Table Data - All Employees: Private Service Providing in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Private Service Providing in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | SMU42109000800000001SA |
| 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 6:44 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 | 174.242336389890 |
| 1990-02-01 | 173.899535636438 |
| 1990-03-01 | 174.325412366013 |
| 1990-04-01 | 173.952078342640 |
| 1990-05-01 | 173.808393680579 |
| 1990-06-01 | 174.627113649840 |
| 1990-07-01 | 174.413898976982 |
| 1990-08-01 | 175.189619241172 |
| 1990-09-01 | 175.393425682959 |
| 1990-10-01 | 176.687973817887 |
| 1990-11-01 | 175.519680991996 |
| 1990-12-01 | 175.319324712831 |
| 1991-01-01 | 175.346186446228 |
| 1991-02-01 | 175.719260286886 |
| 1991-03-01 | 175.413289940796 |
| 1991-04-01 | 173.523398471747 |
| 1991-05-01 | 174.216889818851 |
| 1991-06-01 | 175.652260512369 |
| 1991-07-01 | 175.134292555555 |
| 1991-08-01 | 175.619289214335 |
| 1991-09-01 | 175.591220562740 |
| 1991-10-01 | 173.546168872226 |
| 1991-11-01 | 173.518753910920 |
| 1991-12-01 | 174.610720483813 |
| 1992-01-01 | 174.491433372033 |
| 1992-02-01 | 174.847154955642 |
| 1992-03-01 | 174.375452479914 |
| 1992-04-01 | 175.704932805536 |
| 1992-05-01 | 175.902901404236 |
| 1992-06-01 | 175.512573201139 |
| 1992-07-01 | 176.363831843366 |
| 1992-08-01 | 176.081806288461 |
| 1992-09-01 | 176.460145441077 |
| 1992-10-01 | 176.700179929565 |
| 1992-11-01 | 177.085414647227 |
| 1992-12-01 | 177.035954599333 |
| 1993-01-01 | 178.414071323623 |
| 1993-02-01 | 179.789004648965 |
| 1993-03-01 | 177.684426294862 |
| 1993-04-01 | 178.974439535652 |
| 1993-05-01 | 179.593122854898 |
| 1993-06-01 | 179.844468964437 |
| 1993-07-01 | 179.986970506350 |
| 1993-08-01 | 180.223884658584 |
| 1993-09-01 | 180.483664076730 |
| 1993-10-01 | 181.189730868008 |
| 1993-11-01 | 181.854923029880 |
| 1993-12-01 | 182.084889984811 |
| 1994-01-01 | 180.520456792854 |
| 1994-02-01 | 181.330423469652 |
| 1994-03-01 | 182.622652697703 |
| 1994-04-01 | 182.815465214389 |
| 1994-05-01 | 182.390986808406 |
| 1994-06-01 | 183.224833924595 |
| 1994-07-01 | 184.079676206171 |
| 1994-08-01 | 184.822601091641 |
| 1994-09-01 | 185.614931772655 |
| 1994-10-01 | 183.920281305485 |
| 1994-11-01 | 184.319832702330 |
| 1994-12-01 | 184.503090184857 |
| 1995-01-01 | 183.718601995733 |
| 1995-02-01 | 184.310774366317 |
| 1995-03-01 | 185.400409548861 |
| 1995-04-01 | 184.460334566737 |
| 1995-05-01 | 184.827820686158 |
| 1995-06-01 | 185.195801415150 |
| 1995-07-01 | 184.930145447743 |
| 1995-08-01 | 185.342789775048 |
| 1995-09-01 | 186.384598097239 |
| 1995-10-01 | 186.456900256959 |
| 1995-11-01 | 187.051582257079 |
| 1995-12-01 | 187.791750392222 |
| 1996-01-01 | 185.684606946471 |
| 1996-02-01 | 187.959683938005 |
| 1996-03-01 | 187.781075353752 |
| 1996-04-01 | 188.665637243377 |
| 1996-05-01 | 188.728111577403 |
| 1996-06-01 | 188.904007090262 |
| 1996-07-01 | 188.992885581737 |
| 1996-08-01 | 189.799283797642 |
| 1996-09-01 | 190.108736758695 |
| 1996-10-01 | 190.271437192566 |
| 1996-11-01 | 190.871706866017 |
| 1996-12-01 | 191.083470589613 |
| 1997-01-01 | 192.264694113708 |
| 1997-02-01 | 192.414284042151 |
| 1997-03-01 | 192.688341973543 |
| 1997-04-01 | 192.735196599899 |
| 1997-05-01 | 193.637830451400 |
| 1997-06-01 | 194.208041680158 |
| 1997-07-01 | 194.875983340206 |
| 1997-08-01 | 194.819537141514 |
| 1997-09-01 | 195.091658672018 |
| 1997-10-01 | 197.867210576771 |
| 1997-11-01 | 198.046269016762 |
| 1997-12-01 | 198.590128007779 |
| 1998-01-01 | 199.320225040136 |
| 1998-02-01 | 199.835310685416 |
| 1998-03-01 | 200.900236063842 |
| 1998-04-01 | 201.569434304373 |
| 1998-05-01 | 203.339380490099 |
| 1998-06-01 | 201.946451521543 |
| 1998-07-01 | 202.354190580156 |
| 1998-08-01 | 202.710879667688 |
| 1998-09-01 | 203.211718669535 |
| 1998-10-01 | 203.235480372712 |
| 1998-11-01 | 203.354964274548 |
| 1998-12-01 | 203.801919093518 |
| 1999-01-01 | 202.621689838629 |
| 1999-02-01 | 205.367030982649 |
| 1999-03-01 | 205.429388124590 |
| 1999-04-01 | 206.590072039469 |
| 1999-05-01 | 206.766575243349 |
| 1999-06-01 | 206.670297017556 |
| 1999-07-01 | 208.333080282277 |
| 1999-08-01 | 209.096374014472 |
| 1999-09-01 | 209.465995069638 |
| 1999-10-01 | 210.639293296921 |
| 1999-11-01 | 210.840488646445 |
| 1999-12-01 | 212.040552228783 |
| 2000-01-01 | 212.279204983257 |
| 2000-02-01 | 213.503054321514 |
| 2000-03-01 | 213.710278009390 |
| 2000-04-01 | 214.354532601801 |
| 2000-05-01 | 214.642165493649 |
| 2000-06-01 | 215.976849551654 |
| 2000-07-01 | 216.042990609272 |
| 2000-08-01 | 215.216569473733 |
| 2000-09-01 | 215.924710491605 |
| 2000-10-01 | 216.446856528326 |
| 2000-11-01 | 217.540785638429 |
| 2000-12-01 | 218.006049205030 |
| 2001-01-01 | 219.090215723058 |
| 2001-02-01 | 218.768439026809 |
| 2001-03-01 | 219.708853233002 |
| 2001-04-01 | 217.238716828786 |
| 2001-05-01 | 217.735591860859 |
| 2001-06-01 | 218.865956992472 |
| 2001-07-01 | 218.374246293386 |
| 2001-08-01 | 218.723591702067 |
| 2001-09-01 | 218.035771975138 |
| 2001-10-01 | 217.896290742762 |
| 2001-11-01 | 218.466237287217 |
| 2001-12-01 | 218.319886337421 |
| 2002-01-01 | 219.263027556469 |
| 2002-02-01 | 219.109971911175 |
| 2002-03-01 | 220.313279966582 |
| 2002-04-01 | 218.849465681992 |
| 2002-05-01 | 219.366400305050 |
| 2002-06-01 | 219.883868361628 |
| 2002-07-01 | 221.298871481882 |
| 2002-08-01 | 222.664820413998 |
| 2002-09-01 | 223.540405557152 |
| 2002-10-01 | 223.479572141646 |
| 2002-11-01 | 223.547534440389 |
| 2002-12-01 | 224.209257314769 |
| 2003-01-01 | 225.961078494355 |
| 2003-02-01 | 224.885207360937 |
| 2003-03-01 | 225.249623871288 |
| 2003-04-01 | 225.685113049714 |
| 2003-05-01 | 226.627622991594 |
| 2003-06-01 | 226.473163761747 |
| 2003-07-01 | 226.565768384643 |
| 2003-08-01 | 227.539500456211 |
| 2003-09-01 | 228.832092496512 |
| 2003-10-01 | 229.524319514520 |
| 2003-11-01 | 229.765688734781 |
| 2003-12-01 | 230.385581281190 |
| 2004-01-01 | 229.870272500962 |
| 2004-02-01 | 230.375374037711 |
| 2004-03-01 | 231.021763021267 |
| 2004-04-01 | 231.468432848484 |
| 2004-05-01 | 231.468363544472 |
| 2004-06-01 | 231.778196376586 |
| 2004-07-01 | 230.957991931189 |
| 2004-08-01 | 230.528969609920 |
| 2004-09-01 | 230.833768221509 |
| 2004-10-01 | 232.949453648963 |
| 2004-11-01 | 232.663232429224 |
| 2004-12-01 | 232.237141196476 |
| 2005-01-01 | 233.179780678529 |
| 2005-02-01 | 234.327929957810 |
| 2005-03-01 | 234.270459479473 |
| 2005-04-01 | 235.981644476450 |
| 2005-05-01 | 236.326805076124 |
| 2005-06-01 | 236.759830965536 |
| 2005-07-01 | 238.444782366479 |
| 2005-08-01 | 238.201743181124 |
| 2005-09-01 | 238.189747197675 |
| 2005-10-01 | 238.185427081770 |
| 2005-11-01 | 238.967931643415 |
| 2005-12-01 | 239.008541113337 |
| 2006-01-01 | 240.280560382024 |
| 2006-02-01 | 241.004669168144 |
| 2006-03-01 | 242.242681557001 |
| 2006-04-01 | 242.262163986004 |
| 2006-05-01 | 242.348879238217 |
| 2006-06-01 | 242.923531141269 |
| 2006-07-01 | 243.416867093444 |
| 2006-08-01 | 244.235246247056 |
| 2006-09-01 | 245.112880070714 |
| 2006-10-01 | 244.983040787741 |
| 2006-11-01 | 244.584746505149 |
| 2006-12-01 | 244.988161934484 |
| 2007-01-01 | 244.730318062487 |
| 2007-02-01 | 244.345402774588 |
| 2007-03-01 | 245.453845194493 |
| 2007-04-01 | 244.374875363944 |
| 2007-05-01 | 245.251236565181 |
| 2007-06-01 | 246.457566779116 |
| 2007-07-01 | 246.183793900594 |
| 2007-08-01 | 246.100025024773 |
| 2007-09-01 | 246.017143050287 |
| 2007-10-01 | 247.290189155332 |
| 2007-11-01 | 247.050859281525 |
| 2007-12-01 | 247.465592714597 |
| 2008-01-01 | 247.289247177572 |
| 2008-02-01 | 246.884724815632 |
| 2008-03-01 | 246.577992953218 |
| 2008-04-01 | 246.161253474534 |
| 2008-05-01 | 246.486017607244 |
| 2008-06-01 | 246.119855860465 |
| 2008-07-01 | 246.557358832029 |
| 2008-08-01 | 246.159500454577 |
| 2008-09-01 | 245.306138145782 |
| 2008-10-01 | 244.856628663195 |
| 2008-11-01 | 243.031484695294 |
| 2008-12-01 | 243.809871691593 |
| 2009-01-01 | 242.995884450283 |
| 2009-02-01 | 242.258407264447 |
| 2009-03-01 | 241.088026781941 |
| 2009-04-01 | 239.258549091482 |
| 2009-05-01 | 241.171643705430 |
| 2009-06-01 | 240.883731753073 |
| 2009-07-01 | 240.979736415491 |
| 2009-08-01 | 240.935048529964 |
| 2009-09-01 | 240.642867745885 |
| 2009-10-01 | 240.950131879243 |
| 2009-11-01 | 241.055864982817 |
| 2009-12-01 | 240.882194518594 |
| 2010-01-01 | 241.221607122717 |
| 2010-02-01 | 241.524833757829 |
| 2010-03-01 | 242.392596406105 |
| 2010-04-01 | 242.833001587889 |
| 2010-05-01 | 242.954964154223 |
| 2010-06-01 | 242.833385959116 |
| 2010-07-01 | 243.090805366466 |
| 2010-08-01 | 243.908366805731 |
| 2010-09-01 | 244.407004164648 |
| 2010-10-01 | 245.570100653145 |
| 2010-11-01 | 246.060579820597 |
| 2010-12-01 | 248.790111328447 |
| 2011-01-01 | 247.147216967461 |
| 2011-02-01 | 247.859958702057 |
| 2011-03-01 | 248.511700281505 |
| 2011-04-01 | 250.009549384098 |
| 2011-05-01 | 250.552655922776 |
| 2011-06-01 | 250.815714140586 |
| 2011-07-01 | 251.748841907344 |
| 2011-08-01 | 251.999302741342 |
| 2011-09-01 | 252.923696268840 |
| 2011-10-01 | 252.987455578845 |
| 2011-11-01 | 253.001573986005 |
| 2011-12-01 | 254.859464021986 |
| 2012-01-01 | 255.229961151171 |
| 2012-02-01 | 256.929089878336 |
| 2012-03-01 | 257.701166611893 |
| 2012-04-01 | 257.302693622918 |
| 2012-05-01 | 256.743651765140 |
| 2012-06-01 | 257.245599631545 |
| 2012-07-01 | 256.631421900916 |
| 2012-08-01 | 257.214649137507 |
| 2012-09-01 | 257.813931320960 |
| 2012-10-01 | 257.192738894915 |
| 2012-11-01 | 257.577779735534 |
| 2012-12-01 | 257.505255778673 |
| 2013-01-01 | 258.670055995205 |
| 2013-02-01 | 259.335584966721 |
| 2013-03-01 | 259.376435022224 |
| 2013-04-01 | 259.602486461109 |
| 2013-05-01 | 259.561402989950 |
| 2013-06-01 | 260.914799766346 |
| 2013-07-01 | 261.154164237270 |
| 2013-08-01 | 261.530120103694 |
| 2013-09-01 | 261.539040970362 |
| 2013-10-01 | 260.633557194842 |
| 2013-11-01 | 261.152473578184 |
| 2013-12-01 | 261.308781613338 |
| 2014-01-01 | 261.530050785394 |
| 2014-02-01 | 260.906067822488 |
| 2014-03-01 | 261.673823141640 |
| 2014-04-01 | 263.128166408819 |
| 2014-05-01 | 264.329658130316 |
| 2014-06-01 | 264.379946356055 |
| 2014-07-01 | 264.183124526810 |
| 2014-08-01 | 264.816019473335 |
| 2014-09-01 | 265.289006455344 |
| 2014-10-01 | 266.637039731699 |
| 2014-11-01 | 266.706656745379 |
| 2014-12-01 | 268.091752285015 |
| 2015-01-01 | 266.931936307094 |
| 2015-02-01 | 266.597545990686 |
| 2015-03-01 | 266.836629672280 |
| 2015-04-01 | 267.536372939304 |
| 2015-05-01 | 268.900922927494 |
| 2015-06-01 | 269.310724002069 |
| 2015-07-01 | 270.342580578328 |
| 2015-08-01 | 270.692169145877 |
| 2015-09-01 | 270.886452024115 |
| 2015-10-01 | 272.503359867014 |
| 2015-11-01 | 273.233207053372 |
| 2015-12-01 | 274.712252204812 |
| 2016-01-01 | 273.229170895269 |
| 2016-02-01 | 273.796117311004 |
| 2016-03-01 | 275.154383294928 |
| 2016-04-01 | 274.956310862086 |
| 2016-05-01 | 274.744280514749 |
| 2016-06-01 | 274.903853558010 |
| 2016-07-01 | 276.776146233351 |
| 2016-08-01 | 277.100685129830 |
| 2016-09-01 | 278.411721919643 |
| 2016-10-01 | 278.913713558143 |
| 2016-11-01 | 278.835692593628 |
| 2016-12-01 | 279.199674778609 |
| 2017-01-01 | 279.579584593845 |
| 2017-02-01 | 279.686989513456 |
| 2017-03-01 | 278.954796138311 |
| 2017-04-01 | 279.068135269331 |
| 2017-05-01 | 279.329065817082 |
| 2017-06-01 | 279.802706099405 |
| 2017-07-01 | 279.854584616062 |
| 2017-08-01 | 279.971798294793 |
| 2017-09-01 | 280.698332617919 |
| 2017-10-01 | 280.038800511638 |
| 2017-11-01 | 280.826501994366 |
| 2017-12-01 | 281.122956665027 |
| 2018-01-01 | 281.459510574838 |
| 2018-02-01 | 282.557723308808 |
| 2018-03-01 | 281.768899053414 |
| 2018-04-01 | 283.043679087066 |
| 2018-05-01 | 283.327014991410 |
| 2018-06-01 | 283.478084194166 |
| 2018-07-01 | 282.888107934336 |
| 2018-08-01 | 283.258080251251 |
| 2018-09-01 | 283.223116423842 |
| 2018-10-01 | 284.276596985958 |
| 2018-11-01 | 284.311688821152 |
| 2018-12-01 | 284.775319814918 |
| 2019-01-01 | 285.200481691554 |
| 2019-02-01 | 285.367740673062 |
| 2019-03-01 | 285.997615288152 |
| 2019-04-01 | 285.897849782467 |
| 2019-05-01 | 286.578755681332 |
| 2019-06-01 | 286.515933424940 |
| 2019-07-01 | 287.188493051525 |
| 2019-08-01 | 288.134961874885 |
| 2019-09-01 | 287.346400908453 |
| 2019-10-01 | 288.268782658378 |
| 2019-11-01 | 289.522963395964 |
| 2019-12-01 | 290.347964091415 |
| 2020-01-01 | 289.541724785821 |
| 2020-02-01 | 289.448893067035 |
| 2020-03-01 | 286.210306821342 |
| 2020-04-01 | 228.513298412287 |
| 2020-05-01 | 239.254272387777 |
| 2020-06-01 | 250.022931521506 |
| 2020-07-01 | 261.222610334712 |
| 2020-08-01 | 262.522795226346 |
| 2020-09-01 | 265.082604652675 |
| 2020-10-01 | 270.013194726188 |
| 2020-11-01 | 271.055909031973 |
| 2020-12-01 | 271.317456576464 |
| 2021-01-01 | 272.990391375229 |
| 2021-02-01 | 274.603386446726 |
| 2021-03-01 | 275.679625880647 |
| 2021-04-01 | 275.978112549264 |
| 2021-05-01 | 276.299930499228 |
| 2021-06-01 | 277.758728584287 |
| 2021-07-01 | 279.854090085480 |
| 2021-08-01 | 280.120205444051 |
| 2021-09-01 | 280.801853332971 |
| 2021-10-01 | 285.236081435269 |
| 2021-11-01 | 285.932748799877 |
| 2021-12-01 | 286.887667226697 |
| 2022-01-01 | 285.561354544321 |
| 2022-02-01 | 289.043129976313 |
| 2022-03-01 | 289.416199474206 |
| 2022-04-01 | 290.783748948418 |
| 2022-05-01 | 291.100487355576 |
| 2022-06-01 | 291.728904732732 |
| 2022-07-01 | 293.206486380179 |
| 2022-08-01 | 294.151967216204 |
| 2022-09-01 | 293.476079019215 |
| 2022-10-01 | 293.865037571393 |
| 2022-11-01 | 293.831856237595 |
| 2022-12-01 | 294.721829558929 |
| 2023-01-01 | 295.985032888762 |
| 2023-02-01 | 295.785485919489 |
| 2023-03-01 | 295.871829311863 |
| 2023-04-01 | 295.970638546818 |
| 2023-05-01 | 295.710312055344 |
| 2023-06-01 | 296.743376284339 |
| 2023-07-01 | 294.389650707149 |
| 2023-08-01 | 294.927431784022 |
| 2023-09-01 | 295.798414794975 |
| 2023-10-01 | 296.046583480712 |
| 2023-11-01 | 296.561880993206 |
| 2023-12-01 | 297.757012973077 |
| 2024-01-01 | 298.256896765211 |
| 2024-02-01 | 299.004550532362 |
| 2024-03-01 | 300.201768004120 |
| 2024-04-01 | 300.609242292625 |
| 2024-05-01 | 301.803296848377 |
| 2024-06-01 | 302.222271613874 |
| 2024-07-01 | 302.173565845002 |
| 2024-08-01 | 302.872246020246 |
| 2024-09-01 | 304.034220665956 |
| 2024-10-01 | 304.376363468744 |
| 2024-11-01 | 304.706328448193 |
| 2024-12-01 | 305.083642845934 |
| 2025-01-01 | 305.229066640022 |
| 2025-02-01 | 306.668212988655 |
| 2025-03-01 | 307.100435245348 |
| 2025-04-01 | 307.077733405724 |
| 2025-05-01 | 307.697749717448 |
| 2025-06-01 | 308.499517865837 |
| 2025-07-01 | 308.667886011223 |
| 2025-08-01 | 309.172093555135 |
| 2025-09-01 | 309.272082099522 |
| 2025-10-01 | 310.118356857836 |
| 2025-11-01 | 310.287529152988 |
| 2025-12-01 | 310.699403147013 |
| 2026-01-01 | 310.493538030430 |
| 2026-02-01 | 309.038526060310 |
| 2026-03-01 | 310.140112482288 |
| 2026-04-01 | 311.560756524880 |
| 2026-05-01 | 312.016064613848 |
| 2026-06-01 | 313.000610346193 |
| 2026-07-01 | 314.240738023105 |