Table Data - All Employees: Service-Providing in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Service-Providing in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | SMU42109000700000001SA |
| 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 9:57 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 | 206.384219395493 |
| 1990-02-01 | 205.892386655601 |
| 1990-03-01 | 206.637844702391 |
| 1990-04-01 | 206.202466923015 |
| 1990-05-01 | 206.547933062425 |
| 1990-06-01 | 207.293732753248 |
| 1990-07-01 | 207.315954839365 |
| 1990-08-01 | 207.958453944676 |
| 1990-09-01 | 207.693059881193 |
| 1990-10-01 | 208.357856704828 |
| 1990-11-01 | 207.961052201298 |
| 1990-12-01 | 207.725867013354 |
| 1991-01-01 | 207.372670539550 |
| 1991-02-01 | 207.438761073253 |
| 1991-03-01 | 207.225086933791 |
| 1991-04-01 | 205.760814825570 |
| 1991-05-01 | 206.239049965443 |
| 1991-06-01 | 207.954007257205 |
| 1991-07-01 | 207.618195583062 |
| 1991-08-01 | 207.987611223822 |
| 1991-09-01 | 207.876746171196 |
| 1991-10-01 | 205.588345603473 |
| 1991-11-01 | 206.318627852165 |
| 1991-12-01 | 207.187040564360 |
| 1992-01-01 | 207.128121959013 |
| 1992-02-01 | 207.845822236692 |
| 1992-03-01 | 207.572796902527 |
| 1992-04-01 | 209.009089311171 |
| 1992-05-01 | 209.086447060465 |
| 1992-06-01 | 207.947309638347 |
| 1992-07-01 | 208.847957040348 |
| 1992-08-01 | 208.618656335321 |
| 1992-09-01 | 208.709348587425 |
| 1992-10-01 | 210.025623164584 |
| 1992-11-01 | 210.501641873819 |
| 1992-12-01 | 210.457103749259 |
| 1993-01-01 | 211.729147373093 |
| 1993-02-01 | 213.225147437562 |
| 1993-03-01 | 211.251092589979 |
| 1993-04-01 | 212.516392897200 |
| 1993-05-01 | 213.403254370693 |
| 1993-06-01 | 213.134776513315 |
| 1993-07-01 | 212.683863150634 |
| 1993-08-01 | 213.097270114614 |
| 1993-09-01 | 214.061790175058 |
| 1993-10-01 | 215.302350774153 |
| 1993-11-01 | 216.057832424167 |
| 1993-12-01 | 216.562925222595 |
| 1994-01-01 | 214.316644920271 |
| 1994-02-01 | 215.162098635854 |
| 1994-03-01 | 216.506825131821 |
| 1994-04-01 | 217.122042667518 |
| 1994-05-01 | 216.732859328666 |
| 1994-06-01 | 217.827390089827 |
| 1994-07-01 | 219.782796328715 |
| 1994-08-01 | 220.553720668759 |
| 1994-09-01 | 219.998114835661 |
| 1994-10-01 | 218.990406887491 |
| 1994-11-01 | 219.604815130743 |
| 1994-12-01 | 219.620971870508 |
| 1995-01-01 | 219.518055936070 |
| 1995-02-01 | 219.943797384338 |
| 1995-03-01 | 221.039598001660 |
| 1995-04-01 | 220.141605781016 |
| 1995-05-01 | 220.320152021095 |
| 1995-06-01 | 220.739591385637 |
| 1995-07-01 | 220.236649408923 |
| 1995-08-01 | 219.952781224785 |
| 1995-09-01 | 221.783574346382 |
| 1995-10-01 | 222.091275374199 |
| 1995-11-01 | 222.653939475156 |
| 1995-12-01 | 223.496978311596 |
| 1996-01-01 | 220.863880543194 |
| 1996-02-01 | 223.925866124161 |
| 1996-03-01 | 223.721444982453 |
| 1996-04-01 | 224.733792186486 |
| 1996-05-01 | 224.962489300497 |
| 1996-06-01 | 225.010634198034 |
| 1996-07-01 | 224.860313414985 |
| 1996-08-01 | 225.669895195160 |
| 1996-09-01 | 226.188315968916 |
| 1996-10-01 | 226.730556189422 |
| 1996-11-01 | 227.326800498480 |
| 1996-12-01 | 227.498157416286 |
| 1997-01-01 | 228.537818864289 |
| 1997-02-01 | 228.997722158073 |
| 1997-03-01 | 228.997730822488 |
| 1997-04-01 | 229.184670831916 |
| 1997-05-01 | 230.293908558848 |
| 1997-06-01 | 230.777370172322 |
| 1997-07-01 | 231.232603261836 |
| 1997-08-01 | 231.449282281790 |
| 1997-09-01 | 231.371734997174 |
| 1997-10-01 | 234.346398592826 |
| 1997-11-01 | 234.291159076219 |
| 1997-12-01 | 235.126411241621 |
| 1998-01-01 | 235.998951555984 |
| 1998-02-01 | 236.795968636644 |
| 1998-03-01 | 237.725937650207 |
| 1998-04-01 | 238.521120989340 |
| 1998-05-01 | 240.412808696891 |
| 1998-06-01 | 238.565560488381 |
| 1998-07-01 | 239.642914085183 |
| 1998-08-01 | 240.257369643538 |
| 1998-09-01 | 240.275862257588 |
| 1998-10-01 | 240.086566224141 |
| 1998-11-01 | 240.314266972611 |
| 1998-12-01 | 240.619893660357 |
| 1999-01-01 | 239.625596501795 |
| 1999-02-01 | 242.282893279271 |
| 1999-03-01 | 242.542678431512 |
| 1999-04-01 | 243.886631369111 |
| 1999-05-01 | 243.967415484162 |
| 1999-06-01 | 244.964166145107 |
| 1999-07-01 | 246.528076842408 |
| 1999-08-01 | 248.191314394168 |
| 1999-09-01 | 246.983410147828 |
| 1999-10-01 | 248.084614833611 |
| 1999-11-01 | 248.446857936945 |
| 1999-12-01 | 249.453409887696 |
| 2000-01-01 | 249.969591569814 |
| 2000-02-01 | 251.084143550339 |
| 2000-03-01 | 251.322350583687 |
| 2000-04-01 | 252.458320079318 |
| 2000-05-01 | 253.740103383894 |
| 2000-06-01 | 254.941571041721 |
| 2000-07-01 | 255.708413688008 |
| 2000-08-01 | 255.184587182711 |
| 2000-09-01 | 253.376697152437 |
| 2000-10-01 | 254.927238798061 |
| 2000-11-01 | 255.871981925195 |
| 2000-12-01 | 256.521986402498 |
| 2001-01-01 | 256.957302185129 |
| 2001-02-01 | 256.813431203479 |
| 2001-03-01 | 257.470972494972 |
| 2001-04-01 | 255.540120936217 |
| 2001-05-01 | 256.062723812037 |
| 2001-06-01 | 256.998838225495 |
| 2001-07-01 | 257.194309109874 |
| 2001-08-01 | 258.498026266467 |
| 2001-09-01 | 256.496893069953 |
| 2001-10-01 | 256.773732999693 |
| 2001-11-01 | 257.111077450997 |
| 2001-12-01 | 257.256811873864 |
| 2002-01-01 | 257.942456352094 |
| 2002-02-01 | 257.689759054296 |
| 2002-03-01 | 258.603539964768 |
| 2002-04-01 | 257.715025121336 |
| 2002-05-01 | 258.266438029587 |
| 2002-06-01 | 258.278955771124 |
| 2002-07-01 | 260.337401047305 |
| 2002-08-01 | 261.805376186430 |
| 2002-09-01 | 262.500710330253 |
| 2002-10-01 | 262.605265781267 |
| 2002-11-01 | 262.525191954842 |
| 2002-12-01 | 263.323019438275 |
| 2003-01-01 | 265.336373196135 |
| 2003-02-01 | 264.484516334460 |
| 2003-03-01 | 264.612241406674 |
| 2003-04-01 | 265.660805534407 |
| 2003-05-01 | 266.529853625719 |
| 2003-06-01 | 266.501297210468 |
| 2003-07-01 | 265.112065504745 |
| 2003-08-01 | 266.037724009526 |
| 2003-09-01 | 269.081396096747 |
| 2003-10-01 | 269.605995503584 |
| 2003-11-01 | 270.325937151521 |
| 2003-12-01 | 270.753693180741 |
| 2004-01-01 | 269.829419244839 |
| 2004-02-01 | 270.616162197644 |
| 2004-03-01 | 271.142061204927 |
| 2004-04-01 | 271.923574124341 |
| 2004-05-01 | 272.022031499773 |
| 2004-06-01 | 272.523890508800 |
| 2004-07-01 | 270.745014823508 |
| 2004-08-01 | 270.457146479861 |
| 2004-09-01 | 271.272013694520 |
| 2004-10-01 | 273.638996684586 |
| 2004-11-01 | 273.199690811519 |
| 2004-12-01 | 272.834642552663 |
| 2005-01-01 | 273.467917840070 |
| 2005-02-01 | 275.063568938151 |
| 2005-03-01 | 274.805102654505 |
| 2005-04-01 | 277.641136425961 |
| 2005-05-01 | 277.170522353801 |
| 2005-06-01 | 277.181582429594 |
| 2005-07-01 | 278.680826055727 |
| 2005-08-01 | 277.975167734132 |
| 2005-09-01 | 278.960840420655 |
| 2005-10-01 | 278.807608437849 |
| 2005-11-01 | 279.742026460610 |
| 2005-12-01 | 279.988012187707 |
| 2006-01-01 | 281.556347964575 |
| 2006-02-01 | 282.024383860885 |
| 2006-03-01 | 283.332511693226 |
| 2006-04-01 | 283.442633561468 |
| 2006-05-01 | 283.330065948644 |
| 2006-06-01 | 283.651221872534 |
| 2006-07-01 | 283.883789305798 |
| 2006-08-01 | 285.366072165394 |
| 2006-09-01 | 286.373646144141 |
| 2006-10-01 | 286.167913567613 |
| 2006-11-01 | 286.232779522694 |
| 2006-12-01 | 286.537045262892 |
| 2007-01-01 | 286.422660376934 |
| 2007-02-01 | 286.019281702500 |
| 2007-03-01 | 287.078242198091 |
| 2007-04-01 | 286.078521345523 |
| 2007-05-01 | 287.225566875955 |
| 2007-06-01 | 288.365156878645 |
| 2007-07-01 | 288.198674552200 |
| 2007-08-01 | 288.201718037764 |
| 2007-09-01 | 288.321328568725 |
| 2007-10-01 | 289.493274256973 |
| 2007-11-01 | 289.536925965388 |
| 2007-12-01 | 289.919267826787 |
| 2008-01-01 | 289.583388098244 |
| 2008-02-01 | 289.214122916653 |
| 2008-03-01 | 288.837158967625 |
| 2008-04-01 | 288.251946101822 |
| 2008-05-01 | 288.582852513915 |
| 2008-06-01 | 288.838429192365 |
| 2008-07-01 | 289.606654370430 |
| 2008-08-01 | 289.501661264247 |
| 2008-09-01 | 288.194746583376 |
| 2008-10-01 | 287.939889040655 |
| 2008-11-01 | 286.266775754286 |
| 2008-12-01 | 286.729784635286 |
| 2009-01-01 | 285.568087361425 |
| 2009-02-01 | 285.265068884374 |
| 2009-03-01 | 284.175291571502 |
| 2009-04-01 | 282.500586638380 |
| 2009-05-01 | 284.393176103523 |
| 2009-06-01 | 283.560338236703 |
| 2009-07-01 | 284.087071213010 |
| 2009-08-01 | 284.331815957415 |
| 2009-09-01 | 283.602786388571 |
| 2009-10-01 | 284.194092845749 |
| 2009-11-01 | 284.557789710682 |
| 2009-12-01 | 284.010843157388 |
| 2010-01-01 | 284.291183728213 |
| 2010-02-01 | 284.643177263945 |
| 2010-03-01 | 285.445611779245 |
| 2010-04-01 | 286.015247399115 |
| 2010-05-01 | 287.029794902834 |
| 2010-06-01 | 286.348795911994 |
| 2010-07-01 | 285.685300290520 |
| 2010-08-01 | 286.119858436503 |
| 2010-09-01 | 286.508378147066 |
| 2010-10-01 | 287.169272997179 |
| 2010-11-01 | 287.861370050504 |
| 2010-12-01 | 290.160973724187 |
| 2011-01-01 | 288.545982399155 |
| 2011-02-01 | 289.438422725233 |
| 2011-03-01 | 290.007893073463 |
| 2011-04-01 | 291.386430818186 |
| 2011-05-01 | 291.814577298768 |
| 2011-06-01 | 292.438975656177 |
| 2011-07-01 | 293.289907185511 |
| 2011-08-01 | 293.090950945847 |
| 2011-09-01 | 293.796046130648 |
| 2011-10-01 | 293.901238135122 |
| 2011-11-01 | 294.044228295389 |
| 2011-12-01 | 295.733211623611 |
| 2012-01-01 | 296.249627850842 |
| 2012-02-01 | 297.785202836502 |
| 2012-03-01 | 298.176465046125 |
| 2012-04-01 | 297.916471157511 |
| 2012-05-01 | 297.611666898199 |
| 2012-06-01 | 297.366099745224 |
| 2012-07-01 | 296.713472682624 |
| 2012-08-01 | 297.157997119223 |
| 2012-09-01 | 298.204227634363 |
| 2012-10-01 | 297.800239159126 |
| 2012-11-01 | 297.842112430634 |
| 2012-12-01 | 297.945702330347 |
| 2013-01-01 | 299.357064367492 |
| 2013-02-01 | 299.742856334138 |
| 2013-03-01 | 299.717351993335 |
| 2013-04-01 | 299.746484024477 |
| 2013-05-01 | 299.798650773493 |
| 2013-06-01 | 300.925144702387 |
| 2013-07-01 | 301.120928571415 |
| 2013-08-01 | 301.796389256129 |
| 2013-09-01 | 301.701776132334 |
| 2013-10-01 | 300.596216105100 |
| 2013-11-01 | 301.368343715994 |
| 2013-12-01 | 300.880386526038 |
| 2014-01-01 | 301.656855315236 |
| 2014-02-01 | 300.786020130453 |
| 2014-03-01 | 301.409834490788 |
| 2014-04-01 | 302.984283004202 |
| 2014-05-01 | 304.142909286489 |
| 2014-06-01 | 304.399906744977 |
| 2014-07-01 | 303.513367092858 |
| 2014-08-01 | 304.637292000710 |
| 2014-09-01 | 305.051779016400 |
| 2014-10-01 | 306.348949689372 |
| 2014-11-01 | 306.372277278288 |
| 2014-12-01 | 307.682041859131 |
| 2015-01-01 | 306.044965367723 |
| 2015-02-01 | 305.897742370035 |
| 2015-03-01 | 305.875707308789 |
| 2015-04-01 | 306.683145044540 |
| 2015-05-01 | 308.015284548914 |
| 2015-06-01 | 308.154515600508 |
| 2015-07-01 | 309.898731513721 |
| 2015-08-01 | 310.469165042693 |
| 2015-09-01 | 310.357552431061 |
| 2015-10-01 | 311.673225764548 |
| 2015-11-01 | 312.361153909338 |
| 2015-12-01 | 313.531965580494 |
| 2016-01-01 | 312.246366412483 |
| 2016-02-01 | 313.066418452863 |
| 2016-03-01 | 314.570394718986 |
| 2016-04-01 | 314.349566899067 |
| 2016-05-01 | 314.078976106879 |
| 2016-06-01 | 314.064752570501 |
| 2016-07-01 | 316.777857210377 |
| 2016-08-01 | 316.567356802748 |
| 2016-09-01 | 317.852037933458 |
| 2016-10-01 | 318.128922148379 |
| 2016-11-01 | 318.017050085094 |
| 2016-12-01 | 318.232440585597 |
| 2017-01-01 | 318.535568630534 |
| 2017-02-01 | 318.394454737714 |
| 2017-03-01 | 318.270736395347 |
| 2017-04-01 | 318.484217200341 |
| 2017-05-01 | 318.812063042817 |
| 2017-06-01 | 318.979070853262 |
| 2017-07-01 | 319.428287105092 |
| 2017-08-01 | 319.169056266427 |
| 2017-09-01 | 320.609259410172 |
| 2017-10-01 | 319.572937542689 |
| 2017-11-01 | 319.981940706853 |
| 2017-12-01 | 320.194641928278 |
| 2018-01-01 | 320.506470823736 |
| 2018-02-01 | 321.920855304157 |
| 2018-03-01 | 321.441779700730 |
| 2018-04-01 | 323.001720888232 |
| 2018-05-01 | 323.309838036610 |
| 2018-06-01 | 323.527749382167 |
| 2018-07-01 | 322.540507467144 |
| 2018-08-01 | 323.117415454895 |
| 2018-09-01 | 323.397112146209 |
| 2018-10-01 | 323.930310211529 |
| 2018-11-01 | 323.855377891254 |
| 2018-12-01 | 324.283350371291 |
| 2019-01-01 | 325.277613200703 |
| 2019-02-01 | 325.164627681075 |
| 2019-03-01 | 326.428127410265 |
| 2019-04-01 | 326.413841175127 |
| 2019-05-01 | 327.177964276367 |
| 2019-06-01 | 327.238788544619 |
| 2019-07-01 | 327.556057064506 |
| 2019-08-01 | 328.714708194503 |
| 2019-09-01 | 327.746206032741 |
| 2019-10-01 | 327.869646740166 |
| 2019-11-01 | 328.841256917311 |
| 2019-12-01 | 329.631236925332 |
| 2020-01-01 | 329.215549596376 |
| 2020-02-01 | 329.000019993432 |
| 2020-03-01 | 326.538840334328 |
| 2020-04-01 | 266.460588380773 |
| 2020-05-01 | 276.420009572463 |
| 2020-06-01 | 286.984591648079 |
| 2020-07-01 | 298.503987812292 |
| 2020-08-01 | 300.431634799948 |
| 2020-09-01 | 303.485035588125 |
| 2020-10-01 | 307.518825407953 |
| 2020-11-01 | 308.020199195132 |
| 2020-12-01 | 308.062928860857 |
| 2021-01-01 | 309.662736613778 |
| 2021-02-01 | 311.358445511025 |
| 2021-03-01 | 313.344713447518 |
| 2021-04-01 | 313.884529571529 |
| 2021-05-01 | 314.463087921858 |
| 2021-06-01 | 316.130540804502 |
| 2021-07-01 | 318.566893612079 |
| 2021-08-01 | 318.787530890503 |
| 2021-09-01 | 319.120331499504 |
| 2021-10-01 | 322.552288105393 |
| 2021-11-01 | 322.954196931063 |
| 2021-12-01 | 324.094420259898 |
| 2022-01-01 | 323.453428722014 |
| 2022-02-01 | 326.514228048218 |
| 2022-03-01 | 327.387338204243 |
| 2022-04-01 | 329.018210400019 |
| 2022-05-01 | 329.394029297501 |
| 2022-06-01 | 330.013081345181 |
| 2022-07-01 | 332.024907798035 |
| 2022-08-01 | 332.543777076221 |
| 2022-09-01 | 331.933219826720 |
| 2022-10-01 | 331.456867328019 |
| 2022-11-01 | 331.093107153341 |
| 2022-12-01 | 332.200559537930 |
| 2023-01-01 | 334.416238048389 |
| 2023-02-01 | 333.794045645526 |
| 2023-03-01 | 334.303713768061 |
| 2023-04-01 | 334.496062634219 |
| 2023-05-01 | 334.235639490146 |
| 2023-06-01 | 335.403671898945 |
| 2023-07-01 | 333.452837806103 |
| 2023-08-01 | 333.295071232686 |
| 2023-09-01 | 334.853814022112 |
| 2023-10-01 | 334.536945789997 |
| 2023-11-01 | 335.143383662578 |
| 2023-12-01 | 336.526703897918 |
| 2024-01-01 | 337.595399249062 |
| 2024-02-01 | 337.958193049356 |
| 2024-03-01 | 339.274293248714 |
| 2024-04-01 | 339.802689934813 |
| 2024-05-01 | 341.229810959892 |
| 2024-06-01 | 341.282921460253 |
| 2024-07-01 | 341.850905195366 |
| 2024-08-01 | 343.115031573664 |
| 2024-09-01 | 343.510485793578 |
| 2024-10-01 | 343.535573217872 |
| 2024-11-01 | 343.808185461911 |
| 2024-12-01 | 344.401400761490 |
| 2025-01-01 | 344.771929927956 |
| 2025-02-01 | 346.039519032734 |
| 2025-03-01 | 346.655828397567 |
| 2025-04-01 | 346.583625339815 |
| 2025-05-01 | 347.246384219444 |
| 2025-06-01 | 348.169445155636 |
| 2025-07-01 | 348.493455733708 |
| 2025-08-01 | 349.159216668951 |
| 2025-09-01 | 348.898034085530 |
| 2025-10-01 | 349.516744992240 |
| 2025-11-01 | 349.621099178437 |
| 2025-12-01 | 349.992491927514 |
| 2026-01-01 | 349.919702762383 |
| 2026-02-01 | 348.324012983798 |
| 2026-03-01 | 349.666195994798 |
| 2026-04-01 | 351.008337281025 |
| 2026-05-01 | 351.383108973625 |
| 2026-06-01 | 352.643615933924 |