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 2026-07-01 |
| Last Updated | 2026-08-21 6:46 PM 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 | 206.384309485979 |
| 1990-02-01 | 205.892249035664 |
| 1990-03-01 | 206.637660122080 |
| 1990-04-01 | 206.202385173911 |
| 1990-05-01 | 206.547964214286 |
| 1990-06-01 | 207.293780881944 |
| 1990-07-01 | 207.315991445484 |
| 1990-08-01 | 207.958465470519 |
| 1990-09-01 | 207.693059406697 |
| 1990-10-01 | 208.357792596247 |
| 1990-11-01 | 207.961093366063 |
| 1990-12-01 | 207.725974030857 |
| 1991-01-01 | 207.372938288578 |
| 1991-02-01 | 207.438617552895 |
| 1991-03-01 | 207.224850163979 |
| 1991-04-01 | 205.760751580667 |
| 1991-05-01 | 206.239055692463 |
| 1991-06-01 | 207.954052054958 |
| 1991-07-01 | 207.618207503260 |
| 1991-08-01 | 207.987618124681 |
| 1991-09-01 | 207.876696980123 |
| 1991-10-01 | 205.588253145396 |
| 1991-11-01 | 206.318652974878 |
| 1991-12-01 | 207.187159757826 |
| 1992-01-01 | 207.128629863188 |
| 1992-02-01 | 207.845732968437 |
| 1992-03-01 | 207.572456299558 |
| 1992-04-01 | 209.009036596084 |
| 1992-05-01 | 209.086405613322 |
| 1992-06-01 | 207.947340615909 |
| 1992-07-01 | 208.847926870772 |
| 1992-08-01 | 208.618621063119 |
| 1992-09-01 | 208.709248235394 |
| 1992-10-01 | 210.025477798239 |
| 1992-11-01 | 210.501564953919 |
| 1992-12-01 | 210.457079022720 |
| 1993-01-01 | 211.730486976773 |
| 1993-02-01 | 213.224977139326 |
| 1993-03-01 | 211.250588567888 |
| 1993-04-01 | 212.516318800430 |
| 1993-05-01 | 213.403139638423 |
| 1993-06-01 | 213.134750498129 |
| 1993-07-01 | 212.683774617041 |
| 1993-08-01 | 213.097202686755 |
| 1993-09-01 | 214.061631323256 |
| 1993-10-01 | 215.302158232621 |
| 1993-11-01 | 216.057668647002 |
| 1993-12-01 | 216.562800919423 |
| 1994-01-01 | 214.318726409330 |
| 1994-02-01 | 215.161867651321 |
| 1994-03-01 | 216.506181235512 |
| 1994-04-01 | 217.121945975552 |
| 1994-05-01 | 216.732682977889 |
| 1994-06-01 | 217.827295282429 |
| 1994-07-01 | 219.782652890259 |
| 1994-08-01 | 220.553605097707 |
| 1994-09-01 | 219.997924860455 |
| 1994-10-01 | 218.990174261050 |
| 1994-11-01 | 219.604562543488 |
| 1994-12-01 | 219.620706736606 |
| 1995-01-01 | 219.520842551057 |
| 1995-02-01 | 219.943492878187 |
| 1995-03-01 | 221.038918822161 |
| 1995-04-01 | 220.141450853032 |
| 1995-05-01 | 220.319908232427 |
| 1995-06-01 | 220.739403157746 |
| 1995-07-01 | 220.236474082993 |
| 1995-08-01 | 219.952672053500 |
| 1995-09-01 | 221.783376702254 |
| 1995-10-01 | 222.091042104467 |
| 1995-11-01 | 222.653702618985 |
| 1995-12-01 | 223.496740573816 |
| 1996-01-01 | 220.866603835786 |
| 1996-02-01 | 223.925632187203 |
| 1996-03-01 | 223.720858648627 |
| 1996-04-01 | 224.733592606825 |
| 1996-05-01 | 224.962227026626 |
| 1996-06-01 | 225.010396457475 |
| 1996-07-01 | 224.860137306551 |
| 1996-08-01 | 225.669774040592 |
| 1996-09-01 | 226.188163955936 |
| 1996-10-01 | 226.730348122891 |
| 1996-11-01 | 227.326572812886 |
| 1996-12-01 | 227.497878085804 |
| 1997-01-01 | 228.540446290214 |
| 1997-02-01 | 228.997464591081 |
| 1997-03-01 | 228.997282894432 |
| 1997-04-01 | 229.184445542629 |
| 1997-05-01 | 230.293667539591 |
| 1997-06-01 | 230.777097808824 |
| 1997-07-01 | 231.232447632936 |
| 1997-08-01 | 231.449194571702 |
| 1997-09-01 | 231.371636633712 |
| 1997-10-01 | 234.346247802636 |
| 1997-11-01 | 234.291027075390 |
| 1997-12-01 | 235.126262465794 |
| 1998-01-01 | 236.000815405442 |
| 1998-02-01 | 236.795803066807 |
| 1998-03-01 | 237.725670120019 |
| 1998-04-01 | 238.520926661143 |
| 1998-05-01 | 240.412620811088 |
| 1998-06-01 | 238.565321281521 |
| 1998-07-01 | 239.642797213471 |
| 1998-08-01 | 240.257302185144 |
| 1998-09-01 | 240.275816991955 |
| 1998-10-01 | 240.086474627798 |
| 1998-11-01 | 240.314211594145 |
| 1998-12-01 | 240.619839388109 |
| 1999-01-01 | 239.626689243415 |
| 1999-02-01 | 242.282812420027 |
| 1999-03-01 | 242.542568899422 |
| 1999-04-01 | 243.886484780822 |
| 1999-05-01 | 243.967284034018 |
| 1999-06-01 | 244.963979963365 |
| 1999-07-01 | 246.528000004706 |
| 1999-08-01 | 248.191292429335 |
| 1999-09-01 | 246.983390468652 |
| 1999-10-01 | 248.084575212848 |
| 1999-11-01 | 248.446880604913 |
| 1999-12-01 | 249.453475868563 |
| 2000-01-01 | 249.969935577308 |
| 2000-02-01 | 251.084192437380 |
| 2000-03-01 | 251.322336889919 |
| 2000-04-01 | 252.458229854064 |
| 2000-05-01 | 253.740025883751 |
| 2000-06-01 | 254.941469144313 |
| 2000-07-01 | 255.708369219396 |
| 2000-08-01 | 255.184568488984 |
| 2000-09-01 | 253.376699620164 |
| 2000-10-01 | 254.927230268674 |
| 2000-11-01 | 255.871991162608 |
| 2000-12-01 | 256.522002022466 |
| 2001-01-01 | 256.957501135803 |
| 2001-02-01 | 256.813438153486 |
| 2001-03-01 | 257.470961835857 |
| 2001-04-01 | 255.540072446370 |
| 2001-05-01 | 256.062694686690 |
| 2001-06-01 | 256.998787656282 |
| 2001-07-01 | 257.194281809861 |
| 2001-08-01 | 258.498018989685 |
| 2001-09-01 | 256.496899602577 |
| 2001-10-01 | 256.773738961512 |
| 2001-11-01 | 257.111081352254 |
| 2001-12-01 | 257.256813500900 |
| 2002-01-01 | 257.942549944892 |
| 2002-02-01 | 257.689756893668 |
| 2002-03-01 | 258.603535084339 |
| 2002-04-01 | 257.714994899659 |
| 2002-05-01 | 258.266428185884 |
| 2002-06-01 | 258.278940452337 |
| 2002-07-01 | 260.337383746200 |
| 2002-08-01 | 261.805373148139 |
| 2002-09-01 | 262.500713111308 |
| 2002-10-01 | 262.605269241110 |
| 2002-11-01 | 262.525199001078 |
| 2002-12-01 | 263.323031200649 |
| 2003-01-01 | 265.336390175788 |
| 2003-02-01 | 264.484525412510 |
| 2003-03-01 | 264.612243516290 |
| 2003-04-01 | 265.660786525676 |
| 2003-05-01 | 266.529848579350 |
| 2003-06-01 | 266.501288623068 |
| 2003-07-01 | 265.112057564035 |
| 2003-08-01 | 266.037726071343 |
| 2003-09-01 | 269.081398719289 |
| 2003-10-01 | 269.605998120688 |
| 2003-11-01 | 270.325940652807 |
| 2003-12-01 | 270.753697221954 |
| 2004-01-01 | 269.829426726624 |
| 2004-02-01 | 270.616164138814 |
| 2004-03-01 | 271.142061360899 |
| 2004-04-01 | 271.923564972958 |
| 2004-05-01 | 272.022029922344 |
| 2004-06-01 | 272.523885516888 |
| 2004-07-01 | 270.745013898384 |
| 2004-08-01 | 270.457149135526 |
| 2004-09-01 | 271.272015209590 |
| 2004-10-01 | 273.638997710765 |
| 2004-11-01 | 273.199691922601 |
| 2004-12-01 | 272.834643232571 |
| 2005-01-01 | 273.467920686943 |
| 2005-02-01 | 275.063568440352 |
| 2005-03-01 | 274.805101603453 |
| 2005-04-01 | 277.641135165007 |
| 2005-05-01 | 277.170521377582 |
| 2005-06-01 | 277.181579812037 |
| 2005-07-01 | 278.680825503712 |
| 2005-08-01 | 277.975171036932 |
| 2005-09-01 | 278.960840635547 |
| 2005-10-01 | 278.807608170104 |
| 2005-11-01 | 279.742026750476 |
| 2005-12-01 | 279.988012266310 |
| 2006-01-01 | 281.556349161852 |
| 2006-02-01 | 282.024383589729 |
| 2006-03-01 | 283.332511296217 |
| 2006-04-01 | 283.442632932896 |
| 2006-05-01 | 283.330065328966 |
| 2006-06-01 | 283.651221352809 |
| 2006-07-01 | 283.883788797152 |
| 2006-08-01 | 285.366074184659 |
| 2006-09-01 | 286.373646191930 |
| 2006-10-01 | 286.167913223341 |
| 2006-11-01 | 286.232779550011 |
| 2006-12-01 | 286.537045289834 |
| 2007-01-01 | 286.422660373272 |
| 2007-02-01 | 286.019281705142 |
| 2007-03-01 | 287.078242175921 |
| 2007-04-01 | 286.078521164499 |
| 2007-05-01 | 287.225566674023 |
| 2007-06-01 | 288.365156701539 |
| 2007-07-01 | 288.198674427709 |
| 2007-08-01 | 288.201718877116 |
| 2007-09-01 | 288.321328566109 |
| 2007-10-01 | 289.493274055420 |
| 2007-11-01 | 289.536925949427 |
| 2007-12-01 | 289.919267823781 |
| 2008-01-01 | 289.583388071135 |
| 2008-02-01 | 289.214122903515 |
| 2008-03-01 | 288.837158972776 |
| 2008-04-01 | 288.251946049926 |
| 2008-05-01 | 288.582852460919 |
| 2008-06-01 | 288.838429165568 |
| 2008-07-01 | 289.606654379258 |
| 2008-08-01 | 289.501661286597 |
| 2008-09-01 | 288.194746561678 |
| 2008-10-01 | 287.939889006631 |
| 2008-11-01 | 286.266775901865 |
| 2008-12-01 | 286.729784696561 |
| 2009-01-01 | 285.568087414502 |
| 2009-02-01 | 285.265068918563 |
| 2009-03-01 | 284.175291585396 |
| 2009-04-01 | 282.500586641062 |
| 2009-05-01 | 284.393176053731 |
| 2009-06-01 | 283.560338081366 |
| 2009-07-01 | 284.087070996721 |
| 2009-08-01 | 284.331815791666 |
| 2009-09-01 | 283.602786268271 |
| 2009-10-01 | 284.194092790070 |
| 2009-11-01 | 284.557790070188 |
| 2009-12-01 | 284.010844161877 |
| 2010-01-01 | 284.291183669180 |
| 2010-02-01 | 284.643177056572 |
| 2010-03-01 | 285.445611465061 |
| 2010-04-01 | 286.015247036315 |
| 2010-05-01 | 287.029794509131 |
| 2010-06-01 | 286.348795582241 |
| 2010-07-01 | 285.685300209103 |
| 2010-08-01 | 286.119858874214 |
| 2010-09-01 | 286.508379115216 |
| 2010-10-01 | 287.169273918199 |
| 2010-11-01 | 287.861370838441 |
| 2010-12-01 | 290.160974710662 |
| 2011-01-01 | 288.545980086412 |
| 2011-02-01 | 289.438419875941 |
| 2011-03-01 | 290.007890516023 |
| 2011-04-01 | 291.386429987332 |
| 2011-05-01 | 291.814578613297 |
| 2011-06-01 | 292.438978566593 |
| 2011-07-01 | 293.289908958974 |
| 2011-08-01 | 293.090954251341 |
| 2011-09-01 | 293.796049495754 |
| 2011-10-01 | 293.901240182160 |
| 2011-11-01 | 294.044227358993 |
| 2011-12-01 | 295.733208371715 |
| 2012-01-01 | 296.249618851697 |
| 2012-02-01 | 297.785194492536 |
| 2012-03-01 | 298.176452680307 |
| 2012-04-01 | 297.916475115482 |
| 2012-05-01 | 297.611679145573 |
| 2012-06-01 | 297.366114967882 |
| 2012-07-01 | 296.713481387288 |
| 2012-08-01 | 297.158002160927 |
| 2012-09-01 | 298.204227201957 |
| 2012-10-01 | 297.800237791875 |
| 2012-11-01 | 297.842110520223 |
| 2012-12-01 | 297.945689340026 |
| 2013-01-01 | 299.357034449876 |
| 2013-02-01 | 299.742845812251 |
| 2013-03-01 | 299.717329386714 |
| 2013-04-01 | 299.746484698500 |
| 2013-05-01 | 299.798702061581 |
| 2013-06-01 | 300.925186676934 |
| 2013-07-01 | 301.120964919124 |
| 2013-08-01 | 301.796373983555 |
| 2013-09-01 | 301.701753690007 |
| 2013-10-01 | 300.596197909868 |
| 2013-11-01 | 301.368334326103 |
| 2013-12-01 | 300.880364146482 |
| 2014-01-01 | 301.656808039365 |
| 2014-02-01 | 300.786009718601 |
| 2014-03-01 | 301.409811278245 |
| 2014-04-01 | 302.984295632616 |
| 2014-05-01 | 304.143004603373 |
| 2014-06-01 | 304.399977801260 |
| 2014-07-01 | 303.513449770042 |
| 2014-08-01 | 304.637292191223 |
| 2014-09-01 | 305.051578003943 |
| 2014-10-01 | 306.348983359019 |
| 2014-11-01 | 306.372315170997 |
| 2014-12-01 | 307.682024221535 |
| 2015-01-01 | 306.044863206624 |
| 2015-02-01 | 305.897652704041 |
| 2015-03-01 | 305.875594023517 |
| 2015-04-01 | 306.683126507827 |
| 2015-05-01 | 308.015496792971 |
| 2015-06-01 | 308.154770952877 |
| 2015-07-01 | 309.899014505740 |
| 2015-08-01 | 310.469239415673 |
| 2015-09-01 | 310.357125539932 |
| 2015-10-01 | 311.673231939374 |
| 2015-11-01 | 312.361173400809 |
| 2015-12-01 | 313.531908754597 |
| 2016-01-01 | 312.246134385864 |
| 2016-02-01 | 313.066087173280 |
| 2016-03-01 | 314.570013539142 |
| 2016-04-01 | 314.349471420832 |
| 2016-05-01 | 314.079467222443 |
| 2016-06-01 | 314.065526789777 |
| 2016-07-01 | 316.778660591256 |
| 2016-08-01 | 316.567731097012 |
| 2016-09-01 | 317.851356915476 |
| 2016-10-01 | 318.128646845714 |
| 2016-11-01 | 318.016643306085 |
| 2016-12-01 | 318.232880014846 |
| 2017-01-01 | 318.534670610745 |
| 2017-02-01 | 318.393459374943 |
| 2017-03-01 | 318.269895984258 |
| 2017-04-01 | 318.483491762143 |
| 2017-05-01 | 318.812781668290 |
| 2017-06-01 | 318.981240001909 |
| 2017-07-01 | 319.431541087345 |
| 2017-08-01 | 319.169955783671 |
| 2017-09-01 | 320.607844877773 |
| 2017-10-01 | 319.571981852067 |
| 2017-11-01 | 319.980809310064 |
| 2017-12-01 | 320.194950876190 |
| 2018-01-01 | 320.504258551754 |
| 2018-02-01 | 321.918677981709 |
| 2018-03-01 | 321.440290972035 |
| 2018-04-01 | 323.000610248366 |
| 2018-05-01 | 323.311320344257 |
| 2018-06-01 | 323.531970757661 |
| 2018-07-01 | 322.547087425893 |
| 2018-08-01 | 323.119749150282 |
| 2018-09-01 | 323.394751957041 |
| 2018-10-01 | 323.928253887974 |
| 2018-11-01 | 323.853715882669 |
| 2018-12-01 | 324.283784116379 |
| 2019-01-01 | 325.269992015450 |
| 2019-02-01 | 325.161661725799 |
| 2019-03-01 | 326.426354415763 |
| 2019-04-01 | 326.412739934348 |
| 2019-05-01 | 327.180884248550 |
| 2019-06-01 | 327.245910423458 |
| 2019-07-01 | 327.566680704842 |
| 2019-08-01 | 328.718924147590 |
| 2019-09-01 | 327.743291051680 |
| 2019-10-01 | 327.867278023517 |
| 2019-11-01 | 328.837401823678 |
| 2019-12-01 | 329.633398200654 |
| 2020-01-01 | 329.195720470509 |
| 2020-02-01 | 328.998559755415 |
| 2020-03-01 | 326.537934183315 |
| 2020-04-01 | 266.459760915645 |
| 2020-05-01 | 276.422206586781 |
| 2020-06-01 | 287.000018529247 |
| 2020-07-01 | 298.513844893562 |
| 2020-08-01 | 300.436053529546 |
| 2020-09-01 | 303.482330613862 |
| 2020-10-01 | 307.516027514909 |
| 2020-11-01 | 308.012861267748 |
| 2020-12-01 | 308.064947194246 |
| 2021-01-01 | 309.631800939010 |
| 2021-02-01 | 311.358648374403 |
| 2021-03-01 | 313.346854483057 |
| 2021-04-01 | 313.887539959078 |
| 2021-05-01 | 314.469186628011 |
| 2021-06-01 | 316.159550090657 |
| 2021-07-01 | 318.576325333000 |
| 2021-08-01 | 318.788813324455 |
| 2021-09-01 | 319.113330807795 |
| 2021-10-01 | 322.545018620284 |
| 2021-11-01 | 322.939226044890 |
| 2021-12-01 | 324.093076849573 |
| 2022-01-01 | 323.411987464713 |
| 2022-02-01 | 326.517603944329 |
| 2022-03-01 | 327.397968852686 |
| 2022-04-01 | 329.034598553890 |
| 2022-05-01 | 329.412466896392 |
| 2022-06-01 | 330.058794777565 |
| 2022-07-01 | 332.028920000424 |
| 2022-08-01 | 332.533014525471 |
| 2022-09-01 | 331.911899168489 |
| 2022-10-01 | 331.436729565094 |
| 2022-11-01 | 331.067751602409 |
| 2022-12-01 | 332.189541827982 |
| 2023-01-01 | 334.369919506620 |
| 2023-02-01 | 333.806519690604 |
| 2023-03-01 | 334.327061369150 |
| 2023-04-01 | 334.533188746771 |
| 2023-05-01 | 334.284318182493 |
| 2023-06-01 | 335.504873102809 |
| 2023-07-01 | 333.411141575728 |
| 2023-08-01 | 333.251349292114 |
| 2023-09-01 | 334.807262135110 |
| 2023-10-01 | 334.496430042764 |
| 2023-11-01 | 335.103621136814 |
| 2023-12-01 | 336.511234980291 |
| 2024-01-01 | 337.556253752945 |
| 2024-02-01 | 337.986647970091 |
| 2024-03-01 | 339.317074005407 |
| 2024-04-01 | 339.866937207645 |
| 2024-05-01 | 341.313573726095 |
| 2024-06-01 | 341.440590926759 |
| 2024-07-01 | 341.752635623129 |
| 2024-08-01 | 343.029367491237 |
| 2024-09-01 | 343.434197842904 |
| 2024-10-01 | 343.471365147831 |
| 2024-11-01 | 343.754591146222 |
| 2024-12-01 | 344.380756375338 |
| 2025-01-01 | 344.747687605844 |
| 2025-02-01 | 346.084795442629 |
| 2025-03-01 | 346.717525199438 |
| 2025-04-01 | 346.674509450587 |
| 2025-05-01 | 347.368471960304 |
| 2025-06-01 | 348.387712393922 |
| 2025-07-01 | 348.327984568382 |
| 2025-08-01 | 349.030960909521 |
| 2025-09-01 | 348.794371653236 |
| 2025-10-01 | 349.431394938463 |
| 2025-11-01 | 349.556490734470 |
| 2025-12-01 | 349.971799648627 |
| 2026-01-01 | 349.914952608870 |
| 2026-02-01 | 348.382761201200 |
| 2026-03-01 | 349.745021779568 |
| 2026-04-01 | 351.122613427104 |
| 2026-05-01 | 351.532269196700 |
| 2026-06-01 | 352.685525846892 |
| 2026-07-01 | 353.970288040191 |