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 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 | 206.384210177527 |
| 1990-02-01 | 205.892400695169 |
| 1990-03-01 | 206.637863567330 |
| 1990-04-01 | 206.202475314765 |
| 1990-05-01 | 206.547929896907 |
| 1990-06-01 | 207.293727845788 |
| 1990-07-01 | 207.315951097995 |
| 1990-08-01 | 207.958452757940 |
| 1990-09-01 | 207.693059921906 |
| 1990-10-01 | 208.357863266835 |
| 1990-11-01 | 207.961047989830 |
| 1990-12-01 | 207.725856059091 |
| 1991-01-01 | 207.372643151911 |
| 1991-02-01 | 207.438775727086 |
| 1991-03-01 | 207.225111121014 |
| 1991-04-01 | 205.760821306805 |
| 1991-05-01 | 206.239049445731 |
| 1991-06-01 | 207.954002682660 |
| 1991-07-01 | 207.618194368950 |
| 1991-08-01 | 207.987610483916 |
| 1991-09-01 | 207.876751203195 |
| 1991-10-01 | 205.588355067517 |
| 1991-11-01 | 206.318625279074 |
| 1991-12-01 | 207.187028358914 |
| 1992-01-01 | 207.128070014539 |
| 1992-02-01 | 207.845831358463 |
| 1992-03-01 | 207.572831672736 |
| 1992-04-01 | 209.009094707101 |
| 1992-05-01 | 209.086451419726 |
| 1992-06-01 | 207.947306469649 |
| 1992-07-01 | 208.847960125896 |
| 1992-08-01 | 208.618659912417 |
| 1992-09-01 | 208.709358845566 |
| 1992-10-01 | 210.025638031862 |
| 1992-11-01 | 210.501649731238 |
| 1992-12-01 | 210.457106258042 |
| 1993-01-01 | 211.729010363576 |
| 1993-02-01 | 213.225164871862 |
| 1993-03-01 | 211.251144039270 |
| 1993-04-01 | 212.516400467824 |
| 1993-05-01 | 213.403266285184 |
| 1993-06-01 | 213.134779172943 |
| 1993-07-01 | 212.683872205973 |
| 1993-08-01 | 213.097276984807 |
| 1993-09-01 | 214.061806405128 |
| 1993-10-01 | 215.302370446729 |
| 1993-11-01 | 216.057849152197 |
| 1993-12-01 | 216.562937914499 |
| 1994-01-01 | 214.316432036897 |
| 1994-02-01 | 215.162122285147 |
| 1994-03-01 | 216.506890862300 |
| 1994-04-01 | 217.122052560491 |
| 1994-05-01 | 216.732877567718 |
| 1994-06-01 | 217.827399797789 |
| 1994-07-01 | 219.782811007470 |
| 1994-08-01 | 220.553732516489 |
| 1994-09-01 | 219.998134247843 |
| 1994-10-01 | 218.990430526858 |
| 1994-11-01 | 219.604840962459 |
| 1994-12-01 | 219.620998976417 |
| 1995-01-01 | 219.517770930900 |
| 1995-02-01 | 219.943828567995 |
| 1995-03-01 | 221.039667346659 |
| 1995-04-01 | 220.141621622767 |
| 1995-05-01 | 220.320177163926 |
| 1995-06-01 | 220.739610701756 |
| 1995-07-01 | 220.236667354991 |
| 1995-08-01 | 219.952792434338 |
| 1995-09-01 | 221.783594551851 |
| 1995-10-01 | 222.091298943118 |
| 1995-11-01 | 222.653963714801 |
| 1995-12-01 | 223.497002632000 |
| 1996-01-01 | 220.863602018794 |
| 1996-02-01 | 223.925890092312 |
| 1996-03-01 | 223.721504854738 |
| 1996-04-01 | 224.733812610647 |
| 1996-05-01 | 224.962516290393 |
| 1996-06-01 | 225.010658637874 |
| 1996-07-01 | 224.860331441166 |
| 1996-08-01 | 225.669907673545 |
| 1996-09-01 | 226.188331507549 |
| 1996-10-01 | 226.730577040018 |
| 1996-11-01 | 227.326823822949 |
| 1996-12-01 | 227.498186009348 |
| 1997-01-01 | 228.537550145332 |
| 1997-02-01 | 228.997748541802 |
| 1997-03-01 | 228.997776590004 |
| 1997-04-01 | 229.184693890640 |
| 1997-05-01 | 230.293933315648 |
| 1997-06-01 | 230.777398212891 |
| 1997-07-01 | 231.232619190470 |
| 1997-08-01 | 231.449291326801 |
| 1997-09-01 | 231.371745042125 |
| 1997-10-01 | 234.346413560355 |
| 1997-11-01 | 234.291172607747 |
| 1997-12-01 | 235.126426488618 |
| 1998-01-01 | 235.998760942255 |
| 1998-02-01 | 236.795985598705 |
| 1998-03-01 | 237.725965011760 |
| 1998-04-01 | 238.521140895212 |
| 1998-05-01 | 240.412827962906 |
| 1998-06-01 | 238.565585148793 |
| 1998-07-01 | 239.642926050406 |
| 1998-08-01 | 240.257376609394 |
| 1998-09-01 | 240.275866878928 |
| 1998-10-01 | 240.086575137888 |
| 1998-11-01 | 240.314272677486 |
| 1998-12-01 | 240.619899244598 |
| 1999-01-01 | 239.625484757305 |
| 1999-02-01 | 242.282901576525 |
| 1999-03-01 | 242.542689663046 |
| 1999-04-01 | 243.886646376848 |
| 1999-05-01 | 243.967428955012 |
| 1999-06-01 | 244.964185373026 |
| 1999-07-01 | 246.528084702594 |
| 1999-08-01 | 248.191316646565 |
| 1999-09-01 | 246.983412153705 |
| 1999-10-01 | 248.084618564554 |
| 1999-11-01 | 248.446855637071 |
| 1999-12-01 | 249.453403160889 |
| 2000-01-01 | 249.969556408831 |
| 2000-02-01 | 251.084138578083 |
| 2000-03-01 | 251.322352010114 |
| 2000-04-01 | 252.458329320034 |
| 2000-05-01 | 253.740111326939 |
| 2000-06-01 | 254.941581591564 |
| 2000-07-01 | 255.708418229610 |
| 2000-08-01 | 255.184589083172 |
| 2000-09-01 | 253.376696887032 |
| 2000-10-01 | 254.927239492936 |
| 2000-11-01 | 255.871980981771 |
| 2000-12-01 | 256.521984815813 |
| 2001-01-01 | 256.957281855403 |
| 2001-02-01 | 256.813430514766 |
| 2001-03-01 | 257.470973604615 |
| 2001-04-01 | 255.540125904290 |
| 2001-05-01 | 256.062726798084 |
| 2001-06-01 | 256.998843465784 |
| 2001-07-01 | 257.194311892027 |
| 2001-08-01 | 258.498026986368 |
| 2001-09-01 | 256.496892380331 |
| 2001-10-01 | 256.773732360621 |
| 2001-11-01 | 257.111077031152 |
| 2001-12-01 | 257.256811704567 |
| 2002-01-01 | 257.942446791270 |
| 2002-02-01 | 257.689759288057 |
| 2002-03-01 | 258.603540471957 |
| 2002-04-01 | 257.715028219807 |
| 2002-05-01 | 258.266439043860 |
| 2002-06-01 | 258.278957349388 |
| 2002-07-01 | 260.337402816055 |
| 2002-08-01 | 261.805376485842 |
| 2002-09-01 | 262.500710040228 |
| 2002-10-01 | 262.605265417872 |
| 2002-11-01 | 262.525191228803 |
| 2002-12-01 | 263.323018234910 |
| 2003-01-01 | 265.336371464072 |
| 2003-02-01 | 264.484515409964 |
| 2003-03-01 | 264.612241193114 |
| 2003-04-01 | 265.660807479848 |
| 2003-05-01 | 266.529854142404 |
| 2003-06-01 | 266.501298093447 |
| 2003-07-01 | 265.112066314825 |
| 2003-08-01 | 266.037723793793 |
| 2003-09-01 | 269.081395829546 |
| 2003-10-01 | 269.605995235422 |
| 2003-11-01 | 270.325936793609 |
| 2003-12-01 | 270.753692768208 |
| 2004-01-01 | 269.829418481242 |
| 2004-02-01 | 270.616161998585 |
| 2004-03-01 | 271.142061187096 |
| 2004-04-01 | 271.923575057066 |
| 2004-05-01 | 272.022031657910 |
| 2004-06-01 | 272.523891021496 |
| 2004-07-01 | 270.745014920325 |
| 2004-08-01 | 270.457146209572 |
| 2004-09-01 | 271.272013543137 |
| 2004-10-01 | 273.638996581930 |
| 2004-11-01 | 273.199690699209 |
| 2004-12-01 | 272.834642484890 |
| 2005-01-01 | 273.467917551379 |
| 2005-02-01 | 275.063568986165 |
| 2005-03-01 | 274.805102753317 |
| 2005-04-01 | 277.641136543901 |
| 2005-05-01 | 277.170522443542 |
| 2005-06-01 | 277.181582691874 |
| 2005-07-01 | 278.680826108057 |
| 2005-08-01 | 277.975167437728 |
| 2005-09-01 | 278.960840401482 |
| 2005-10-01 | 278.807608469194 |
| 2005-11-01 | 279.742026436211 |
| 2005-12-01 | 279.988012191927 |
| 2006-01-01 | 281.556347856158 |
| 2006-02-01 | 282.024383889067 |
| 2006-03-01 | 283.332511712383 |
| 2006-04-01 | 283.442633562849 |
| 2006-05-01 | 283.330065971714 |
| 2006-06-01 | 283.651221899100 |
| 2006-07-01 | 283.883789340715 |
| 2006-08-01 | 285.366072050150 |
| 2006-09-01 | 286.373646170834 |
| 2006-10-01 | 286.167913653983 |
| 2006-11-01 | 286.232779575114 |
| 2006-12-01 | 286.537045323851 |
| 2007-01-01 | 286.422660410579 |
| 2007-02-01 | 286.019281654108 |
| 2007-03-01 | 287.078242055265 |
| 2007-04-01 | 286.078521121800 |
| 2007-05-01 | 287.225566711424 |
| 2007-06-01 | 288.365156890708 |
| 2007-07-01 | 288.198674685906 |
| 2007-08-01 | 288.201718339649 |
| 2007-09-01 | 288.321328853242 |
| 2007-10-01 | 289.493274504101 |
| 2007-11-01 | 289.536926058151 |
| 2007-12-01 | 289.919267270769 |
| 2008-01-01 | 289.583388016058 |
| 2008-02-01 | 289.214122879366 |
| 2008-03-01 | 288.837158975036 |
| 2008-04-01 | 288.251944942536 |
| 2008-05-01 | 288.582852506195 |
| 2008-06-01 | 288.838429465581 |
| 2008-07-01 | 289.606654920525 |
| 2008-08-01 | 289.501662339216 |
| 2008-09-01 | 288.194747412805 |
| 2008-10-01 | 287.939889188624 |
| 2008-11-01 | 286.266776274693 |
| 2008-12-01 | 286.729782492055 |
| 2009-01-01 | 285.568086413271 |
| 2009-02-01 | 285.265068547198 |
| 2009-03-01 | 284.175291746196 |
| 2009-04-01 | 282.500584688982 |
| 2009-05-01 | 284.393176355484 |
| 2009-06-01 | 283.560339564286 |
| 2009-07-01 | 284.087073454327 |
| 2009-08-01 | 284.331818434259 |
| 2009-09-01 | 283.602788198296 |
| 2009-10-01 | 284.194093684039 |
| 2009-11-01 | 284.557791741619 |
| 2009-12-01 | 284.010828407208 |
| 2010-01-01 | 284.291183889452 |
| 2010-02-01 | 284.643178502231 |
| 2010-03-01 | 285.445613414664 |
| 2010-04-01 | 286.015245493086 |
| 2010-05-01 | 287.029796537514 |
| 2010-06-01 | 286.348799441463 |
| 2010-07-01 | 285.685305978489 |
| 2010-08-01 | 286.119865915019 |
| 2010-09-01 | 286.508383573881 |
| 2010-10-01 | 287.169273382621 |
| 2010-11-01 | 287.861367606585 |
| 2010-12-01 | 290.160938216751 |
| 2011-01-01 | 288.545977138904 |
| 2011-02-01 | 289.438422965931 |
| 2011-03-01 | 290.007898668787 |
| 2011-04-01 | 291.386435485319 |
| 2011-05-01 | 291.814585891133 |
| 2011-06-01 | 292.438986921277 |
| 2011-07-01 | 293.289922759402 |
| 2011-08-01 | 293.090966606890 |
| 2011-09-01 | 293.796054953777 |
| 2011-10-01 | 293.901236194207 |
| 2011-11-01 | 294.044223074888 |
| 2011-12-01 | 295.733138115878 |
| 2012-01-01 | 296.249616787469 |
| 2012-02-01 | 297.785189085312 |
| 2012-03-01 | 298.176513339003 |
| 2012-04-01 | 297.916452585514 |
| 2012-05-01 | 297.611645730226 |
| 2012-06-01 | 297.366098654356 |
| 2012-07-01 | 296.713510217475 |
| 2012-08-01 | 297.158056959065 |
| 2012-09-01 | 298.204294673365 |
| 2012-10-01 | 297.800290516312 |
| 2012-11-01 | 297.842137424096 |
| 2012-12-01 | 297.945474779140 |
| 2013-01-01 | 299.357076144206 |
| 2013-02-01 | 299.742816532507 |
| 2013-03-01 | 299.717401059340 |
| 2013-04-01 | 299.746366849171 |
| 2013-05-01 | 299.798602634174 |
| 2013-06-01 | 300.925105672517 |
| 2013-07-01 | 301.120996370111 |
| 2013-08-01 | 301.796552956159 |
| 2013-09-01 | 301.702008777106 |
| 2013-10-01 | 300.596401837545 |
| 2013-11-01 | 301.368411936677 |
| 2013-12-01 | 300.879960519977 |
| 2014-01-01 | 301.656845720082 |
| 2014-02-01 | 300.785954673062 |
| 2014-03-01 | 301.409836961535 |
| 2014-04-01 | 302.983972708039 |
| 2014-05-01 | 304.142831230812 |
| 2014-06-01 | 304.399796592353 |
| 2014-07-01 | 303.513244618368 |
| 2014-08-01 | 304.637118808431 |
| 2014-09-01 | 305.053765008278 |
| 2014-10-01 | 306.348806066413 |
| 2014-11-01 | 306.372113119897 |
| 2014-12-01 | 307.681339429609 |
| 2015-01-01 | 306.044898335291 |
| 2015-02-01 | 305.897582072490 |
| 2015-03-01 | 305.875594307953 |
| 2015-04-01 | 306.682704994624 |
| 2015-05-01 | 308.015235164543 |
| 2015-06-01 | 308.154399511510 |
| 2015-07-01 | 309.898506070246 |
| 2015-08-01 | 310.468714039154 |
| 2015-09-01 | 310.361314189211 |
| 2015-10-01 | 311.672589747475 |
| 2015-11-01 | 312.360596459374 |
| 2015-12-01 | 313.531087597492 |
| 2016-01-01 | 312.246324149676 |
| 2016-02-01 | 313.066343940321 |
| 2016-03-01 | 314.570164095263 |
| 2016-04-01 | 314.348772327346 |
| 2016-05-01 | 314.078407746554 |
| 2016-06-01 | 314.064225324127 |
| 2016-07-01 | 316.777669413225 |
| 2016-08-01 | 316.567335554604 |
| 2016-09-01 | 317.858524075595 |
| 2016-10-01 | 318.128200050860 |
| 2016-11-01 | 318.016030181332 |
| 2016-12-01 | 318.231067561458 |
| 2017-01-01 | 318.534818628003 |
| 2017-02-01 | 318.393629611424 |
| 2017-03-01 | 318.271181017520 |
| 2017-04-01 | 318.483704795407 |
| 2017-05-01 | 318.808236949394 |
| 2017-06-01 | 318.976502451115 |
| 2017-07-01 | 319.432302654623 |
| 2017-08-01 | 319.169096923248 |
| 2017-09-01 | 320.618718881670 |
| 2017-10-01 | 319.574417373491 |
| 2017-11-01 | 319.978480143767 |
| 2017-12-01 | 320.192819436989 |
| 2018-01-01 | 320.504725982682 |
| 2018-02-01 | 321.920423243250 |
| 2018-03-01 | 321.443627484162 |
| 2018-04-01 | 323.000644807282 |
| 2018-05-01 | 323.301249104558 |
| 2018-06-01 | 323.520418229411 |
| 2018-07-01 | 322.544250694731 |
| 2018-08-01 | 323.110945127050 |
| 2018-09-01 | 323.430393423854 |
| 2018-10-01 | 323.933142703301 |
| 2018-11-01 | 323.846914974856 |
| 2018-12-01 | 324.282915434639 |
| 2019-01-01 | 325.268259093575 |
| 2019-02-01 | 325.167007336238 |
| 2019-03-01 | 326.432475559923 |
| 2019-04-01 | 326.410677936807 |
| 2019-05-01 | 327.160032856899 |
| 2019-06-01 | 327.222770469629 |
| 2019-07-01 | 327.560016687495 |
| 2019-08-01 | 328.706475427367 |
| 2019-09-01 | 327.807377180570 |
| 2019-10-01 | 327.876103753096 |
| 2019-11-01 | 328.826697480809 |
| 2019-12-01 | 329.631877392594 |
| 2020-01-01 | 329.189075585071 |
| 2020-02-01 | 329.011817887677 |
| 2020-03-01 | 326.552011192378 |
| 2020-04-01 | 266.464360932122 |
| 2020-05-01 | 276.411163728075 |
| 2020-06-01 | 286.907331633675 |
| 2020-07-01 | 298.517768604895 |
| 2020-08-01 | 300.433577768002 |
| 2020-09-01 | 303.571674239208 |
| 2020-10-01 | 307.529549118090 |
| 2020-11-01 | 308.002993285631 |
| 2020-12-01 | 308.063144354650 |
| 2021-01-01 | 309.624874352806 |
| 2021-02-01 | 311.388878680399 |
| 2021-03-01 | 313.372791668245 |
| 2021-04-01 | 313.893885485024 |
| 2021-05-01 | 314.454256266702 |
| 2021-06-01 | 315.949837759583 |
| 2021-07-01 | 318.577062198820 |
| 2021-08-01 | 318.812866040182 |
| 2021-09-01 | 319.260158677484 |
| 2021-10-01 | 322.569376162209 |
| 2021-11-01 | 322.926317926444 |
| 2021-12-01 | 324.098650892025 |
| 2022-01-01 | 323.381978338223 |
| 2022-02-01 | 326.586905803088 |
| 2022-03-01 | 327.470191676015 |
| 2022-04-01 | 329.055034813210 |
| 2022-05-01 | 329.355060325931 |
| 2022-06-01 | 329.702233134964 |
| 2022-07-01 | 331.988067134297 |
| 2022-08-01 | 332.570228393476 |
| 2022-09-01 | 332.141706710960 |
| 2022-10-01 | 331.508162392723 |
| 2022-11-01 | 331.059746046958 |
| 2022-12-01 | 332.236073206553 |
| 2023-01-01 | 334.342785400566 |
| 2023-02-01 | 333.908300843356 |
| 2023-03-01 | 334.414309985598 |
| 2023-04-01 | 334.572917823053 |
| 2023-05-01 | 334.101530233086 |
| 2023-06-01 | 335.012526882149 |
| 2023-07-01 | 333.337072088925 |
| 2023-08-01 | 333.306474663452 |
| 2023-09-01 | 335.126705843522 |
| 2023-10-01 | 334.653043695356 |
| 2023-11-01 | 335.130057538435 |
| 2023-12-01 | 336.539384262699 |
| 2024-01-01 | 337.302512519169 |
| 2024-02-01 | 337.755138792669 |
| 2024-03-01 | 339.081723083589 |
| 2024-04-01 | 339.642119077741 |
| 2024-05-01 | 340.494987261379 |
| 2024-06-01 | 340.327740609919 |
| 2024-07-01 | 340.753791871577 |
| 2024-08-01 | 341.684754096003 |
| 2024-09-01 | 342.037452349014 |
| 2024-10-01 | 342.845298453797 |
| 2024-11-01 | 343.435670360412 |
| 2024-12-01 | 344.113639553536 |
| 2025-01-01 | 344.482714460798 |
| 2025-02-01 | 344.775080079713 |
| 2025-03-01 | 344.903250514901 |
| 2025-04-01 | 345.265647792861 |
| 2025-05-01 | 346.607945860410 |
| 2025-06-01 | 347.616557831245 |
| 2025-07-01 | 348.449809044394 |
| 2025-08-01 | 349.429590477465 |
| 2025-09-01 | 348.275301046121 |
| 2025-10-01 | 348.206195628852 |
| 2025-11-01 | 348.202636752510 |
| 2025-12-01 | 348.317801075064 |