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 2026-09-01 |
| Last Updated | 2026-10-20 10:42 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 | 8.4930897075 |
| 1990-02-01 | 8.4995162158 |
| 1990-03-01 | 8.4887496865 |
| 1990-04-01 | 8.5049186864 |
| 1990-05-01 | 8.4977985881 |
| 1990-06-01 | 8.6080324009 |
| 1990-07-01 | 8.5098038991 |
| 1990-08-01 | 8.5431518834 |
| 1990-09-01 | 8.4754701330 |
| 1990-10-01 | 8.4922877735 |
| 1990-11-01 | 8.4675462673 |
| 1990-12-01 | 8.5176171756 |
| 1991-01-01 | 8.5945020701 |
| 1991-02-01 | 8.6068344903 |
| 1991-03-01 | 8.5847909219 |
| 1991-04-01 | 8.5049907226 |
| 1991-05-01 | 8.4911722323 |
| 1991-06-01 | 8.4005197978 |
| 1991-07-01 | 8.4192137860 |
| 1991-08-01 | 8.3480254185 |
| 1991-09-01 | 8.3772049600 |
| 1991-10-01 | 8.2891948926 |
| 1991-11-01 | 8.2639557698 |
| 1991-12-01 | 8.3165961875 |
| 1992-01-01 | 8.2967374120 |
| 1992-02-01 | 8.3176766883 |
| 1992-03-01 | 8.2802130609 |
| 1992-04-01 | 8.5004029709 |
| 1992-05-01 | 8.3794682819 |
| 1992-06-01 | 8.2969627630 |
| 1992-07-01 | 8.5342387249 |
| 1992-08-01 | 8.5556350355 |
| 1992-09-01 | 8.5774862311 |
| 1992-10-01 | 8.5851215158 |
| 1992-11-01 | 8.6581653793 |
| 1992-12-01 | 8.7150632556 |
| 1993-01-01 | 8.4969971325 |
| 1993-02-01 | 8.5293105764 |
| 1993-03-01 | 8.5810225511 |
| 1993-04-01 | 8.5917892580 |
| 1993-05-01 | 8.5582615220 |
| 1993-06-01 | 8.6965400210 |
| 1993-07-01 | 8.6516645516 |
| 1993-08-01 | 8.6623399821 |
| 1993-09-01 | 8.6805445148 |
| 1993-10-01 | 8.7858749412 |
| 1993-11-01 | 8.7576953664 |
| 1993-12-01 | 8.7184744199 |
| 1994-01-01 | 8.7914726312 |
| 1994-02-01 | 8.7328396277 |
| 1994-03-01 | 8.7760988222 |
| 1994-04-01 | 8.6791850846 |
| 1994-05-01 | 8.7387223789 |
| 1994-06-01 | 8.7032788554 |
| 1994-07-01 | 8.5706318045 |
| 1994-08-01 | 8.5684283546 |
| 1994-09-01 | 8.5867111112 |
| 1994-10-01 | 8.5842138325 |
| 1994-11-01 | 8.6668839528 |
| 1994-12-01 | 8.7276979275 |
| 1995-01-01 | 8.6775696708 |
| 1995-02-01 | 8.7251037095 |
| 1995-03-01 | 8.7630875693 |
| 1995-04-01 | 8.8661748698 |
| 1995-05-01 | 9.0226171329 |
| 1995-06-01 | 8.8192038234 |
| 1995-07-01 | 8.9863178518 |
| 1995-08-01 | 9.0769821330 |
| 1995-09-01 | 9.0962993932 |
| 1995-10-01 | 9.0889234149 |
| 1995-11-01 | 9.0807427328 |
| 1995-12-01 | 9.2310269206 |
| 1996-01-01 | 8.7615128338 |
| 1996-02-01 | 8.9996608017 |
| 1996-03-01 | 8.9410549053 |
| 1996-04-01 | 9.2571799891 |
| 1996-05-01 | 9.1265933231 |
| 1996-06-01 | 9.2477241949 |
| 1996-07-01 | 8.8952721203 |
| 1996-08-01 | 9.0821058269 |
| 1996-09-01 | 9.1108140957 |
| 1996-10-01 | 9.0851427689 |
| 1996-11-01 | 9.0913165497 |
| 1996-12-01 | 9.1227470827 |
| 1997-01-01 | 9.3518322422 |
| 1997-02-01 | 9.3729198732 |
| 1997-03-01 | 9.4175794749 |
| 1997-04-01 | 9.4560764912 |
| 1997-05-01 | 9.5414728733 |
| 1997-06-01 | 9.5771031573 |
| 1997-07-01 | 9.5936233137 |
| 1997-08-01 | 9.6903133452 |
| 1997-09-01 | 9.7355542886 |
| 1997-10-01 | 9.7777499313 |
| 1997-11-01 | 9.7877142983 |
| 1997-12-01 | 9.8049705695 |
| 1998-01-01 | 9.8400875992 |
| 1998-02-01 | 9.8540642303 |
| 1998-03-01 | 9.8898485292 |
| 1998-04-01 | 9.8723303136 |
| 1998-05-01 | 9.5754942562 |
| 1998-06-01 | 9.6915936141 |
| 1998-07-01 | 9.6913224700 |
| 1998-08-01 | 9.5925373976 |
| 1998-09-01 | 9.6633211520 |
| 1998-10-01 | 9.5635434189 |
| 1998-11-01 | 9.5741683464 |
| 1998-12-01 | 9.5822239981 |
| 1999-01-01 | 9.5259952989 |
| 1999-02-01 | 9.6545470112 |
| 1999-03-01 | 9.5691245711 |
| 1999-04-01 | 9.6014096442 |
| 1999-05-01 | 9.6056412236 |
| 1999-06-01 | 9.6909073446 |
| 1999-07-01 | 9.7814405072 |
| 1999-08-01 | 9.8952732640 |
| 1999-09-01 | 9.8811649635 |
| 1999-10-01 | 10.0652783522 |
| 1999-11-01 | 10.0592240939 |
| 1999-12-01 | 10.1559121379 |
| 2000-01-01 | 10.1067773242 |
| 2000-02-01 | 10.2622926278 |
| 2000-03-01 | 10.3616180408 |
| 2000-04-01 | 10.6381424615 |
| 2000-05-01 | 10.5333401736 |
| 2000-06-01 | 10.4813936637 |
| 2000-07-01 | 10.6698156073 |
| 2000-08-01 | 10.6818862379 |
| 2000-09-01 | 10.6873764385 |
| 2000-10-01 | 10.9727845014 |
| 2000-11-01 | 10.9488685142 |
| 2000-12-01 | 10.9300640083 |
| 2001-01-01 | 10.9996170970 |
| 2001-02-01 | 10.8884769550 |
| 2001-03-01 | 10.9729450396 |
| 2001-04-01 | 10.7658854016 |
| 2001-05-01 | 10.7346098865 |
| 2001-06-01 | 10.9569499606 |
| 2001-07-01 | 10.7513045385 |
| 2001-08-01 | 10.9704066563 |
| 2001-09-01 | 10.7836215843 |
| 2001-10-01 | 10.5919784613 |
| 2001-11-01 | 10.7530370242 |
| 2001-12-01 | 10.7194120779 |
| 2002-01-01 | 10.7951925123 |
| 2002-02-01 | 10.7166687329 |
| 2002-03-01 | 10.6903576916 |
| 2002-04-01 | 10.6841231857 |
| 2002-05-01 | 10.7180897955 |
| 2002-06-01 | 10.7237714090 |
| 2002-07-01 | 10.7348704129 |
| 2002-08-01 | 10.6544356427 |
| 2002-09-01 | 10.6699007187 |
| 2002-10-01 | 10.5117910710 |
| 2002-11-01 | 10.5703232254 |
| 2002-12-01 | 10.6177291911 |
| 2003-01-01 | 10.7144264417 |
| 2003-02-01 | 10.7460131644 |
| 2003-03-01 | 10.7201956926 |
| 2003-04-01 | 10.6782631365 |
| 2003-05-01 | 10.6829719878 |
| 2003-06-01 | 10.6883071516 |
| 2003-07-01 | 10.8160304314 |
| 2003-08-01 | 10.9434543335 |
| 2003-09-01 | 10.9519725950 |
| 2003-10-01 | 11.0288781294 |
| 2003-11-01 | 11.0919166329 |
| 2003-12-01 | 11.1180963621 |
| 2004-01-01 | 10.9486636196 |
| 2004-02-01 | 10.9688475201 |
| 2004-03-01 | 11.0552125385 |
| 2004-04-01 | 11.2673060051 |
| 2004-05-01 | 11.1507880422 |
| 2004-06-01 | 11.2605927452 |
| 2004-07-01 | 11.1979815889 |
| 2004-08-01 | 11.2268104919 |
| 2004-09-01 | 11.3399833597 |
| 2004-10-01 | 11.4207243888 |
| 2004-11-01 | 11.5003935775 |
| 2004-12-01 | 11.6152248173 |
| 2005-01-01 | 11.8026761712 |
| 2005-02-01 | 11.8954572868 |
| 2005-03-01 | 12.0003033292 |
| 2005-04-01 | 12.2523827736 |
| 2005-05-01 | 12.1261244539 |
| 2005-06-01 | 12.0398070656 |
| 2005-07-01 | 12.0767573173 |
| 2005-08-01 | 12.0117038130 |
| 2005-09-01 | 12.0321564051 |
| 2005-10-01 | 11.9952632608 |
| 2005-11-01 | 11.9935843569 |
| 2005-12-01 | 11.9152405866 |
| 2006-01-01 | 12.3501473520 |
| 2006-02-01 | 12.6217194741 |
| 2006-03-01 | 12.7389133105 |
| 2006-04-01 | 13.0472407667 |
| 2006-05-01 | 13.1199839192 |
| 2006-06-01 | 13.2341174953 |
| 2006-07-01 | 13.2585325941 |
| 2006-08-01 | 13.3999954212 |
| 2006-09-01 | 13.4189678384 |
| 2006-10-01 | 13.4572768222 |
| 2006-11-01 | 13.4717122573 |
| 2006-12-01 | 13.5133438843 |
| 2007-01-01 | 13.2927430457 |
| 2007-02-01 | 13.3456118097 |
| 2007-03-01 | 13.3782343049 |
| 2007-04-01 | 13.3423133204 |
| 2007-05-01 | 13.4259354919 |
| 2007-06-01 | 13.5381599052 |
| 2007-07-01 | 13.6482865344 |
| 2007-08-01 | 13.5928488115 |
| 2007-09-01 | 13.6004989853 |
| 2007-10-01 | 13.7228321455 |
| 2007-11-01 | 13.7434834525 |
| 2007-12-01 | 13.7071377593 |
| 2008-01-01 | 13.7219915644 |
| 2008-02-01 | 13.7654446199 |
| 2008-03-01 | 13.6955777817 |
| 2008-04-01 | 13.7494636638 |
| 2008-05-01 | 13.7395861877 |
| 2008-06-01 | 13.7542774057 |
| 2008-07-01 | 13.8428744696 |
| 2008-08-01 | 13.7896707268 |
| 2008-09-01 | 13.6869584717 |
| 2008-10-01 | 13.5893570214 |
| 2008-11-01 | 13.5196325955 |
| 2008-12-01 | 13.4075129618 |
| 2009-01-01 | 13.3398654572 |
| 2009-02-01 | 13.2752586538 |
| 2009-03-01 | 13.1966352941 |
| 2009-04-01 | 13.1487376353 |
| 2009-05-01 | 13.0557294595 |
| 2009-06-01 | 12.9666932449 |
| 2009-07-01 | 12.9462639447 |
| 2009-08-01 | 12.8933079712 |
| 2009-09-01 | 12.9722553115 |
| 2009-10-01 | 13.0754880244 |
| 2009-11-01 | 13.0149168390 |
| 2009-12-01 | 13.0163682562 |
| 2010-01-01 | 12.9424917599 |
| 2010-02-01 | 12.8688012814 |
| 2010-03-01 | 12.8758941982 |
| 2010-04-01 | 13.0496472033 |
| 2010-05-01 | 13.0632788761 |
| 2010-06-01 | 13.0744944359 |
| 2010-07-01 | 13.0556575676 |
| 2010-08-01 | 13.1027396277 |
| 2010-09-01 | 13.1587137670 |
| 2010-10-01 | 13.1796028402 |
| 2010-11-01 | 13.2303453811 |
| 2010-12-01 | 13.2371471619 |
| 2011-01-01 | 13.1312356893 |
| 2011-02-01 | 13.1466303724 |
| 2011-03-01 | 13.2535830298 |
| 2011-04-01 | 13.1373500335 |
| 2011-05-01 | 13.2647004715 |
| 2011-06-01 | 13.1746076478 |
| 2011-07-01 | 13.3738010649 |
| 2011-08-01 | 13.4121387284 |
| 2011-09-01 | 13.3540171260 |
| 2011-10-01 | 13.4936623313 |
| 2011-11-01 | 13.4514641782 |
| 2011-12-01 | 13.4534843376 |
| 2012-01-01 | 13.6130259165 |
| 2012-02-01 | 13.6187638934 |
| 2012-03-01 | 13.6287506290 |
| 2012-04-01 | 13.6361920119 |
| 2012-05-01 | 13.4691432135 |
| 2012-06-01 | 13.4759302338 |
| 2012-07-01 | 13.3839250503 |
| 2012-08-01 | 13.3122868042 |
| 2012-09-01 | 13.3611553410 |
| 2012-10-01 | 13.2045385213 |
| 2012-11-01 | 13.1680937755 |
| 2012-12-01 | 13.1707099889 |
| 2013-01-01 | 13.0948896574 |
| 2013-02-01 | 13.0898947352 |
| 2013-03-01 | 13.0148335269 |
| 2013-04-01 | 12.9305109599 |
| 2013-05-01 | 12.9775601870 |
| 2013-06-01 | 12.9807449670 |
| 2013-07-01 | 12.8912983950 |
| 2013-08-01 | 12.9129192122 |
| 2013-09-01 | 12.9701022836 |
| 2013-10-01 | 12.8097209339 |
| 2013-11-01 | 12.8717806497 |
| 2013-12-01 | 12.8718763705 |
| 2014-01-01 | 13.0852666111 |
| 2014-02-01 | 13.0702215619 |
| 2014-03-01 | 13.1090297710 |
| 2014-04-01 | 13.2339139284 |
| 2014-05-01 | 13.2917092274 |
| 2014-06-01 | 13.2902561799 |
| 2014-07-01 | 13.2915035205 |
| 2014-08-01 | 13.3097463970 |
| 2014-09-01 | 13.2726487353 |
| 2014-10-01 | 13.4051628097 |
| 2014-11-01 | 13.3658607315 |
| 2014-12-01 | 13.3691844511 |
| 2015-01-01 | 13.3850818410 |
| 2015-02-01 | 13.3643712314 |
| 2015-03-01 | 13.3182661576 |
| 2015-04-01 | 13.1320423753 |
| 2015-05-01 | 13.2038159587 |
| 2015-06-01 | 13.1946708603 |
| 2015-07-01 | 13.3897195605 |
| 2015-08-01 | 13.4064395242 |
| 2015-09-01 | 13.2726569700 |
| 2015-10-01 | 13.2978758188 |
| 2015-11-01 | 13.3579373062 |
| 2015-12-01 | 13.3560121714 |
| 2016-01-01 | 13.2888827436 |
| 2016-02-01 | 13.3683918371 |
| 2016-03-01 | 13.4270168199 |
| 2016-04-01 | 13.4398946767 |
| 2016-05-01 | 13.5251324126 |
| 2016-06-01 | 13.5001127165 |
| 2016-07-01 | 13.4730360765 |
| 2016-08-01 | 13.4930989803 |
| 2016-09-01 | 13.4663966538 |
| 2016-10-01 | 13.6944385382 |
| 2016-11-01 | 13.7564862554 |
| 2016-12-01 | 13.8520955026 |
| 2017-01-01 | 13.7871032030 |
| 2017-02-01 | 13.7751612045 |
| 2017-03-01 | 13.8410656650 |
| 2017-04-01 | 13.8437338606 |
| 2017-05-01 | 13.8421377698 |
| 2017-06-01 | 13.8947320688 |
| 2017-07-01 | 13.9593133898 |
| 2017-08-01 | 13.9827205590 |
| 2017-09-01 | 14.0599056931 |
| 2017-10-01 | 14.0975148497 |
| 2017-11-01 | 14.0683292819 |
| 2017-12-01 | 14.0540074121 |
| 2018-01-01 | 14.0685701838 |
| 2018-02-01 | 14.1737610170 |
| 2018-03-01 | 14.1464917134 |
| 2018-04-01 | 14.2507699899 |
| 2018-05-01 | 14.2619721090 |
| 2018-06-01 | 14.2937239886 |
| 2018-07-01 | 14.2465196633 |
| 2018-08-01 | 14.2714567484 |
| 2018-09-01 | 14.2533287904 |
| 2018-10-01 | 14.1053411605 |
| 2018-11-01 | 14.1827678604 |
| 2018-12-01 | 14.2682274101 |
| 2019-01-01 | 14.2422596130 |
| 2019-02-01 | 14.2690532418 |
| 2019-03-01 | 14.3508023947 |
| 2019-04-01 | 14.3501304814 |
| 2019-05-01 | 14.3645247471 |
| 2019-06-01 | 14.2924883305 |
| 2019-07-01 | 14.5426546180 |
| 2019-08-01 | 14.6656674991 |
| 2019-09-01 | 14.6578685381 |
| 2019-10-01 | 14.4208618414 |
| 2019-11-01 | 14.5975078062 |
| 2019-12-01 | 14.5848710345 |
| 2020-01-01 | 14.6129324726 |
| 2020-02-01 | 14.5537630484 |
| 2020-03-01 | 14.5415734053 |
| 2020-04-01 | 13.3504485245 |
| 2020-05-01 | 13.5655371591 |
| 2020-06-01 | 13.6994845719 |
| 2020-07-01 | 13.7360742553 |
| 2020-08-01 | 13.8666951139 |
| 2020-09-01 | 13.8623148678 |
| 2020-10-01 | 14.0400308224 |
| 2020-11-01 | 14.0041795495 |
| 2020-12-01 | 14.1063241384 |
| 2021-01-01 | 14.2945009979 |
| 2021-02-01 | 14.3379259447 |
| 2021-03-01 | 14.3300383814 |
| 2021-04-01 | 14.2484859665 |
| 2021-05-01 | 14.1506869736 |
| 2021-06-01 | 14.0992801362 |
| 2021-07-01 | 14.1366184912 |
| 2021-08-01 | 14.1754225858 |
| 2021-09-01 | 14.1679363278 |
| 2021-10-01 | 14.2608730112 |
| 2021-11-01 | 14.3145572898 |
| 2021-12-01 | 14.3265086752 |
| 2022-01-01 | 14.0825996233 |
| 2022-02-01 | 14.2190643333 |
| 2022-03-01 | 14.3074529125 |
| 2022-04-01 | 14.4437458473 |
| 2022-05-01 | 14.4399010765 |
| 2022-06-01 | 14.4059637784 |
| 2022-07-01 | 14.4336666071 |
| 2022-08-01 | 14.4899504000 |
| 2022-09-01 | 14.5677913823 |
| 2022-10-01 | 14.5740666407 |
| 2022-11-01 | 14.7198575939 |
| 2022-12-01 | 14.7415110140 |
| 2023-01-01 | 14.7860352426 |
| 2023-02-01 | 14.9118274368 |
| 2023-03-01 | 14.8887018314 |
| 2023-04-01 | 14.9363084965 |
| 2023-05-01 | 15.0203116481 |
| 2023-06-01 | 15.1105764217 |
| 2023-07-01 | 15.1344233892 |
| 2023-08-01 | 15.0995279571 |
| 2023-09-01 | 15.1668617258 |
| 2023-10-01 | 14.9874741441 |
| 2023-11-01 | 15.0257102079 |
| 2023-12-01 | 15.1443016804 |
| 2024-01-01 | 15.2962417695 |
| 2024-02-01 | 15.4084993884 |
| 2024-03-01 | 15.4721252719 |
| 2024-04-01 | 15.5313776235 |
| 2024-05-01 | 15.6086583183 |
| 2024-06-01 | 15.7161069655 |
| 2024-07-01 | 15.7317411905 |
| 2024-08-01 | 15.8061819201 |
| 2024-09-01 | 15.8645337602 |
| 2024-10-01 | 15.8925564232 |
| 2024-11-01 | 15.9286081710 |
| 2024-12-01 | 16.0433930640 |
| 2025-01-01 | 16.1063041202 |
| 2025-02-01 | 16.1129190849 |
| 2025-03-01 | 16.2633784954 |
| 2025-04-01 | 16.2286232630 |
| 2025-05-01 | 16.1977966434 |
| 2025-06-01 | 16.2183936702 |
| 2025-07-01 | 16.3348269106 |
| 2025-08-01 | 16.3046628727 |
| 2025-09-01 | 16.3677837642 |
| 2025-10-01 | 16.4916817506 |
| 2025-11-01 | 16.4341089632 |
| 2025-12-01 | 16.4384444212 |
| 2026-01-01 | 16.4099919761 |
| 2026-02-01 | 16.4154498141 |
| 2026-03-01 | 16.4565072428 |
| 2026-04-01 | 16.4252067839 |
| 2026-05-01 | 16.4965821266 |
| 2026-06-01 | 16.4251373754 |
| 2026-07-01 | 16.4374784381 |
| 2026-08-01 | 16.5025382824 |
| 2026-09-01 | 16.4719725801 |