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 2026-05-01 |
| Last Updated | 2026-06-24 10:03 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 | 206.384218403403 |
| 1990-02-01 | 205.892388166991 |
| 1990-03-01 | 206.637846732933 |
| 1990-04-01 | 206.202467825941 |
| 1990-05-01 | 206.547932721539 |
| 1990-06-01 | 207.293732224927 |
| 1990-07-01 | 207.315954436661 |
| 1990-08-01 | 207.958453817019 |
| 1990-09-01 | 207.693059885645 |
| 1990-10-01 | 208.357857411047 |
| 1990-11-01 | 207.961051748032 |
| 1990-12-01 | 207.725865834431 |
| 1991-01-01 | 207.372667591862 |
| 1991-02-01 | 207.438762650660 |
| 1991-03-01 | 207.225089537306 |
| 1991-04-01 | 205.760815523029 |
| 1991-05-01 | 206.239049908918 |
| 1991-06-01 | 207.954006764785 |
| 1991-07-01 | 207.618195452343 |
| 1991-08-01 | 207.987611144491 |
| 1991-09-01 | 207.876746712780 |
| 1991-10-01 | 205.588346622013 |
| 1991-11-01 | 206.318627575257 |
| 1991-12-01 | 207.187039250825 |
| 1992-01-01 | 207.128116368237 |
| 1992-02-01 | 207.845823218537 |
| 1992-03-01 | 207.572800645410 |
| 1992-04-01 | 209.009089891893 |
| 1992-05-01 | 209.086447528580 |
| 1992-06-01 | 207.947309297305 |
| 1992-07-01 | 208.847957372445 |
| 1992-08-01 | 208.618656720592 |
| 1992-09-01 | 208.709349691552 |
| 1992-10-01 | 210.025624764743 |
| 1992-11-01 | 210.501642719595 |
| 1992-12-01 | 210.457104019457 |
| 1993-01-01 | 211.729132626829 |
| 1993-02-01 | 213.225149313856 |
| 1993-03-01 | 211.251098128334 |
| 1993-04-01 | 212.516393712091 |
| 1993-05-01 | 213.403255651440 |
| 1993-06-01 | 213.134776799579 |
| 1993-07-01 | 212.683864125251 |
| 1993-08-01 | 213.097270854281 |
| 1993-09-01 | 214.061791922040 |
| 1993-10-01 | 215.302352891679 |
| 1993-11-01 | 216.057834224797 |
| 1993-12-01 | 216.562926588807 |
| 1994-01-01 | 214.316622007713 |
| 1994-02-01 | 215.162101180990 |
| 1994-03-01 | 216.506832207473 |
| 1994-04-01 | 217.122043732260 |
| 1994-05-01 | 216.732861289922 |
| 1994-06-01 | 217.827391134588 |
| 1994-07-01 | 219.782797908507 |
| 1994-08-01 | 220.553721943678 |
| 1994-09-01 | 219.998116925142 |
| 1994-10-01 | 218.990409433145 |
| 1994-11-01 | 219.604817911015 |
| 1994-12-01 | 219.620974787999 |
| 1995-01-01 | 219.518025261118 |
| 1995-02-01 | 219.943800740261 |
| 1995-03-01 | 221.039605466288 |
| 1995-04-01 | 220.141607486088 |
| 1995-05-01 | 220.320154725343 |
| 1995-06-01 | 220.739593464043 |
| 1995-07-01 | 220.236651340320 |
| 1995-08-01 | 219.952782430871 |
| 1995-09-01 | 221.783576521165 |
| 1995-10-01 | 222.091277913485 |
| 1995-11-01 | 222.653942083924 |
| 1995-12-01 | 223.496980929139 |
| 1996-01-01 | 220.863850565725 |
| 1996-02-01 | 223.925868703465 |
| 1996-03-01 | 223.721451427332 |
| 1996-04-01 | 224.733794384622 |
| 1996-05-01 | 224.962492203931 |
| 1996-06-01 | 225.010636827371 |
| 1996-07-01 | 224.860315355004 |
| 1996-08-01 | 225.669896537424 |
| 1996-09-01 | 226.188317641408 |
| 1996-10-01 | 226.730558437391 |
| 1996-11-01 | 227.326803008544 |
| 1996-12-01 | 227.498160493526 |
| 1997-01-01 | 228.537789942170 |
| 1997-02-01 | 228.997724997376 |
| 1997-03-01 | 228.997735748823 |
| 1997-04-01 | 229.184673313563 |
| 1997-05-01 | 230.293911222464 |
| 1997-06-01 | 230.777373188673 |
| 1997-07-01 | 231.232604976123 |
| 1997-08-01 | 231.449283254637 |
| 1997-09-01 | 231.371736078442 |
| 1997-10-01 | 234.346400207825 |
| 1997-11-01 | 234.291160532334 |
| 1997-12-01 | 235.126412882373 |
| 1998-01-01 | 235.998931040206 |
| 1998-02-01 | 236.795970462011 |
| 1998-03-01 | 237.725940595121 |
| 1998-04-01 | 238.521123131525 |
| 1998-05-01 | 240.412810770039 |
| 1998-06-01 | 238.565563140829 |
| 1998-07-01 | 239.642915372886 |
| 1998-08-01 | 240.257370392674 |
| 1998-09-01 | 240.275862755052 |
| 1998-10-01 | 240.086567187572 |
| 1998-11-01 | 240.314267586258 |
| 1998-12-01 | 240.619894261089 |
| 1999-01-01 | 239.625584474645 |
| 1999-02-01 | 242.282894172059 |
| 1999-03-01 | 242.542679640099 |
| 1999-04-01 | 243.886632984252 |
| 1999-05-01 | 243.967416933785 |
| 1999-06-01 | 244.964168212940 |
| 1999-07-01 | 246.528077688380 |
| 1999-08-01 | 248.191314636532 |
| 1999-09-01 | 246.983410363779 |
| 1999-10-01 | 248.084615238034 |
| 1999-11-01 | 248.446857689246 |
| 1999-12-01 | 249.453409163503 |
| 2000-01-01 | 249.969587785273 |
| 2000-02-01 | 251.084143014931 |
| 2000-03-01 | 251.322350736980 |
| 2000-04-01 | 252.458321073776 |
| 2000-05-01 | 253.740104238648 |
| 2000-06-01 | 254.941572176047 |
| 2000-07-01 | 255.708414176869 |
| 2000-08-01 | 255.184587387347 |
| 2000-09-01 | 253.376697123988 |
| 2000-10-01 | 254.927238874435 |
| 2000-11-01 | 255.871981823647 |
| 2000-12-01 | 256.521986231632 |
| 2001-01-01 | 256.957299996929 |
| 2001-02-01 | 256.813431129153 |
| 2001-03-01 | 257.470972614222 |
| 2001-04-01 | 255.540121470840 |
| 2001-05-01 | 256.062724133346 |
| 2001-06-01 | 256.998838788883 |
| 2001-07-01 | 257.194309409396 |
| 2001-08-01 | 258.498026344140 |
| 2001-09-01 | 256.496892995915 |
| 2001-10-01 | 256.773732931217 |
| 2001-11-01 | 257.111077406001 |
| 2001-12-01 | 257.256811855677 |
| 2002-01-01 | 257.942455323030 |
| 2002-02-01 | 257.689759079344 |
| 2002-03-01 | 258.603540019282 |
| 2002-04-01 | 257.715025454666 |
| 2002-05-01 | 258.266438138678 |
| 2002-06-01 | 258.278955940881 |
| 2002-07-01 | 260.337401237677 |
| 2002-08-01 | 261.805376218720 |
| 2002-09-01 | 262.500710299079 |
| 2002-10-01 | 262.605265742324 |
| 2002-11-01 | 262.525191876737 |
| 2002-12-01 | 263.323019308758 |
| 2003-01-01 | 265.336373009745 |
| 2003-02-01 | 264.484516234949 |
| 2003-03-01 | 264.612241383711 |
| 2003-04-01 | 265.660805743681 |
| 2003-05-01 | 266.529853681386 |
| 2003-06-01 | 266.501297305463 |
| 2003-07-01 | 265.112065591887 |
| 2003-08-01 | 266.037723986202 |
| 2003-09-01 | 269.081396067874 |
| 2003-10-01 | 269.605995474810 |
| 2003-11-01 | 270.325937112974 |
| 2003-12-01 | 270.753693136305 |
| 2004-01-01 | 269.829419162710 |
| 2004-02-01 | 270.616162176365 |
| 2004-03-01 | 271.142061203303 |
| 2004-04-01 | 271.923574224691 |
| 2004-05-01 | 272.022031517189 |
| 2004-06-01 | 272.523890564004 |
| 2004-07-01 | 270.745014833598 |
| 2004-08-01 | 270.457146450240 |
| 2004-09-01 | 271.272013677787 |
| 2004-10-01 | 273.638996673446 |
| 2004-11-01 | 273.199690799359 |
| 2004-12-01 | 272.834642545255 |
| 2005-01-01 | 273.467917808913 |
| 2005-02-01 | 275.063568943764 |
| 2005-03-01 | 274.805102666263 |
| 2005-04-01 | 277.641136439306 |
| 2005-05-01 | 277.170522364717 |
| 2005-06-01 | 277.181582458648 |
| 2005-07-01 | 278.680826061841 |
| 2005-08-01 | 277.975167696947 |
| 2005-09-01 | 278.960840418197 |
| 2005-10-01 | 278.807608440905 |
| 2005-11-01 | 279.742026457464 |
| 2005-12-01 | 279.988012186781 |
| 2006-01-01 | 281.556347951384 |
| 2006-02-01 | 282.024383864045 |
| 2006-03-01 | 283.332511698144 |
| 2006-04-01 | 283.442633568336 |
| 2006-05-01 | 283.330065956307 |
| 2006-06-01 | 283.651221878807 |
| 2006-07-01 | 283.883789311796 |
| 2006-08-01 | 285.366072141527 |
| 2006-09-01 | 286.373646142961 |
| 2006-10-01 | 286.167913570470 |
| 2006-11-01 | 286.232779521461 |
| 2006-12-01 | 286.537045261586 |
| 2007-01-01 | 286.422660376566 |
| 2007-02-01 | 286.019281703609 |
| 2007-03-01 | 287.078242201303 |
| 2007-04-01 | 286.078521350801 |
| 2007-05-01 | 287.225566880911 |
| 2007-06-01 | 288.365156881350 |
| 2007-07-01 | 288.198674552108 |
| 2007-08-01 | 288.201718022367 |
| 2007-09-01 | 288.321328563885 |
| 2007-10-01 | 289.493274254096 |
| 2007-11-01 | 289.536925961773 |
| 2007-12-01 | 289.919267837630 |
| 2008-01-01 | 289.583388098279 |
| 2008-02-01 | 289.214122916772 |
| 2008-03-01 | 288.837158967782 |
| 2008-04-01 | 288.251946127628 |
| 2008-05-01 | 288.582852516005 |
| 2008-06-01 | 288.838429192656 |
| 2008-07-01 | 289.606654363552 |
| 2008-08-01 | 289.501661244573 |
| 2008-09-01 | 288.194746563774 |
| 2008-10-01 | 287.939889025646 |
| 2008-11-01 | 286.266775721299 |
| 2008-12-01 | 286.729784674000 |
| 2009-01-01 | 285.568087384713 |
| 2009-02-01 | 285.265068906333 |
| 2009-03-01 | 284.175291586786 |
| 2009-04-01 | 282.500586695235 |
| 2009-05-01 | 284.393176105813 |
| 2009-06-01 | 283.560338221740 |
| 2009-07-01 | 284.087071173485 |
| 2009-08-01 | 284.331815887616 |
| 2009-09-01 | 283.602786309392 |
| 2009-10-01 | 284.194092766132 |
| 2009-11-01 | 284.557789597595 |
| 2009-12-01 | 284.010843383226 |
| 2010-01-01 | 284.291183795452 |
| 2010-02-01 | 284.643177383044 |
| 2010-03-01 | 285.445611947254 |
| 2010-04-01 | 286.015247659017 |
| 2010-05-01 | 287.029795019791 |
| 2010-06-01 | 286.348795839399 |
| 2010-07-01 | 285.685299957078 |
| 2010-08-01 | 286.119857757561 |
| 2010-09-01 | 286.508377267824 |
| 2010-10-01 | 287.169272409916 |
| 2010-11-01 | 287.861370045718 |
| 2010-12-01 | 290.160974919304 |
| 2011-01-01 | 288.545983579587 |
| 2011-02-01 | 289.438424419103 |
| 2011-03-01 | 290.007893765544 |
| 2011-04-01 | 291.386431009966 |
| 2011-05-01 | 291.814576797111 |
| 2011-06-01 | 292.438974429722 |
| 2011-07-01 | 293.289905277258 |
| 2011-08-01 | 293.090948545653 |
| 2011-09-01 | 293.796043511197 |
| 2011-10-01 | 293.901236654775 |
| 2011-11-01 | 294.044229107581 |
| 2011-12-01 | 295.733216960905 |
| 2012-01-01 | 296.249632498885 |
| 2012-02-01 | 297.785207972178 |
| 2012-03-01 | 298.176466758299 |
| 2012-04-01 | 297.916469841664 |
| 2012-05-01 | 297.611662995936 |
| 2012-06-01 | 297.366094558771 |
| 2012-07-01 | 296.713467059854 |
| 2012-08-01 | 297.157992698130 |
| 2012-09-01 | 298.204224846667 |
| 2012-10-01 | 297.800237118202 |
| 2012-11-01 | 297.842111144634 |
| 2012-12-01 | 297.945715673650 |
| 2013-01-01 | 299.357085407162 |
| 2013-02-01 | 299.742860454656 |
| 2013-03-01 | 299.717353088880 |
| 2013-04-01 | 299.746483035955 |
| 2013-05-01 | 299.798634884899 |
| 2013-06-01 | 300.925131051980 |
| 2013-07-01 | 301.120912062221 |
| 2013-08-01 | 301.796389656351 |
| 2013-09-01 | 301.701778606381 |
| 2013-10-01 | 300.596217457213 |
| 2013-11-01 | 301.368342545822 |
| 2013-12-01 | 300.880408852763 |
| 2014-01-01 | 301.656893200437 |
| 2014-02-01 | 300.786023160046 |
| 2014-03-01 | 301.409832689178 |
| 2014-04-01 | 302.984276917887 |
| 2014-05-01 | 304.142876259490 |
| 2014-06-01 | 304.399877428335 |
| 2014-07-01 | 303.513327421443 |
| 2014-08-01 | 304.637283021616 |
| 2014-09-01 | 305.051836085828 |
| 2014-10-01 | 306.348948938301 |
| 2014-11-01 | 306.372285076797 |
| 2014-12-01 | 307.682088820369 |
| 2015-01-01 | 306.045036498374 |
| 2015-02-01 | 305.897744634566 |
| 2015-03-01 | 305.875689469427 |
| 2015-04-01 | 306.683110139634 |
| 2015-05-01 | 308.015201080822 |
| 2015-06-01 | 308.154438356109 |
| 2015-07-01 | 309.898645175996 |
| 2015-08-01 | 310.469144975216 |
| 2015-09-01 | 310.357690919960 |
| 2015-10-01 | 311.673264769308 |
| 2015-11-01 | 312.361231462741 |
| 2015-12-01 | 313.532081319359 |
| 2016-01-01 | 312.246489645204 |
| 2016-02-01 | 313.066421175209 |
| 2016-03-01 | 314.570326921778 |
| 2016-04-01 | 314.349442052590 |
| 2016-05-01 | 314.078775637816 |
| 2016-06-01 | 314.064569343878 |
| 2016-07-01 | 316.777689857709 |
| 2016-08-01 | 316.567286930058 |
| 2016-09-01 | 317.852295986334 |
| 2016-10-01 | 318.129110498122 |
| 2016-11-01 | 318.017340564171 |
| 2016-12-01 | 318.232497008885 |
| 2017-01-01 | 318.535952582168 |
| 2017-02-01 | 318.394782727300 |
| 2017-03-01 | 318.269995109206 |
| 2017-04-01 | 318.484398922784 |
| 2017-05-01 | 318.811166878518 |
| 2017-06-01 | 318.979281533359 |
| 2017-07-01 | 319.427535304364 |
| 2017-08-01 | 319.168853911713 |
| 2017-09-01 | 320.609747049391 |
| 2017-10-01 | 319.573322127298 |
| 2017-11-01 | 319.982697343569 |
| 2017-12-01 | 320.194727490336 |
| 2018-01-01 | 320.507210620053 |
| 2018-02-01 | 321.921552109304 |
| 2018-03-01 | 321.440316735713 |
| 2018-04-01 | 323.002127358002 |
| 2018-05-01 | 323.308144634501 |
| 2018-06-01 | 323.528314953924 |
| 2018-07-01 | 322.539061182110 |
| 2018-08-01 | 323.116921987489 |
| 2018-09-01 | 323.397717355781 |
| 2018-10-01 | 323.931020248920 |
| 2018-11-01 | 323.856624902309 |
| 2018-12-01 | 324.283545879236 |
| 2019-01-01 | 325.279178818149 |
| 2019-02-01 | 325.165702849074 |
| 2019-03-01 | 326.425855277362 |
| 2019-04-01 | 326.414424537278 |
| 2019-05-01 | 327.175408621920 |
| 2019-06-01 | 327.239702281636 |
| 2019-07-01 | 327.553854753198 |
| 2019-08-01 | 328.713781485680 |
| 2019-09-01 | 327.746680184417 |
| 2019-10-01 | 327.870230880882 |
| 2019-11-01 | 328.843621853105 |
| 2019-12-01 | 329.630658075991 |
| 2020-01-01 | 329.220203583031 |
| 2020-02-01 | 329.000396974168 |
| 2020-03-01 | 326.536038682266 |
| 2020-04-01 | 266.460723738872 |
| 2020-05-01 | 276.417510917493 |
| 2020-06-01 | 286.985400856137 |
| 2020-07-01 | 298.501518331506 |
| 2020-08-01 | 300.430280861985 |
| 2020-09-01 | 303.485014279706 |
| 2020-10-01 | 307.519245373105 |
| 2020-11-01 | 308.023529756673 |
| 2020-12-01 | 308.062143104488 |
| 2021-01-01 | 309.670624397079 |
| 2021-02-01 | 311.358468805837 |
| 2021-03-01 | 313.341228614183 |
| 2021-04-01 | 313.883472386056 |
| 2021-05-01 | 314.458936414618 |
| 2021-06-01 | 316.130867511908 |
| 2021-07-01 | 318.563744655963 |
| 2021-08-01 | 318.785854287274 |
| 2021-09-01 | 319.120139360710 |
| 2021-10-01 | 322.552900500134 |
| 2021-11-01 | 322.959851671146 |
| 2021-12-01 | 324.094841597422 |
| 2022-01-01 | 323.466198068168 |
| 2022-02-01 | 326.514120529970 |
| 2022-03-01 | 327.382421762070 |
| 2022-04-01 | 329.013035997684 |
| 2022-05-01 | 329.386429804226 |
| 2022-06-01 | 330.010739786333 |
| 2022-07-01 | 332.021499053792 |
| 2022-08-01 | 332.542601342949 |
| 2022-09-01 | 331.933618086301 |
| 2022-10-01 | 331.458725860049 |
| 2022-11-01 | 331.102656265422 |
| 2022-12-01 | 332.206857688767 |
| 2023-01-01 | 334.433313336436 |
| 2023-02-01 | 333.794888967445 |
| 2023-03-01 | 334.299374158086 |
| 2023-04-01 | 334.490814743995 |
| 2023-05-01 | 334.196435971340 |
| 2023-06-01 | 335.407502658793 |
| 2023-07-01 | 333.453889486192 |
| 2023-08-01 | 333.295099635646 |
| 2023-09-01 | 334.854715688288 |
| 2023-10-01 | 334.541661250009 |
| 2023-11-01 | 335.159094244532 |
| 2023-12-01 | 336.540595026047 |
| 2024-01-01 | 337.616774196870 |
| 2024-02-01 | 337.961339255845 |
| 2024-03-01 | 339.270912569054 |
| 2024-04-01 | 339.794281128973 |
| 2024-05-01 | 341.141922825074 |
| 2024-06-01 | 341.307824701382 |
| 2024-07-01 | 341.857324762020 |
| 2024-08-01 | 343.116264955029 |
| 2024-09-01 | 343.511846241334 |
| 2024-10-01 | 343.543798132201 |
| 2024-11-01 | 343.829630722846 |
| 2024-12-01 | 344.423898144802 |
| 2025-01-01 | 344.794830181454 |
| 2025-02-01 | 346.045846880627 |
| 2025-03-01 | 346.653780203264 |
| 2025-04-01 | 346.573607646493 |
| 2025-05-01 | 347.097348459430 |
| 2025-06-01 | 348.230588956726 |
| 2025-07-01 | 348.505755594587 |
| 2025-08-01 | 349.160869827516 |
| 2025-09-01 | 348.899047656111 |
| 2025-10-01 | 349.528026341791 |
| 2025-11-01 | 349.646505151623 |
| 2025-12-01 | 350.019588276567 |
| 2026-01-01 | 349.940151216870 |
| 2026-02-01 | 348.330850774845 |
| 2026-03-01 | 349.661535449288 |
| 2026-04-01 | 350.989956039205 |
| 2026-05-01 | 351.684207857456 |