025030 |
| 1992-07-01 | 8.534238724895670 |
| 1992-08-01 | 8.555635035459451 |
| 1992-09-01 | 8.577486231100451 |
| 1992-10-01 | 8.585121515795110 |
| 1992-11-01 | 8.658165379302280 |
| 1992-12-01 | 8.715063255606860 |
| 1993-01-01 | 8.496997132522381 |
| 1993-02-01 | 8.529310576353760 |
| 1993-03-01 | 8.581022551115600 |
| 1993-04-01 | 8.591789258035040 |
| 1993-05-01 | 8.558261521985880 |
| 1993-06-01 | 8.696540021034700 |
| 1993-07-01 | 8.651664551586231 |
| 1993-08-01 | 8.662339982121662 |
| 1993-09-01 | 8.680544514770250 |
| 1993-10-01 | 8.785874941154650 |
| 1993-11-01 | 8.757695366381450 |
| 1993-12-01 | 8.718474419911890 |
| 1994-01-01 | 8.791472631236980 |
| 1994-02-01 | 8.732839627717919 |
| 1994-03-01 | 8.776098822244320 |
| 1994-04-01 | 8.679185084559840 |
| 1994-05-01 | 8.738722378864090 |
| 1994-06-01 | 8.703278855373230 |
| 1994-07-01 | 8.570631804496540 |
| 1994-08-01 | 8.568428354609710 |
| 1994-09-01 | 8.586711111213150 |
| 1994-10-01 | 8.584213832531070 |
| 1994-11-01 | 8.666883952804680 |
| 1994-12-01 | 8.727697927466210 |
| 1995-01-01 | 8.677569670803809 |
| 1995-02-01 | 8.725103709462910 |
| 1995-03-01 | 8.763087569262550 |
| 1995-04-01 | 8.866174869750420 |
| 1995-05-01 | 9.022617132853860 |
| 1995-06-01 | 8.819203823400480 |
| 1995-07-01 | 8.986317851759660 |
| 1995-08-01 | 9.076982133004720 |
| 1995-09-01 | 9.096299393201491 |
| 1995-10-01 | 9.088923414885429 |
| 1995-11-01 | 9.080742732835631 |
| 1995-12-01 | 9.231026920600680 |
| 1996-01-01 | 8.761512833823732 |
| 1996-02-01 | 8.999660801746380 |
| 1996-03-01 | 8.941054905334660 |
| 1996-04-01 | 9.257179989053009 |
| 1996-05-01 | 9.126593323089052 |
| 1996-06-01 | 9.247724194913080 |
| 1996-07-01 | 8.895272120341340 |
| 1996-08-01 | 9.082105826941591 |
| 1996-09-01 | 9.110814095744930 |
| 1996-10-01 | 9.085142768902289 |
| 1996-11-01 | 9.091316549699370 |
| 1996-12-01 | 9.122747082714500 |
| 1997-01-01 | 9.351832242157100 |
| 1997-02-01 | 9.372919873156940 |
| 1997-03-01 | 9.417579474945150 |
| 1997-04-01 | 9.456076491185279 |
| 1997-05-01 | 9.541472873262991 |
| 1997-06-01 | 9.577103157292239 |
| 1997-07-01 | 9.593623313699000 |
| 1997-08-01 | 9.690313345193210 |
| 1997-09-01 | 9.735554288570560 |
| 1997-10-01 | 9.777749931265750 |
| 1997-11-01 | 9.787714298333661 |
| 1997-12-01 | 9.804970569508770 |
| 1998-01-01 | 9.840087599167608 |
| 1998-02-01 | 9.854064230317169 |
| 1998-03-01 | 9.889848529209779 |
| 1998-04-01 | 9.872330313581770 |
| 1998-05-01 | 9.575494256203050 |
| 1998-06-01 | 9.691593614071920 |
| 1998-07-01 | 9.691322469956539 |
| 1998-08-01 | 9.592537397573759 |
| 1998-09-01 | 9.663321151960000 |
| 1998-10-01 | 9.563543418925839 |
| 1998-11-01 | 9.574168346379551 |
| 1998-12-01 | 9.582223998108130 |
| 1999-01-01 | 9.525995298882330 |
| 1999-02-01 | 9.654547011196940 |
| 1999-03-01 | 9.569124571148460 |
| 1999-04-01 | 9.601409644235580 |
| 1999-05-01 | 9.605641223639830 |
| 1999-06-01 | 9.690907344549140 |
| 1999-07-01 | 9.781440507129721 |
| 1999-08-01 | 9.895273263980190 |
| 1999-09-01 | 9.881164963414520 |
| 1999-10-01 | 10.065278352140599 |
| 1999-11-01 | 10.059224093944100 |
| 1999-12-01 | 10.155912137940401 |
| 2000-01-01 | 10.106777324314400 |
| 2000-02-01 | 10.262292627898100 |
| 2000-03-01 | 10.361618040887500 |
| 2000-04-01 | 10.638142461577200 |
| 2000-05-01 | 10.533340173552600 |
| 2000-06-01 | 10.481393663489401 |
| 2000-07-01 | 10.669815606852199 |
| 2000-08-01 | 10.681886237449100 |
| 2000-09-01 | 10.687376438178099 |
| 2000-10-01 | 10.972784501661199 |
| 2000-11-01 | 10.948868514964700 |
| 2000-12-01 | 10.930064009299700 |
| 2001-01-01 | 10.999617098269600 |
| 2001-02-01 | 10.888476955569400 |
| 2001-03-01 | 10.972945039756000 |
| 2001-04-01 | 10.765885401365600 |
| 2001-05-01 | 10.734609886546900 |
| 2001-06-01 | 10.956949959427302 |
| 2001-07-01 | 10.751304536517999 |
| 2001-08-01 | 10.970406651946800 |
| 2001-09-01 | 10.783621578230800 |
| 2001-10-01 | 10.591978456598800 |
| 2001-11-01 | 10.753037023671599 |
| 2001-12-01 | 10.719412082997000 |
| 2002-01-01 | 10.795192526480902 |
| 2002-02-01 | 10.716668751290200 |
| 2002-03-01 | 10.690357707361600 |
| 2002-04-01 | 10.684123192121099 |
| 2002-05-01 | 10.718089789101900 |
| 2002-06-01 | 10.723771388958198 |
| 2002-07-01 | 10.734870384787700 |
| 2002-08-01 | 10.654435610948000 |
| 2002-09-01 | 10.669900690652400 |
| 2002-10-01 | 10.511791058529600 |
| 2002-11-01 | 10.570323212632700 |
| 2002-12-01 | 10.617729241595000 |
| 2003-01-01 | 10.714426505974900 |
| 2003-02-01 | 10.746013248349199 |
| 2003-03-01 | 10.720195770790500 |
| 2003-04-01 | 10.678263090191500 |
| 2003-05-01 | 10.682971975930199 |
| 2003-06-01 | 10.688307087304200 |
| 2003-07-01 | 10.816030336021800 |
| 2003-08-01 | 10.943454235059900 |
| 2003-09-01 | 10.951972522812200 |
| 2003-10-01 | 11.028878100935800 |
| 2003-11-01 | 11.091916601460500 |
| 2003-12-01 | 11.118096439571099 |
| 2004-01-01 | 10.948663835895800 |
| 2004-02-01 | 10.968847690824699 |
| 2004-03-01 | 11.055212717844300 |
| 2004-04-01 | 11.267306006114199 |
| 2004-05-01 | 11.150788204128599 |
| 2004-06-01 | 11.260592878085900 |
| 2004-07-01 | 11.197980389659500 |
| 2004-08-01 | 11.226810547259399 |
| 2004-09-01 | 11.339983370583699 |
| 2004-10-01 | 11.420724374301400 |
| 2004-11-01 | 11.500393507584000 |
| 2004-12-01 | 11.615224923797300 |
| 2005-01-01 | 11.802676575100100 |
| 2005-02-01 | 11.895457624102700 |
| 2005-03-01 | 12.000303737754300 |
| 2005-04-01 | 12.252382949382698 |
| 2005-05-01 | 12.126124859798901 |
| 2005-06-01 | 12.039807356106401 |
| 2005-07-01 | 12.076754672413800 |
| 2005-08-01 | 12.011703761046400 |
| 2005-09-01 | 12.032156223259400 |
| 2005-10-01 | 11.995263132774198 |
| 2005-11-01 | 11.993584394292600 |
| 2005-12-01 | 11.915241178494899 |
| 2006-01-01 | 12.350148607257200 |
| 2006-02-01 | 12.621720514128402 |
| 2006-03-01 | 12.738914074607699 |
| 2006-04-01 | 13.047240825840800 |
| 2006-05-01 | 13.119983812065302 |
| 2006-06-01 | 13.234117152415800 |
| 2006-07-01 | 13.258528007249500 |
| 2006-08-01 | 13.399995245423500 |
| 2006-09-01 | 13.418967762641099 |
| 2006-10-01 | 13.457276540464001 |
| 2006-11-01 | 13.471713043946000 |
| 2006-12-01 | 13.513345599178601 |
| 2007-01-01 | 13.292745341526599 |
| 2007-02-01 | 13.345612765518599 |
| 2007-03-01 | 13.378239798557699 |
| 2007-04-01 | 13.342311337762801 |
| 2007-05-01 | 13.425932519962098 |
| 2007-06-01 | 13.538156804584000 |
| 2007-07-01 | 13.648279878093600 |
| 2007-08-01 | 13.592847878438200 |
| 2007-09-01 | 13.600499124151302 |
| 2007-10-01 | 13.722832795559000 |
| 2007-11-01 | 13.743486719891699 |
| 2007-12-01 | 13.707143404632001 |
| 2008-01-01 | 13.721998845264098 |
| 2008-02-01 | 13.765449157852400 |
| 2008-03-01 | 13.695591036587400 |
| 2008-04-01 | 13.749444189972598 |
| 2008-05-01 | 13.739582955826400 |
| 2008-06-01 | 13.754233059423400 |
| 2008-07-01 | 13.842877204339400 |
| 2008-08-01 | 13.789685238975000 |
| 2008-09-01 | 13.686977491651900 |
| 2008-10-01 | 13.589375352732501 |
| 2008-11-01 | 13.519649898991801 |
| 2008-12-01 | 13.407502570022599 |
| 2009-01-01 | 13.339873330003500 |
| 2009-02-01 | 13.275257832552800 |
| 2009-03-01 | 13.196644647742698 |
| 2009-04-01 | 13.148688253043199 |
| 2009-05-01 | 13.055716349906199 |
| 2009-06-01 | 12.966604325589400 |
| 2009-07-01 | 12.946285100287001 |
| 2009-08-01 | 12.893355865478300 |
| 2009-09-01 | 12.972314568200400 |
| 2009-10-01 | 13.075539768187499 |
| 2009-11-01 | 13.014950696421600 |
| 2009-12-01 | 13.016331861059301 |
| 2010-01-01 | 12.942488050195400 |
| 2010-02-01 | 12.868794497504899 |
| 2010-03-01 | 12.875902612416802 |
| 2010-04-01 | 13.049571954544499 |
| 2010-05-01 | 13.063245881754801 |
| 2010-06-01 | 13.074323858661598 |
| 2010-07-01 | 13.055631803562200 |
| 2010-08-01 | 13.102733854384198 |
| 2010-09-01 | 13.158970392118098 |
| 2010-10-01 | 13.179880668267801 |
| 2010-11-01 | 13.230373193296700 |
| 2010-12-01 | 13.237112856869302 |
| 2011-01-01 | 13.130874470779600 |
| 2011-02-01 | 13.146692506349302 |
| 2011-03-01 | 13.253654505795900 |
| 2011-04-01 | 13.137308424841000 |
| 2011-05-01 | 13.264657255582400 |
| 2011-06-01 | 13.174385018248199 |
| 2011-07-01 | 13.373694556477599 |
| 2011-08-01 | 13.412041334827302 |
| 2011-09-01 | 13.354446217692999 |
| 2011-10-01 | 13.494155583167501 |
| 2011-11-01 | 13.451479144959600 |
| 2011-12-01 | 13.453453730742000 |
| 2012-01-01 | 13.612289279298100 |
| 2012-02-01 | 13.618915086508501 |
| 2012-03-01 | 13.628932700195199 |
| 2012-04-01 | 13.636159862287400 |
| 2012-05-01 | 13.469264080514300 |
| 2012-06-01 | 13.476135091193000 |
| 2012-07-01 | 13.383133811067099 |
| 2012-08-01 | 13.311626773485598 |
| 2012-09-01 | 13.361988562519100 |
| 2012-10-01 | 13.205389132229500 |
| 2012-11-01 | 13.168155607906000 |
| 2012-12-01 | 13.170710556568000 |
| 2013-01-01 | 13.093787263257301 |
| 2013-02-01 | 13.090119643603899 |
| 2013-03-01 | 13.015110724727302 |
| 2013-04-01 | 12.930501504674000 |
| 2013-05-01 | 12.977835017203400 |
| 2013-06-01 | 12.981419970833599 |
| 2013-07-01 | 12.889836925772900 |
| 2013-08-01 | 12.911729939215300 |
| 2013-09-01 | 12.971373061545000 |
| 2013-10-01 | 12.810802244039400 |
| 2013-11-01 | 12.872047913809900 |
| 2013-12-01 | 12.871211229570500 |
| 2014-01-01 | 13.084302816822300 |
| 2014-02-01 | 13.070560066919901 |
| 2014-03-01 | 13.109414672660000 |
| 2014-04-01 | 13.233936507463698 |
| 2014-05-01 | 13.292166271171900 |
| 2014-06-01 | 13.291422455301301 |
| 2014-07-01 | 13.289379445074198 |
| 2014-08-01 | 13.308027562581000 |
| 2014-09-01 | 13.274333185859302 |
| 2014-10-01 | 13.406428601048200 |
| 2014-11-01 | 13.366282896227801 |
| 2014-12-01 | 13.367826907807300 |
| 2015-01-01 | 13.384243230066400 |
| 2015-02-01 | 13.364797472162499 |
| 2015-03-01 | 13.318758482880600 |
| 2015-04-01 | 13.132216317007599 |
| 2015-05-01 | 13.204404619945800 |
| 2015-06-01 | 13.195977948810198 |
| 2015-07-01 | 13.387597951761400 |
| 2015-08-01 | 13.404614122918401 |
| 2015-09-01 | 13.274114473141400 |
| 2015-10-01 | 13.299483792986400 |
| 2015-11-01 | 13.358185720329500 |
| 2015-12-01 | 13.353686824014700 |
| 2016-01-01 | 13.288380936463600 |
| 2016-02-01 | 13.368808828138300 |
| 2016-03-01 | 13.427587123215302 |
| 2016-04-01 | 13.440238089267400 |
| 2016-05-01 | 13.525958184435300 |
| 2016-06-01 | 13.502344759449198 |
| 2016-07-01 | 13.471155318691098 |
| 2016-08-01 | 13.491290960342800 |
| 2016-09-01 | 13.466588529703600 |
| 2016-10-01 | 13.695911780881099 |
| 2016-11-01 | 13.756460616010498 |
| 2016-12-01 | 13.849455564541099 |
| 2017-01-01 | 13.786691438550802 |
| 2017-02-01 | 13.775269063615198 |
| 2017-03-01 | 13.841367825288800 |
| 2017-04-01 | 13.845936378903199 |
| 2017-05-01 | 13.842796204711900 |
| 2017-06-01 | 13.897318004092100 |
| 2017-07-01 | 13.958262634826000 |
| 2017-08-01 | 13.981460469750500 |
| 2017-09-01 | 14.058736997819800 |
| 2017-10-01 | 14.098971890090198 |
| 2017-11-01 | 14.065465314418700 |
| 2017-12-01 | 14.051276543072900 |
| 2018-01-01 | 14.068437752894301 |
| 2018-02-01 | 14.174152635090598 |
| 2018-03-01 | 14.146706945910900 |
| 2018-04-01 | 14.255164004825401 |
| 2018-05-01 | 14.262948361474500 |
| 2018-06-01 | 14.297246805356000 |
| 2018-07-01 | 14.246884143621600 |
| 2018-08-01 | 14.271079927200802 |
| 2018-09-01 | 14.250731610593400 |
| 2018-10-01 | 14.105499560361500 |
| 2018-11-01 | 14.175812858970600 |
| 2018-12-01 | 14.264835869221000 |
| 2019-01-01 | 14.241423577823100 |
| 2019-02-01 | 14.268785566276200 |
| 2019-03-01 | 14.350565787781699 |
| 2019-04-01 | 14.360084592595100 |
| 2019-05-01 | 14.366764945506699 |
| 2019-06-01 | 14.297688823327901 |
| 2019-07-01 | 14.545829101947401 |
| 2019-08-01 | 14.666939624835500 |
| 2019-09-01 | 14.654234500123101 |
| 2019-10-01 | 14.418445734761100 |
| 2019-11-01 | 14.583741888303500 |
| 2019-12-01 | 14.577644077349602 |
| 2020-01-01 | 14.608466258715300 |
| 2020-02-01 | 14.555986394829800 |
| 2020-03-01 | 14.540184910125500 |
| 2020-04-01 | 13.364494000839000 |
| 2020-05-01 | 13.571189559222400 |
| 2020-06-01 | 13.710594920984800 |
| 2020-07-01 | 13.747123171714700 |
| 2020-08-01 | 13.870044714712401 |
| 2020-09-01 | 13.860688595602800 |
| 2020-10-01 | 14.034022444729200 |
| 2020-11-01 | 13.978302772837800 |
| 2020-12-01 | 14.083543940407400 |
| 2021-01-01 | 14.284024909381499 |
| 2021-02-01 | 14.347360010621701 |
| 2021-03-01 | 14.325487244593000 |
| 2021-04-01 | 14.270582710418400 |
| 2021-05-01 | 14.163580171877400 |
| 2021-06-01 | 14.119879842680600 |
| 2021-07-01 | 14.154425613408101 |
| 2021-08-01 | 14.182556266665099 |
| 2021-09-01 | 14.174525703152600 |
| 2021-10-01 | 14.247205727550002 |
| 2021-11-01 | 14.269084751974600 |
| 2021-12-01 | 14.282568838673600 |
| 2022-01-01 | 14.068825920287500 |
| 2022-02-01 | 14.237374165621500 |
| 2022-03-01 | 14.304133741836400 |
| 2022-04-01 | 14.471944375991098 |
| 2022-05-01 | 14.459360809252400 |
| 2022-06-01 | 14.432693349644900 |
| 2022-07-01 | 14.463264736384100 |
| 2022-08-01 | 14.498843304021099 |
| 2022-09-01 | 14.585276691603400 |
| 2022-10-01 | 14.554003681132400 |
| 2022-11-01 | 14.654768592941000 |
| 2022-12-01 | 14.674529962495900 |
| 2023-01-01 | 14.768152321850400 |
| 2023-02-01 | 14.936025584280100 |
| 2023-03-01 | 14.890409615475399 |
| 2023-04-01 | 14.971724835000801 |
| 2023-05-01 | 15.049660243963801 |
| 2023-06-01 | 15.137411218840000 |
| 2023-07-01 | 15.169705866000399 |
| 2023-08-01 | 15.211730461211500 |
| 2023-09-01 | 15.292207599478200 |
| 2023-10-01 | 15.262882678762200 |
| 2023-11-01 | 15.345924348307099 |
| 2023-12-01 | 15.365271627488100 |
| 2024-01-01 | 15.373441390573301 |
| 2024-02-01 | 15.334726468959598 |
| 2024-03-01 | 15.381312656876199 |
| 2024-04-01 | 15.269384344548500 |
| 2024-05-01 | 15.244792348661600 |
| 2024-06-01 | 15.238821373635600 |
| 2024-07-01 | 15.272523365104000 |
| 2024-08-01 | 15.220940368464902 |
| 2024-09-01 | 15.193692503244300 |
| 2024-10-01 | 15.269156972959001 |
