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 2026-04-01 |
| Last Updated | 2026-05-26 1:09 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 | 206.384225695867 |
| 1990-02-01 | 205.892377055284 |
| 1990-03-01 | 206.637831806173 |
| 1990-04-01 | 206.202461190262 |
| 1990-05-01 | 206.547935228355 |
| 1990-06-01 | 207.293736109253 |
| 1990-07-01 | 207.315957396987 |
| 1990-08-01 | 207.958454755003 |
| 1990-09-01 | 207.693059852529 |
| 1990-10-01 | 208.357852220039 |
| 1990-11-01 | 207.961055079836 |
| 1990-12-01 | 207.725874500009 |
| 1991-01-01 | 207.372689259552 |
| 1991-02-01 | 207.438751054221 |
| 1991-03-01 | 207.225070397965 |
| 1991-04-01 | 205.760810396798 |
| 1991-05-01 | 206.239050327727 |
| 1991-06-01 | 207.954010384824 |
| 1991-07-01 | 207.618196413484 |
| 1991-08-01 | 207.987611725932 |
| 1991-09-01 | 207.876742731758 |
| 1991-10-01 | 205.588339135319 |
| 1991-11-01 | 206.318629610568 |
| 1991-12-01 | 207.187048905613 |
| 1992-01-01 | 207.128157464985 |
| 1992-02-01 | 207.845816000788 |
| 1992-03-01 | 207.572773128958 |
| 1992-04-01 | 209.009085623349 |
| 1992-05-01 | 209.086444093593 |
| 1992-06-01 | 207.947311804209 |
| 1992-07-01 | 208.847954931265 |
| 1992-08-01 | 208.618653887015 |
| 1992-09-01 | 208.709341575063 |
| 1992-10-01 | 210.025613002286 |
| 1992-11-01 | 210.501636501985 |
| 1992-12-01 | 210.457102032285 |
| 1993-01-01 | 211.729241023592 |
| 1993-02-01 | 213.225135522460 |
| 1993-03-01 | 211.251057411986 |
| 1993-04-01 | 212.516387721608 |
| 1993-05-01 | 213.403246245967 |
| 1993-06-01 | 213.134774695254 |
| 1993-07-01 | 212.683856961062 |
| 1993-08-01 | 213.097265415834 |
| 1993-09-01 | 214.061779079491 |
| 1993-10-01 | 215.302337325186 |
| 1993-11-01 | 216.057820987612 |
| 1993-12-01 | 216.562916544997 |
| 1994-01-01 | 214.316790433390 |
| 1994-02-01 | 215.162082473482 |
| 1994-03-01 | 216.506780189532 |
| 1994-04-01 | 217.122035905743 |
| 1994-05-01 | 216.732846883292 |
| 1994-06-01 | 217.827383455338 |
| 1994-07-01 | 219.782786296206 |
| 1994-08-01 | 220.553712573396 |
| 1994-09-01 | 219.998101564904 |
| 1994-10-01 | 218.990390712896 |
| 1994-11-01 | 219.604797473713 |
| 1994-12-01 | 219.620953341574 |
| 1995-01-01 | 219.518250746342 |
| 1995-02-01 | 219.943776073571 |
| 1995-03-01 | 221.039550589357 |
| 1995-04-01 | 220.141594952269 |
| 1995-05-01 | 220.320134857456 |
| 1995-06-01 | 220.739578189365 |
| 1995-07-01 | 220.236637143738 |
| 1995-08-01 | 219.952773567386 |
| 1995-09-01 | 221.783560534344 |
| 1995-10-01 | 222.091259233209 |
| 1995-11-01 | 222.653922908159 |
| 1995-12-01 | 223.496961688402 |
| 1996-01-01 | 220.864070924114 |
| 1996-02-01 | 223.925849745643 |
| 1996-03-01 | 223.721404047540 |
| 1996-04-01 | 224.733778227180 |
| 1996-05-01 | 224.962470869687 |
| 1996-06-01 | 225.010617505908 |
| 1996-07-01 | 224.860301095051 |
| 1996-08-01 | 225.669886675087 |
| 1996-09-01 | 226.188305346829 |
| 1996-10-01 | 226.730541891478 |
| 1996-11-01 | 227.326784559466 |
| 1996-12-01 | 227.498137874586 |
| 1997-01-01 | 228.538002542925 |
| 1997-02-01 | 228.997704128294 |
| 1997-03-01 | 228.997699534085 |
| 1997-04-01 | 229.184655072342 |
| 1997-05-01 | 230.293891648111 |
| 1997-06-01 | 230.777351025344 |
| 1997-07-01 | 231.232592375327 |
| 1997-08-01 | 231.449276107174 |
| 1997-09-01 | 231.371728129492 |
| 1997-10-01 | 234.346388313474 |
| 1997-11-01 | 234.291149830290 |
| 1997-12-01 | 235.126400823089 |
| 1998-01-01 | 235.999081848160 |
| 1998-02-01 | 236.795957045538 |
| 1998-03-01 | 237.725918947638 |
| 1998-04-01 | 238.521107386307 |
| 1998-05-01 | 240.412795533256 |
| 1998-06-01 | 238.565543653020 |
| 1998-07-01 | 239.642905907851 |
| 1998-08-01 | 240.257364889248 |
| 1998-09-01 | 240.275859097872 |
| 1998-10-01 | 240.086560082784 |
| 1998-11-01 | 240.314263077520 |
| 1998-12-01 | 240.619889846922 |
| 1999-01-01 | 239.625672884615 |
| 1999-02-01 | 242.282887610740 |
| 1999-03-01 | 242.542670757488 |
| 1999-04-01 | 243.886621112460 |
| 1999-05-01 | 243.967406279241 |
| 1999-06-01 | 244.964153022043 |
| 1999-07-01 | 246.528071469881 |
| 1999-08-01 | 248.191312855218 |
| 1999-09-01 | 246.983408776017 |
| 1999-10-01 | 248.084612249077 |
| 1999-11-01 | 248.446859510963 |
| 1999-12-01 | 249.453414487981 |
| 2000-01-01 | 249.969615605921 |
| 2000-02-01 | 251.084146951999 |
| 2000-03-01 | 251.322349611442 |
| 2000-04-01 | 252.458313764358 |
| 2000-05-01 | 253.740097956343 |
| 2000-06-01 | 254.941563844242 |
| 2000-07-01 | 255.708410582988 |
| 2000-08-01 | 255.184585882465 |
| 2000-09-01 | 253.376697332458 |
| 2000-10-01 | 254.927238304134 |
| 2000-11-01 | 255.871982570196 |
| 2000-12-01 | 256.521987488207 |
| 2001-01-01 | 256.957316083088 |
| 2001-02-01 | 256.813431676599 |
| 2001-03-01 | 257.470971738579 |
| 2001-04-01 | 255.540117541315 |
| 2001-05-01 | 256.062721771757 |
| 2001-06-01 | 256.998834650883 |
| 2001-07-01 | 257.194307207122 |
| 2001-08-01 | 258.498025771795 |
| 2001-09-01 | 256.496893539042 |
| 2001-10-01 | 256.773733433344 |
| 2001-11-01 | 257.111077735752 |
| 2001-12-01 | 257.256811989280 |
| 2002-01-01 | 257.942462888438 |
| 2002-02-01 | 257.689758895880 |
| 2002-03-01 | 258.603539618944 |
| 2002-04-01 | 257.715023004266 |
| 2002-05-01 | 258.266437337094 |
| 2002-06-01 | 258.278954693553 |
| 2002-07-01 | 260.337399838217 |
| 2002-08-01 | 261.805375980555 |
| 2002-09-01 | 262.500710527928 |
| 2002-10-01 | 262.605266028631 |
| 2002-11-01 | 262.525192450694 |
| 2002-12-01 | 263.323020260944 |
| 2003-01-01 | 265.336374380592 |
| 2003-02-01 | 264.484516966697 |
| 2003-03-01 | 264.612241552583 |
| 2003-04-01 | 265.660804204309 |
| 2003-05-01 | 266.529853272135 |
| 2003-06-01 | 266.501296607360 |
| 2003-07-01 | 265.112064951198 |
| 2003-08-01 | 266.037724157096 |
| 2003-09-01 | 269.081396280113 |
| 2003-10-01 | 269.605995687136 |
| 2003-11-01 | 270.325937396573 |
| 2003-12-01 | 270.753693463253 |
| 2004-01-01 | 269.829419767150 |
| 2004-02-01 | 270.616162333072 |
| 2004-03-01 | 271.142061215487 |
| 2004-04-01 | 271.923573483983 |
| 2004-05-01 | 272.022031389346 |
| 2004-06-01 | 272.523890158459 |
| 2004-07-01 | 270.745014759474 |
| 2004-08-01 | 270.457146667614 |
| 2004-09-01 | 271.272013800863 |
| 2004-10-01 | 273.638996756353 |
| 2004-11-01 | 273.199690889209 |
| 2004-12-01 | 272.834642600273 |
| 2005-01-01 | 273.467918038818 |
| 2005-02-01 | 275.063568903070 |
| 2005-03-01 | 274.805102580318 |
| 2005-04-01 | 277.641136336519 |
| 2005-05-01 | 277.170522284800 |
| 2005-06-01 | 277.181582245463 |
| 2005-07-01 | 278.680826017274 |
| 2005-08-01 | 277.975167969748 |
| 2005-09-01 | 278.960840436234 |
| 2005-10-01 | 278.807608419370 |
| 2005-11-01 | 279.742026481009 |
| 2005-12-01 | 279.988012193483 |
| 2006-01-01 | 281.556348048353 |
| 2006-02-01 | 282.024383841408 |
| 2006-03-01 | 283.332511663800 |
| 2006-04-01 | 283.442633512096 |
| 2006-05-01 | 283.330065903227 |
| 2006-06-01 | 283.651221835366 |
| 2006-07-01 | 283.883789270547 |
| 2006-08-01 | 285.366072317037 |
| 2006-09-01 | 286.373646149939 |
| 2006-10-01 | 286.167913545526 |
| 2006-11-01 | 286.232779525545 |
| 2006-12-01 | 286.537045265674 |
| 2007-01-01 | 286.422660376323 |
| 2007-02-01 | 286.019281698307 |
| 2007-03-01 | 287.078242186922 |
| 2007-04-01 | 286.078521315485 |
| 2007-05-01 | 287.225566853325 |
| 2007-06-01 | 288.365156869691 |
| 2007-07-01 | 288.198674557570 |
| 2007-08-01 | 288.201718132822 |
| 2007-09-01 | 288.321328589437 |
| 2007-10-01 | 289.493274252673 |
| 2007-11-01 | 289.536925959621 |
| 2007-12-01 | 289.919267772048 |
| 2008-01-01 | 289.583388083212 |
| 2008-02-01 | 289.214122910390 |
| 2008-03-01 | 288.837158968432 |
| 2008-04-01 | 288.251946033992 |
| 2008-05-01 | 288.582852520735 |
| 2008-06-01 | 288.838429223243 |
| 2008-07-01 | 289.606654422601 |
| 2008-08-01 | 289.501661354631 |
| 2008-09-01 | 288.194746644083 |
| 2008-10-01 | 287.939889042163 |
| 2008-11-01 | 286.266775728294 |
| 2008-12-01 | 286.729784479962 |
| 2009-01-01 | 285.568087304879 |
| 2009-02-01 | 285.265068866292 |
| 2009-03-01 | 284.175291561732 |
| 2009-04-01 | 282.500586505653 |
| 2009-05-01 | 284.393176120468 |
| 2009-06-01 | 283.560338359659 |
| 2009-07-01 | 284.087071416212 |
| 2009-08-01 | 284.331816167648 |
| 2009-09-01 | 283.602786529642 |
| 2009-10-01 | 284.194092899975 |
| 2009-11-01 | 284.557789795608 |
| 2009-12-01 | 284.010842211624 |
| 2010-01-01 | 284.291183780078 |
| 2010-02-01 | 284.643177273043 |
| 2010-03-01 | 285.445611635017 |
| 2010-04-01 | 286.015247014167 |
| 2010-05-01 | 287.029794879472 |
| 2010-06-01 | 286.348796287029 |
| 2010-07-01 | 285.685301021958 |
| 2010-08-01 | 286.119859306087 |
| 2010-09-01 | 286.508378857224 |
| 2010-10-01 | 287.169273272981 |
| 2010-11-01 | 287.861369899894 |
| 2010-12-01 | 290.160971190038 |
| 2011-01-01 | 288.545981472261 |
| 2011-02-01 | 289.438422952471 |
| 2011-03-01 | 290.007892247420 |
| 2011-04-01 | 291.386430077609 |
| 2011-05-01 | 291.814577207851 |
| 2011-06-01 | 292.438976348990 |
| 2011-07-01 | 293.289911350217 |
| 2011-08-01 | 293.090952758626 |
| 2011-09-01 | 293.796047876904 |
| 2011-10-01 | 293.901238905274 |
| 2011-11-01 | 294.044227643378 |
| 2011-12-01 | 295.733205266125 |
| 2012-01-01 | 296.249625194824 |
| 2012-02-01 | 297.785202791027 |
| 2012-03-01 | 298.176462617377 |
| 2012-04-01 | 297.916469750790 |
| 2012-05-01 | 297.611666224256 |
| 2012-06-01 | 297.366100898000 |
| 2012-07-01 | 296.713482009149 |
| 2012-08-01 | 297.158002074839 |
| 2012-09-01 | 298.204232430365 |
| 2012-10-01 | 297.800242966524 |
| 2012-11-01 | 297.842114972515 |
| 2012-12-01 | 297.945684272213 |
| 2013-01-01 | 299.357054192157 |
| 2013-02-01 | 299.742858375142 |
| 2013-03-01 | 299.717348159264 |
| 2013-04-01 | 299.746480038288 |
| 2013-05-01 | 299.798648013927 |
| 2013-06-01 | 300.925145902289 |
| 2013-07-01 | 301.120950421335 |
| 2013-08-01 | 301.796396901440 |
| 2013-09-01 | 301.701786161451 |
| 2013-10-01 | 300.596225122214 |
| 2013-11-01 | 301.368349393743 |
| 2013-12-01 | 300.880354129344 |
| 2014-01-01 | 301.656835167805 |
| 2014-02-01 | 300.786022099827 |
| 2014-03-01 | 301.409826660400 |
| 2014-04-01 | 302.984273081484 |
| 2014-05-01 | 304.142905853816 |
| 2014-06-01 | 304.399912119115 |
| 2014-07-01 | 303.513400098497 |
| 2014-08-01 | 304.637297427868 |
| 2014-09-01 | 305.051844628112 |
| 2014-10-01 | 306.348946807004 |
| 2014-11-01 | 306.372265288641 |
| 2014-12-01 | 307.681976476151 |
| 2015-01-01 | 306.044926906648 |
| 2015-02-01 | 305.897747196788 |
| 2015-03-01 | 305.875709836777 |
| 2015-04-01 | 306.683143005863 |
| 2015-05-01 | 308.015281298088 |
| 2015-06-01 | 308.154515706671 |
| 2015-07-01 | 309.898766660230 |
| 2015-08-01 | 310.469171929100 |
| 2015-09-01 | 310.357689275377 |
| 2015-10-01 | 311.673221016553 |
| 2015-11-01 | 312.361117365015 |
| 2015-12-01 | 313.531852041834 |
| 2016-01-01 | 312.246301723249 |
| 2016-02-01 | 313.066426883392 |
| 2016-03-01 | 314.570424429507 |
| 2016-04-01 | 314.349583107383 |
| 2016-05-01 | 314.078953387286 |
| 2016-06-01 | 314.064709617335 |
| 2016-07-01 | 316.777862283299 |
| 2016-08-01 | 316.567392035132 |
| 2016-09-01 | 317.852318812401 |
| 2016-10-01 | 318.128979015806 |
| 2016-11-01 | 318.017068440502 |
| 2016-12-01 | 318.232168669314 |
| 2017-01-01 | 318.535367767495 |
| 2017-02-01 | 318.394243096574 |
| 2017-03-01 | 318.271106243352 |
| 2017-04-01 | 318.484586461673 |
| 2017-05-01 | 318.811338093991 |
| 2017-06-01 | 318.979487489661 |
| 2017-07-01 | 319.427878397329 |
| 2017-08-01 | 319.169075218218 |
| 2017-09-01 | 320.609788321906 |
| 2017-10-01 | 319.573163898724 |
| 2017-11-01 | 319.982293582297 |
| 2017-12-01 | 320.194140236027 |
| 2018-01-01 | 320.506048032969 |
| 2018-02-01 | 321.920327164251 |
| 2018-03-01 | 321.442460370531 |
| 2018-04-01 | 323.002447562430 |
| 2018-05-01 | 323.308374778999 |
| 2018-06-01 | 323.528600312741 |
| 2018-07-01 | 322.539619257896 |
| 2018-08-01 | 323.117367019701 |
| 2018-09-01 | 323.397749006479 |
| 2018-10-01 | 323.931134771967 |
| 2018-11-01 | 323.856277136043 |
| 2018-12-01 | 324.283055303664 |
| 2019-01-01 | 325.275756212204 |
| 2019-02-01 | 325.164123862691 |
| 2019-03-01 | 326.429234406804 |
| 2019-04-01 | 326.414925829122 |
| 2019-05-01 | 327.175731597111 |
| 2019-06-01 | 327.240144541762 |
| 2019-07-01 | 327.554693312715 |
| 2019-08-01 | 328.714466551440 |
| 2019-09-01 | 327.746713073434 |
| 2019-10-01 | 327.870763852421 |
| 2019-11-01 | 328.843604967811 |
| 2019-12-01 | 329.630587346487 |
| 2020-01-01 | 329.213223605497 |
| 2020-02-01 | 328.999292448017 |
| 2020-03-01 | 326.539780871655 |
| 2020-04-01 | 266.461326750278 |
| 2020-05-01 | 276.417945434010 |
| 2020-06-01 | 286.986261078472 |
| 2020-07-01 | 298.502575120252 |
| 2020-08-01 | 300.431296556199 |
| 2020-09-01 | 303.485335859805 |
| 2020-10-01 | 307.520217426033 |
| 2020-11-01 | 308.023678323096 |
| 2020-12-01 | 308.062141089675 |
| 2021-01-01 | 309.660222182927 |
| 2021-02-01 | 311.357458522334 |
| 2021-03-01 | 313.345053850576 |
| 2021-04-01 | 313.884669054084 |
| 2021-05-01 | 314.460081731595 |
| 2021-06-01 | 316.132746102399 |
| 2021-07-01 | 318.565123049482 |
| 2021-08-01 | 318.787097566626 |
| 2021-09-01 | 319.121177193848 |
| 2021-10-01 | 322.554891320827 |
| 2021-11-01 | 322.960648061542 |
| 2021-12-01 | 324.094184072136 |
| 2022-01-01 | 323.451921833223 |
| 2022-02-01 | 326.511728220719 |
| 2022-03-01 | 327.384818455864 |
| 2022-04-01 | 329.015320349989 |
| 2022-05-01 | 329.389345406651 |
| 2022-06-01 | 330.014307071123 |
| 2022-07-01 | 332.022569539665 |
| 2022-08-01 | 332.543194794095 |
| 2022-09-01 | 331.936161477167 |
| 2022-10-01 | 331.463893380354 |
| 2022-11-01 | 331.105783794325 |
| 2022-12-01 | 332.205744695964 |
| 2023-01-01 | 334.414063585065 |
| 2023-02-01 | 333.790534478771 |
| 2023-03-01 | 334.289041194391 |
| 2023-04-01 | 334.503240115734 |
| 2023-05-01 | 334.202741657346 |
| 2023-06-01 | 335.412067906080 |
| 2023-07-01 | 333.452102841447 |
| 2023-08-01 | 333.292733052595 |
| 2023-09-01 | 334.858441334756 |
| 2023-10-01 | 334.552724993034 |
| 2023-11-01 | 335.169297052739 |
| 2023-12-01 | 336.542448290964 |
| 2024-01-01 | 337.597219812237 |
| 2024-02-01 | 337.953754186756 |
| 2024-03-01 | 339.236739721285 |
| 2024-04-01 | 339.805793250816 |
| 2024-05-01 | 341.160295083025 |
| 2024-06-01 | 341.314173332449 |
| 2024-07-01 | 341.853060686001 |
| 2024-08-01 | 343.111481998264 |
| 2024-09-01 | 343.517674685885 |
| 2024-10-01 | 343.561837209972 |
| 2024-11-01 | 343.847832034985 |
| 2024-12-01 | 344.429392135507 |
| 2025-01-01 | 344.776520263136 |
| 2025-02-01 | 346.034321627553 |
| 2025-03-01 | 346.590213992925 |
| 2025-04-01 | 346.583167543790 |
| 2025-05-01 | 347.132614609077 |
| 2025-06-01 | 348.238011677076 |
| 2025-07-01 | 348.498765342368 |
| 2025-08-01 | 349.153656479974 |
| 2025-09-01 | 348.906209319252 |
| 2025-10-01 | 349.552072220009 |
| 2025-11-01 | 349.673539371574 |
| 2025-12-01 | 350.031120459687 |
| 2026-01-01 | 349.927504549445 |
| 2026-02-01 | 348.316781744288 |
| 2026-03-01 | 349.575763933650 |
| 2026-04-01 | 350.588731936343 |