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 2025-12-01 |
| Last Updated | 2026-01-28 2:16 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 | 8.49308970752391 |
| 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 | 8.51761717563765 |
| 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 | 8.29696276302502 |
| 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 | 8.71847441991189 |
| 1994-01-01 | 8.79147263123698 |
| 1994-02-01 | 8.73283962771792 |
| 1994-03-01 | 8.77609882224432 |
| 1994-04-01 | 8.67918508455985 |
| 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 | 8.72510370946290 |
| 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 | 8.94105490533461 |
| 1996-04-01 | 9.25717998905301 |
| 1996-05-01 | 9.12659332308909 |
| 1996-06-01 | 9.24772419491315 |
| 1996-07-01 | 8.89527212034141 |
| 1996-08-01 | 9.08210582694162 |
| 1996-09-01 | 9.11081409574493 |
| 1996-10-01 | 9.08514276890229 |
| 1996-11-01 | 9.09131654969940 |
| 1996-12-01 | 9.12274708271449 |
| 1997-01-01 | 9.35183224215701 |
| 1997-02-01 | 9.37291987315676 |
| 1997-03-01 | 9.41757947494494 |
| 1997-04-01 | 9.45607649118519 |
| 1997-05-01 | 9.54147287326299 |
| 1997-06-01 | 9.57710315729276 |
| 1997-07-01 | 9.59362331369920 |
| 1997-08-01 | 9.69031334519348 |
| 1997-09-01 | 9.73555428857086 |
| 1997-10-01 | 9.77774993126514 |
| 1997-11-01 | 9.78771429833437 |
| 1997-12-01 | 9.80497056950929 |
| 1998-01-01 | 9.84008759916742 |
| 1998-02-01 | 9.85406423031581 |
| 1998-03-01 | 9.88984852920710 |
| 1998-04-01 | 9.87233031357647 |
| 1998-05-01 | 9.57549425619888 |
| 1998-06-01 | 9.69159361407693 |
| 1998-07-01 | 9.69132246996289 |
| 1998-08-01 | 9.59253739758494 |
| 1998-09-01 | 9.66332115197258 |
| 1998-10-01 | 9.56354341893035 |
| 1998-11-01 | 9.57416834637747 |
| 1998-12-01 | 9.58222399809436 |
| 1999-01-01 | 9.52599529886063 |
| 1999-02-01 | 9.65454701117481 |
| 1999-03-01 | 9.56912457113337 |
| 1999-04-01 | 9.60140964422820 |
| 1999-05-01 | 9.60564122364539 |
| 1999-06-01 | 9.69090734457691 |
| 1999-07-01 | 9.78144050716051 |
| 1999-08-01 | 9.89527326401764 |
| 1999-09-01 | 9.88116496344987 |
| 1999-10-01 | 10.06527835215300 |
| 1999-11-01 | 10.05922409393510 |
| 1999-12-01 | 10.15591213789640 |
| 2000-01-01 | 10.10677732423310 |
| 2000-02-01 | 10.26229262778970 |
| 2000-03-01 | 10.36161804078050 |
| 2000-04-01 | 10.63814246153020 |
| 2000-05-01 | 10.53334017360410 |
| 2000-06-01 | 10.48139366374110 |
| 2000-07-01 | 10.66981560728270 |
| 2000-08-01 | 10.68188623793830 |
| 2000-09-01 | 10.68737643850280 |
| 2000-10-01 | 10.97278450141570 |
| 2000-11-01 | 10.94886851417270 |
| 2000-12-01 | 10.93006400830710 |
| 2001-01-01 | 10.99961709698510 |
| 2001-02-01 | 10.88847695496460 |
| 2001-03-01 | 10.97294503962030 |
| 2001-04-01 | 10.76588540166680 |
| 2001-05-01 | 10.73460988655670 |
| 2001-06-01 | 10.95694996063020 |
| 2001-07-01 | 10.75130453853060 |
| 2001-08-01 | 10.97040665632330 |
| 2001-09-01 | 10.78362158426870 |
| 2001-10-01 | 10.59197846123300 |
| 2001-11-01 | 10.75303702413810 |
| 2001-12-01 | 10.71941207784730 |
| 2002-01-01 | 10.79519251237780 |
| 2002-02-01 | 10.71666873288600 |
| 2002-03-01 | 10.69035769161020 |
| 2002-04-01 | 10.68412318578890 |
| 2002-05-01 | 10.71808979550680 |
| 2002-06-01 | 10.72377140896430 |
| 2002-07-01 | 10.73487041294150 |
| 2002-08-01 | 10.65443564267970 |
| 2002-09-01 | 10.66990071875380 |
| 2002-10-01 | 10.51179107099970 |
| 2002-11-01 | 10.57032322516650 |
| 2002-12-01 | 10.61772919107740 |
| 2003-01-01 | 10.71442644170370 |
| 2003-02-01 | 10.74601316430330 |
| 2003-03-01 | 10.72019569244760 |
| 2003-04-01 | 10.67826313679150 |
| 2003-05-01 | 10.68297198780440 |
| 2003-06-01 | 10.68830715165450 |
| 2003-07-01 | 10.81603043155220 |
| 2003-08-01 | 10.94345433370040 |
| 2003-09-01 | 10.95197259508600 |
| 2003-10-01 | 11.02887812941030 |
| 2003-11-01 | 11.09191663217470 |
| 2003-12-01 | 11.11809636184070 |
| 2004-01-01 | 10.94866361954330 |
| 2004-02-01 | 10.96884751958700 |
| 2004-03-01 | 11.05521253818190 |
| 2004-04-01 | 11.26730600619270 |
| 2004-05-01 | 11.15078804319080 |
| 2004-06-01 | 11.26059274644080 |
| 2004-07-01 | 11.19798159042870 |
| 2004-08-01 | 11.22681049171000 |
| 2004-09-01 | 11.33998335804520 |
| 2004-10-01 | 11.42072438611900 |
| 2004-11-01 | 11.50039357410600 |
| 2004-12-01 | 11.61522481598010 |
| 2005-01-01 | 11.80267617191450 |
| 2005-02-01 | 11.89545728830150 |
| 2005-03-01 | 12.00030333187680 |
| 2005-04-01 | 12.25238277804170 |
| 2005-05-01 | 12.12612445715730 |
| 2005-06-01 | 12.03980706735050 |
| 2005-07-01 | 12.07675732409550 |
| 2005-08-01 | 12.01170380804580 |
| 2005-09-01 | 12.03215639559960 |
| 2005-10-01 | 11.99526324918830 |
| 2005-11-01 | 11.99358434661460 |
| 2005-12-01 | 11.91524058390090 |
| 2006-01-01 | 12.35014735819310 |
| 2006-02-01 | 12.62171948518200 |
| 2006-03-01 | 12.73891332352170 |
| 2006-04-01 | 13.04724077911090 |
| 2006-05-01 | 13.11998392587220 |
| 2006-06-01 | 13.23411749553920 |
| 2006-07-01 | 13.25853260409990 |
| 2006-08-01 | 13.39999541054920 |
| 2006-09-01 | 13.41896781993330 |
| 2006-10-01 | 13.45727677836200 |
| 2006-11-01 | 13.47171223597230 |
| 2006-12-01 | 13.51334386917980 |
| 2007-01-01 | 13.29274303730420 |
| 2007-02-01 | 13.34561187226350 |
| 2007-03-01 | 13.37823440673110 |
| 2007-04-01 | 13.34231330789580 |
| 2007-05-01 | 13.42593547144900 |
| 2007-06-01 | 13.53815988080790 |
| 2007-07-01 | 13.64828654481870 |
| 2007-08-01 | 13.59284885085020 |
| 2007-09-01 | 13.60049911926410 |
| 2007-10-01 | 13.72283235159740 |
| 2007-11-01 | 13.74348376936770 |
| 2007-12-01 | 13.70713801354830 |
| 2008-01-01 | 13.72199140563420 |
| 2008-02-01 | 13.76544373712090 |
| 2008-03-01 | 13.69557604686790 |
| 2008-04-01 | 13.74946133730900 |
| 2008-05-01 | 13.73958443841790 |
| 2008-06-01 | 13.75427721640720 |
| 2008-07-01 | 13.84287802284790 |
| 2008-08-01 | 13.78967731816150 |
| 2008-09-01 | 13.68696545608870 |
| 2008-10-01 | 13.58936112408030 |
| 2008-11-01 | 13.51963183269830 |
| 2008-12-01 | 13.40750721294600 |
| 2009-01-01 | 13.33985605285320 |
| 2009-02-01 | 13.27524795686580 |
| 2009-03-01 | 13.19662584449350 |
| 2009-04-01 | 13.14873175565450 |
| 2009-05-01 | 13.05572954397480 |
| 2009-06-01 | 12.96670014671640 |
| 2009-07-01 | 12.94628244456000 |
| 2009-08-01 | 12.89333379095940 |
| 2009-09-01 | 12.97227831963280 |
| 2009-10-01 | 13.07549625080100 |
| 2009-11-01 | 13.01490459719950 |
| 2009-12-01 | 13.01633803817740 |
| 2010-01-01 | 12.94245584138870 |
| 2010-02-01 | 12.86877459038880 |
| 2010-03-01 | 12.87588428923790 |
| 2010-04-01 | 13.04965236377460 |
| 2010-05-01 | 13.06329155324980 |
| 2010-06-01 | 13.07450514603860 |
| 2010-07-01 | 13.05568419729260 |
| 2010-08-01 | 13.10278173846270 |
| 2010-09-01 | 13.15875392846500 |
| 2010-10-01 | 13.17964301486410 |
| 2010-11-01 | 13.23038463920510 |
| 2010-12-01 | 13.23718552973350 |
| 2011-01-01 | 13.13076318627700 |
| 2011-02-01 | 13.14669774633950 |
| 2011-03-01 | 13.25366552419790 |
| 2011-04-01 | 13.13742884145730 |
| 2011-05-01 | 13.26475500255680 |
| 2011-06-01 | 13.17462912136470 |
| 2011-07-01 | 13.37381591843890 |
| 2011-08-01 | 13.41216234983790 |
| 2011-09-01 | 13.35404729633760 |
| 2011-10-01 | 13.49371822598320 |
| 2011-11-01 | 13.45154688821200 |
| 2011-12-01 | 13.45357296962020 |
| 2012-01-01 | 13.61209779262030 |
| 2012-02-01 | 13.61893152947520 |
| 2012-03-01 | 13.62894524291080 |
| 2012-04-01 | 13.63638291707630 |
| 2012-05-01 | 13.46933207119110 |
| 2012-06-01 | 13.47648675994750 |
| 2012-07-01 | 13.38339396062990 |
| 2012-08-01 | 13.31184770104940 |
| 2012-09-01 | 13.36135179317360 |
| 2012-10-01 | 13.20472605103640 |
| 2012-11-01 | 13.16827432487070 |
| 2012-12-01 | 13.17088205392300 |
| 2013-01-01 | 13.09352878618190 |
| 2013-02-01 | 13.09016379910620 |
| 2013-03-01 | 13.01513882647700 |
| 2013-04-01 | 12.93081460620450 |
| 2013-05-01 | 12.97787352085730 |
| 2013-06-01 | 12.98182609357050 |
| 2013-07-01 | 12.89020227487930 |
| 2013-08-01 | 12.91198996891050 |
| 2013-09-01 | 12.97053169357760 |
| 2013-10-01 | 12.81007620634250 |
| 2013-11-01 | 12.87211821660560 |
| 2013-12-01 | 12.87157464379880 |
| 2014-01-01 | 13.08402488031950 |
| 2014-02-01 | 13.07058229253320 |
| 2014-03-01 | 13.10940211178400 |
| 2014-04-01 | 13.23427323787870 |
| 2014-05-01 | 13.29210117916190 |
| 2014-06-01 | 13.29182169682680 |
| 2014-07-01 | 13.28982614409250 |
| 2014-08-01 | 13.30834635348350 |
| 2014-09-01 | 13.27334588528820 |
| 2014-10-01 | 13.40573339427280 |
| 2014-11-01 | 13.36641065910280 |
| 2014-12-01 | 13.36847500129320 |
| 2015-01-01 | 13.38400754989110 |
| 2015-02-01 | 13.36481448779830 |
| 2015-03-01 | 13.31864976555430 |
| 2015-04-01 | 13.13235351059560 |
| 2015-05-01 | 13.20412036683910 |
| 2015-06-01 | 13.19614911649880 |
| 2015-07-01 | 13.38796215160160 |
| 2015-08-01 | 13.40498345724300 |
| 2015-09-01 | 13.27341387417680 |
| 2015-10-01 | 13.29892666695690 |
| 2015-11-01 | 13.35857151895470 |
| 2015-12-01 | 13.35477049578540 |
| 2016-01-01 | 13.28836993266260 |
| 2016-02-01 | 13.36880401096110 |
| 2016-03-01 | 13.42725441572550 |
| 2016-04-01 | 13.43996387538660 |
| 2016-05-01 | 13.52515694922120 |
| 2016-06-01 | 13.50152045369640 |
| 2016-07-01 | 13.47093253610730 |
| 2016-08-01 | 13.49152541253710 |
| 2016-09-01 | 13.46812247984790 |
| 2016-10-01 | 13.69579880530100 |
| 2016-11-01 | 13.75696724159440 |
| 2016-12-01 | 13.85080819153630 |
| 2017-01-01 | 13.78715400942310 |
| 2017-02-01 | 13.77566975072070 |
| 2017-03-01 | 13.84110378663740 |
| 2017-04-01 | 13.84284718357250 |
| 2017-05-01 | 13.84166445016120 |
| 2017-06-01 | 13.89553126780960 |
| 2017-07-01 | 13.95746361525290 |
| 2017-08-01 | 13.98158324926930 |
| 2017-09-01 | 14.06255856447540 |
| 2017-10-01 | 14.09920029182030 |
| 2017-11-01 | 14.06870920755880 |
| 2017-12-01 | 14.05271136860490 |
| 2018-01-01 | 14.06916346927520 |
| 2018-02-01 | 14.17428706708860 |
| 2018-03-01 | 14.14619244598760 |
| 2018-04-01 | 14.24878363869830 |
| 2018-05-01 | 14.26091690277240 |
| 2018-06-01 | 14.29390363475170 |
| 2018-07-01 | 14.24500959349930 |
| 2018-08-01 | 14.27091754611650 |
| 2018-09-01 | 14.25699669126020 |
| 2018-10-01 | 14.10711244450940 |
| 2018-11-01 | 14.18324849201010 |
| 2018-12-01 | 14.26766578610450 |
| 2019-01-01 | 14.24273121069430 |
| 2019-02-01 | 14.26983269038280 |
| 2019-03-01 | 14.35060573432280 |
| 2019-04-01 | 14.34394875540150 |
| 2019-05-01 | 14.36388833918070 |
| 2019-06-01 | 14.29301872737610 |
| 2019-07-01 | 14.54270505691760 |
| 2019-08-01 | 14.66649108520040 |
| 2019-09-01 | 14.66188360505610 |
| 2019-10-01 | 14.42265707595420 |
| 2019-11-01 | 14.59765813333400 |
| 2019-12-01 | 14.58435331525050 |
| 2020-01-01 | 14.61247008191830 |
| 2020-02-01 | 14.55398894885590 |
| 2020-03-01 | 14.54108264350470 |
| 2020-04-01 | 13.34080084411340 |
| 2020-05-01 | 13.56615467747640 |
| 2020-06-01 | 13.70201617842470 |
| 2020-07-01 | 13.73843561896970 |
| 2020-08-01 | 13.86953575502320 |
| 2020-09-01 | 13.86745227787330 |
| 2020-10-01 | 14.03915976759830 |
| 2020-11-01 | 14.00291182056210 |
| 2020-12-01 | 14.10546883342830 |
| 2021-01-01 | 14.29320352010650 |
| 2021-02-01 | 14.33756786772830 |
| 2021-03-01 | 14.32844218402910 |
| 2021-04-01 | 14.23314571864860 |
| 2021-05-01 | 14.15480419192840 |
| 2021-06-01 | 14.10293372847610 |
| 2021-07-01 | 14.14457599836010 |
| 2021-08-01 | 14.18781945398330 |
| 2021-09-01 | 14.17825600996160 |
| 2021-10-01 | 14.24738346040100 |
| 2021-11-01 | 14.30585538195290 |
| 2021-12-01 | 14.32290822717000 |
| 2022-01-01 | 14.07826795850170 |
| 2022-02-01 | 14.21880243394400 |
| 2022-03-01 | 14.31219631871430 |
| 2022-04-01 | 14.42807931909670 |
| 2022-05-01 | 14.44400013751800 |
| 2022-06-01 | 14.41020833373280 |
| 2022-07-01 | 14.45017519399590 |
| 2022-08-01 | 14.51179775195740 |
| 2022-09-01 | 14.58037634307630 |
| 2022-10-01 | 14.54525915032590 |
| 2022-11-01 | 14.70303700200900 |
| 2022-12-01 | 14.73311282283670 |
| 2023-01-01 | 14.77955908343280 |
| 2023-02-01 | 14.91307698371670 |
| 2023-03-01 | 14.90442032595520 |
| 2023-04-01 | 14.91888581127820 |
| 2023-05-01 | 15.02773514280570 |
| 2023-06-01 | 15.11137351954340 |
| 2023-07-01 | 15.15893474265470 |
| 2023-08-01 | 15.13167597739230 |
| 2023-09-01 | 15.18045594463340 |
| 2023-10-01 | 14.94470837237340 |
| 2023-11-01 | 15.00070536273080 |
| 2023-12-01 | 15.13050731238490 |
| 2024-01-01 | 15.28563403466080 |
| 2024-02-01 | 15.40949966910690 |
| 2024-03-01 | 15.50130537293710 |
| 2024-04-01 | 15.51847435883240 |
| 2024-05-01 | 15.51775147614280 |
| 2024-06-01 | 15.61329723458580 |
| 2024-07-01 | 15.56021813539140 |
| 2024-08-01 | 15.54430943380670 |
| 2024-09-01 | 15.57495962673300 |
| 2024-10-01 | 15.74205783003850 |
| 2024-11-01 | 15.69985130774600 |
| 2024-12-01 | 15.82551265737970 |
| 2025-01-01 | 15.69384618166620 |
| 2025-02-01 | 15.51268121229550 |
| 2025-03-01 | 15.50207693604790 |
| 2025-04-01 | 15.51840431562330 |
| 2025-05-01 | 15.51200841443210 |
| 2025-06-01 | 15.40921748251370 |
| 2025-07-01 | 15.46349432537620 |
| 2025-08-01 | 15.45058439475990 |
| 2025-09-01 | 15.47748489044270 |
| 2025-10-01 | 15.43528641960840 |
| 2025-11-01 | 15.40233102972600 |
| 2025-12-01 | 15.41893699191980 |