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 2026-05-01 |
| Last Updated | 2026-06-24 10:04 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 | 174.240818063690 |
| 1990-02-01 | 173.898766910019 |
| 1990-03-01 | 174.324348007913 |
| 1990-04-01 | 173.952569871374 |
| 1990-05-01 | 173.808956689700 |
| 1990-06-01 | 174.627747802554 |
| 1990-07-01 | 174.414499939597 |
| 1990-08-01 | 175.190219185006 |
| 1990-09-01 | 175.394034167993 |
| 1990-10-01 | 176.687782161316 |
| 1990-11-01 | 175.519547585742 |
| 1990-12-01 | 175.319525170653 |
| 1991-01-01 | 175.344518271627 |
| 1991-02-01 | 175.718535476210 |
| 1991-03-01 | 175.412220023465 |
| 1991-04-01 | 173.523852323037 |
| 1991-05-01 | 174.217467297432 |
| 1991-06-01 | 175.652859257816 |
| 1991-07-01 | 175.134888710036 |
| 1991-08-01 | 175.619911362635 |
| 1991-09-01 | 175.591871288084 |
| 1991-10-01 | 173.546007911439 |
| 1991-11-01 | 173.518680465231 |
| 1991-12-01 | 174.610977055711 |
| 1992-01-01 | 174.489484680314 |
| 1992-02-01 | 174.846570938397 |
| 1992-03-01 | 174.374420727222 |
| 1992-04-01 | 175.705355515076 |
| 1992-05-01 | 175.903480748511 |
| 1992-06-01 | 175.513116893677 |
| 1992-07-01 | 176.364399249940 |
| 1992-08-01 | 176.082431107221 |
| 1992-09-01 | 176.460830527467 |
| 1992-10-01 | 176.700061976717 |
| 1992-11-01 | 177.085418166524 |
| 1992-12-01 | 177.036300598025 |
| 1993-01-01 | 178.411827640355 |
| 1993-02-01 | 179.788540710149 |
| 1993-03-01 | 177.683493672537 |
| 1993-04-01 | 178.974765687105 |
| 1993-05-01 | 179.593685092453 |
| 1993-06-01 | 179.844956150030 |
| 1993-07-01 | 179.987516101702 |
| 1993-08-01 | 180.224503163131 |
| 1993-09-01 | 180.484333433707 |
| 1993-10-01 | 181.189692343481 |
| 1993-11-01 | 181.855034061184 |
| 1993-12-01 | 182.085301729030 |
| 1994-01-01 | 180.517859398849 |
| 1994-02-01 | 181.330196917085 |
| 1994-03-01 | 182.621892730991 |
| 1994-04-01 | 182.815730083609 |
| 1994-05-01 | 182.391490720295 |
| 1994-06-01 | 183.225273746053 |
| 1994-07-01 | 184.080175868389 |
| 1994-08-01 | 184.823161804266 |
| 1994-09-01 | 185.615539423185 |
| 1994-10-01 | 183.920304240514 |
| 1994-11-01 | 184.319979543490 |
| 1994-12-01 | 184.503459820230 |
| 1995-01-01 | 183.716034973731 |
| 1995-02-01 | 184.310650871399 |
| 1995-03-01 | 185.399895416126 |
| 1995-04-01 | 184.460518145818 |
| 1995-05-01 | 184.828278248694 |
| 1995-06-01 | 185.196179313128 |
| 1995-07-01 | 184.930579516376 |
| 1995-08-01 | 185.343261886816 |
| 1995-09-01 | 186.385101938880 |
| 1995-10-01 | 186.456936848520 |
| 1995-11-01 | 187.051720301294 |
| 1995-12-01 | 187.792008040070 |
| 1996-01-01 | 185.682226067807 |
| 1996-02-01 | 187.959657559830 |
| 1996-03-01 | 187.780787382340 |
| 1996-04-01 | 188.665895615631 |
| 1996-05-01 | 188.728484156878 |
| 1996-06-01 | 188.904342724378 |
| 1996-07-01 | 188.993239264047 |
| 1996-08-01 | 189.799648790735 |
| 1996-09-01 | 190.109132423077 |
| 1996-10-01 | 190.271441875149 |
| 1996-11-01 | 190.871754129291 |
| 1996-12-01 | 191.083558544987 |
| 1997-01-01 | 192.262783907032 |
| 1997-02-01 | 192.414239048193 |
| 1997-03-01 | 192.688196710032 |
| 1997-04-01 | 192.735547247669 |
| 1997-05-01 | 193.638149457392 |
| 1997-06-01 | 194.208299283441 |
| 1997-07-01 | 194.876280747782 |
| 1997-08-01 | 194.819805614983 |
| 1997-09-01 | 195.091936502151 |
| 1997-10-01 | 197.867204717952 |
| 1997-11-01 | 198.046256273275 |
| 1997-12-01 | 198.590105364796 |
| 1998-01-01 | 199.318684000606 |
| 1998-02-01 | 199.835239599664 |
| 1998-03-01 | 200.900065851382 |
| 1998-04-01 | 201.570001852033 |
| 1998-05-01 | 203.339682348936 |
| 1998-06-01 | 201.946652731085 |
| 1998-07-01 | 202.354443266663 |
| 1998-08-01 | 202.711060849197 |
| 1998-09-01 | 203.211888713275 |
| 1998-10-01 | 203.235474093761 |
| 1998-11-01 | 203.354892276909 |
| 1998-12-01 | 203.801788327392 |
| 1999-01-01 | 202.620671537449 |
| 1999-02-01 | 205.366821894112 |
| 1999-03-01 | 205.429083582164 |
| 1999-04-01 | 206.590762008974 |
| 1999-05-01 | 206.766934200402 |
| 1999-06-01 | 206.670429375065 |
| 1999-07-01 | 208.333313380843 |
| 1999-08-01 | 209.096517756539 |
| 1999-09-01 | 209.466110791301 |
| 1999-10-01 | 210.639268594973 |
| 1999-11-01 | 210.840392886498 |
| 1999-12-01 | 212.040390205446 |
| 2000-01-01 | 212.278449923684 |
| 2000-02-01 | 213.502747145951 |
| 2000-03-01 | 213.709824064702 |
| 2000-04-01 | 214.355335433091 |
| 2000-05-01 | 214.642557435646 |
| 2000-06-01 | 215.976974054085 |
| 2000-07-01 | 216.043219336302 |
| 2000-08-01 | 215.216685442926 |
| 2000-09-01 | 215.924771451654 |
| 2000-10-01 | 216.446819917592 |
| 2000-11-01 | 217.540674366636 |
| 2000-12-01 | 218.005858845680 |
| 2001-01-01 | 219.089716956024 |
| 2001-02-01 | 218.768099519231 |
| 2001-03-01 | 219.708348481439 |
| 2001-04-01 | 217.239424109241 |
| 2001-05-01 | 217.735993445269 |
| 2001-06-01 | 218.866067823699 |
| 2001-07-01 | 218.374477928475 |
| 2001-08-01 | 218.723691507770 |
| 2001-09-01 | 218.035792331663 |
| 2001-10-01 | 217.896255363126 |
| 2001-11-01 | 218.466140524201 |
| 2001-12-01 | 218.319709360163 |
| 2002-01-01 | 219.262685078452 |
| 2002-02-01 | 219.109668309305 |
| 2002-03-01 | 220.312788100099 |
| 2002-04-01 | 218.850048825854 |
| 2002-05-01 | 219.366760504800 |
| 2002-06-01 | 219.883989062490 |
| 2002-07-01 | 221.299073610800 |
| 2002-08-01 | 222.664896310888 |
| 2002-09-01 | 223.540399798844 |
| 2002-10-01 | 223.479521532408 |
| 2002-11-01 | 223.547449448496 |
| 2002-12-01 | 224.209089064683 |
| 2003-01-01 | 225.960896915938 |
| 2003-02-01 | 224.884985638369 |
| 2003-03-01 | 225.249266546815 |
| 2003-04-01 | 225.685463817154 |
| 2003-05-01 | 226.627904952033 |
| 2003-06-01 | 226.473275205088 |
| 2003-07-01 | 226.565927520840 |
| 2003-08-01 | 227.539555557740 |
| 2003-09-01 | 228.832074960649 |
| 2003-10-01 | 229.524269158091 |
| 2003-11-01 | 229.765632120987 |
| 2003-12-01 | 230.385450827194 |
| 2004-01-01 | 229.870168460430 |
| 2004-02-01 | 230.375252332839 |
| 2004-03-01 | 231.021560360880 |
| 2004-04-01 | 231.468619562372 |
| 2004-05-01 | 231.468517838567 |
| 2004-06-01 | 231.778293467205 |
| 2004-07-01 | 230.958093593793 |
| 2004-08-01 | 230.528998521843 |
| 2004-09-01 | 230.833745730815 |
| 2004-10-01 | 232.949410886995 |
| 2004-11-01 | 232.663200785138 |
| 2004-12-01 | 232.237051195389 |
| 2005-01-01 | 233.179734577349 |
| 2005-02-01 | 234.327895837544 |
| 2005-03-01 | 234.270419685216 |
| 2005-04-01 | 235.981678805398 |
| 2005-05-01 | 236.326860772150 |
| 2005-06-01 | 236.759881193468 |
| 2005-07-01 | 238.444843999213 |
| 2005-08-01 | 238.201756748254 |
| 2005-09-01 | 238.189738338387 |
| 2005-10-01 | 238.185401779144 |
| 2005-11-01 | 238.967924345994 |
| 2005-12-01 | 239.008476308505 |
| 2006-01-01 | 240.280547132872 |
| 2006-02-01 | 241.004663392454 |
| 2006-03-01 | 242.242677788371 |
| 2006-04-01 | 242.262176992920 |
| 2006-05-01 | 242.348894227449 |
| 2006-06-01 | 242.923552724229 |
| 2006-07-01 | 243.416895602796 |
| 2006-08-01 | 244.235252971062 |
| 2006-09-01 | 245.112881446909 |
| 2006-10-01 | 244.983024785414 |
| 2006-11-01 | 244.584746768414 |
| 2006-12-01 | 244.988115648163 |
| 2007-01-01 | 244.730311438368 |
| 2007-02-01 | 244.345407159794 |
| 2007-03-01 | 245.453847537549 |
| 2007-04-01 | 244.374884537507 |
| 2007-05-01 | 245.251238314151 |
| 2007-06-01 | 246.457578024385 |
| 2007-07-01 | 246.183810251468 |
| 2007-08-01 | 246.100036086677 |
| 2007-09-01 | 246.017152292079 |
| 2007-10-01 | 247.290189761776 |
| 2007-11-01 | 247.050880564669 |
| 2007-12-01 | 247.465482763313 |
| 2008-01-01 | 247.289253634405 |
| 2008-02-01 | 246.884737221975 |
| 2008-03-01 | 246.577998134083 |
| 2008-04-01 | 246.161264988751 |
| 2008-05-01 | 246.486021530966 |
| 2008-06-01 | 246.119870877360 |
| 2008-07-01 | 246.557376984509 |
| 2008-08-01 | 246.159516236763 |
| 2008-09-01 | 245.306151990555 |
| 2008-10-01 | 244.856637136102 |
| 2008-11-01 | 243.031519654866 |
| 2008-12-01 | 243.809684064961 |
| 2009-01-01 | 242.995917699245 |
| 2009-02-01 | 242.258426433881 |
| 2009-03-01 | 241.088032258369 |
| 2009-04-01 | 239.258563915174 |
| 2009-05-01 | 241.171651541895 |
| 2009-06-01 | 240.883750826946 |
| 2009-07-01 | 240.979759514647 |
| 2009-08-01 | 240.935068610711 |
| 2009-09-01 | 240.642886739481 |
| 2009-10-01 | 240.950152061481 |
| 2009-11-01 | 241.055931891606 |
| 2009-12-01 | 240.881873030602 |
| 2010-01-01 | 241.221687201207 |
| 2010-02-01 | 241.524871325970 |
| 2010-03-01 | 242.392605729276 |
| 2010-04-01 | 242.833022166762 |
| 2010-05-01 | 242.954980341178 |
| 2010-06-01 | 242.833408299308 |
| 2010-07-01 | 243.090829938158 |
| 2010-08-01 | 243.908388267353 |
| 2010-09-01 | 244.407023924503 |
| 2010-10-01 | 245.570121415780 |
| 2010-11-01 | 246.060655145368 |
| 2010-12-01 | 248.789712304223 |
| 2011-01-01 | 247.147328249372 |
| 2011-02-01 | 247.860016972857 |
| 2011-03-01 | 248.511714270960 |
| 2011-04-01 | 250.009575187245 |
| 2011-05-01 | 250.552672009667 |
| 2011-06-01 | 250.815734373206 |
| 2011-07-01 | 251.748864026220 |
| 2011-08-01 | 251.999320786525 |
| 2011-09-01 | 252.923714660658 |
| 2011-10-01 | 252.987477625811 |
| 2011-11-01 | 253.001663255007 |
| 2011-12-01 | 254.859010478254 |
| 2012-01-01 | 255.230099539265 |
| 2012-02-01 | 256.929175828939 |
| 2012-03-01 | 257.701201505543 |
| 2012-04-01 | 257.302716896648 |
| 2012-05-01 | 256.743658844385 |
| 2012-06-01 | 257.245607886981 |
| 2012-07-01 | 256.631428072110 |
| 2012-08-01 | 257.214658420673 |
| 2012-09-01 | 257.813943943831 |
| 2012-10-01 | 257.192742028402 |
| 2012-11-01 | 257.577847870320 |
| 2012-12-01 | 257.504885899262 |
| 2013-01-01 | 258.670206636914 |
| 2013-02-01 | 259.335675107984 |
| 2013-03-01 | 259.376491643518 |
| 2013-04-01 | 259.602522924952 |
| 2013-05-01 | 259.561372776752 |
| 2013-06-01 | 260.914734109268 |
| 2013-07-01 | 261.154176565419 |
| 2013-08-01 | 261.530128795539 |
| 2013-09-01 | 261.539048450877 |
| 2013-10-01 | 260.633547880698 |
| 2013-11-01 | 261.152530321743 |
| 2013-12-01 | 261.308519881628 |
| 2014-01-01 | 261.530206555821 |
| 2014-02-01 | 260.906158051005 |
| 2014-03-01 | 261.673902370209 |
| 2014-04-01 | 263.128200839524 |
| 2014-05-01 | 264.329573198885 |
| 2014-06-01 | 264.379790876259 |
| 2014-07-01 | 264.183141964328 |
| 2014-08-01 | 264.816041129526 |
| 2014-09-01 | 265.289021320905 |
| 2014-10-01 | 266.637025279323 |
| 2014-11-01 | 266.706693130560 |
| 2014-12-01 | 268.091660758792 |
| 2015-01-01 | 266.932092717172 |
| 2015-02-01 | 266.597702263718 |
| 2015-03-01 | 266.836721364694 |
| 2015-04-01 | 267.536321627443 |
| 2015-05-01 | 268.900670624557 |
| 2015-06-01 | 269.310396516294 |
| 2015-07-01 | 270.342589292303 |
| 2015-08-01 | 270.692254926869 |
| 2015-09-01 | 270.886566543326 |
| 2015-10-01 | 272.503446650951 |
| 2015-11-01 | 273.233330525188 |
| 2015-12-01 | 274.712333242809 |
| 2016-01-01 | 273.229407562620 |
| 2016-02-01 | 273.796378472760 |
| 2016-03-01 | 275.154355240772 |
| 2016-04-01 | 274.955895621199 |
| 2016-05-01 | 274.743630936246 |
| 2016-06-01 | 274.903283936618 |
| 2016-07-01 | 276.776128436144 |
| 2016-08-01 | 277.101046089718 |
| 2016-09-01 | 278.412289230677 |
| 2016-10-01 | 278.914012313483 |
| 2016-11-01 | 278.836189997202 |
| 2016-12-01 | 279.199438248275 |
| 2017-01-01 | 279.580268033434 |
| 2017-02-01 | 279.687537838029 |
| 2017-03-01 | 278.954409721749 |
| 2017-04-01 | 279.067192502978 |
| 2017-05-01 | 279.327040687162 |
| 2017-06-01 | 279.801299454897 |
| 2017-07-01 | 279.855432361583 |
| 2017-08-01 | 279.973004705172 |
| 2017-09-01 | 280.699504004956 |
| 2017-10-01 | 280.039443833876 |
| 2017-11-01 | 280.827413734173 |
| 2017-12-01 | 281.122793571176 |
| 2018-01-01 | 281.460470977475 |
| 2018-02-01 | 282.558250091446 |
| 2018-03-01 | 281.768111723258 |
| 2018-04-01 | 283.042121844726 |
| 2018-05-01 | 283.321321649727 |
| 2018-06-01 | 283.475156177034 |
| 2018-07-01 | 282.894031308423 |
| 2018-08-01 | 283.259414576412 |
| 2018-09-01 | 283.224463291880 |
| 2018-10-01 | 284.277799640276 |
| 2018-11-01 | 284.313021336243 |
| 2018-12-01 | 284.774950855097 |
| 2019-01-01 | 285.201823243097 |
| 2019-02-01 | 285.368159749799 |
| 2019-03-01 | 285.995999136060 |
| 2019-04-01 | 285.895413120341 |
| 2019-05-01 | 286.569111276105 |
| 2019-06-01 | 286.511051919912 |
| 2019-07-01 | 287.198910222061 |
| 2019-08-01 | 288.140606543353 |
| 2019-09-01 | 287.346746898571 |
| 2019-10-01 | 288.269703323646 |
| 2019-11-01 | 289.524544597697 |
| 2019-12-01 | 290.347177995170 |
| 2020-01-01 | 289.543997010462 |
| 2020-02-01 | 289.448014359931 |
| 2020-03-01 | 286.207815232041 |
| 2020-04-01 | 228.510835785107 |
| 2020-05-01 | 239.243847490063 |
| 2020-06-01 | 250.014600618962 |
| 2020-07-01 | 261.239401281752 |
| 2020-08-01 | 262.530823895118 |
| 2020-09-01 | 265.081595933975 |
| 2020-10-01 | 270.013929710824 |
| 2020-11-01 | 271.058352037807 |
| 2020-12-01 | 271.316621085994 |
| 2021-01-01 | 272.994272926506 |
| 2021-02-01 | 274.601789744884 |
| 2021-03-01 | 275.675136397203 |
| 2021-04-01 | 275.971952117347 |
| 2021-05-01 | 276.284492124694 |
| 2021-06-01 | 277.743943185701 |
| 2021-07-01 | 279.876376996618 |
| 2021-08-01 | 280.134848259682 |
| 2021-09-01 | 280.802420799293 |
| 2021-10-01 | 285.239215585827 |
| 2021-11-01 | 285.939060472616 |
| 2021-12-01 | 286.890777863104 |
| 2022-01-01 | 285.563297146189 |
| 2022-02-01 | 289.041557120392 |
| 2022-03-01 | 289.406977548838 |
| 2022-04-01 | 290.767765991420 |
| 2022-05-01 | 291.074884334511 |
| 2022-06-01 | 291.705005155209 |
| 2022-07-01 | 293.235620873055 |
| 2022-08-01 | 294.173970676213 |
| 2022-09-01 | 293.486086293424 |
| 2022-10-01 | 293.876847602468 |
| 2022-11-01 | 293.845933395587 |
| 2022-12-01 | 294.733170472285 |
| 2023-01-01 | 295.984696165451 |
| 2023-02-01 | 295.785387175630 |
| 2023-03-01 | 295.852908450998 |
| 2023-04-01 | 295.947973683433 |
| 2023-05-01 | 295.643889630469 |
| 2023-06-01 | 296.689716130427 |
| 2023-07-01 | 294.448717988135 |
| 2023-08-01 | 294.968945213868 |
| 2023-09-01 | 295.825089190118 |
| 2023-10-01 | 296.073149308950 |
| 2023-11-01 | 296.587747813539 |
| 2023-12-01 | 297.774663288710 |
| 2024-01-01 | 298.248942713273 |
| 2024-02-01 | 299.004137328450 |
| 2024-03-01 | 300.172069649811 |
| 2024-04-01 | 300.576764591579 |
| 2024-05-01 | 301.676602680549 |
| 2024-06-01 | 302.138069952026 |
| 2024-07-01 | 302.279087438972 |
| 2024-08-01 | 302.933616040666 |
| 2024-09-01 | 304.081751466762 |
| 2024-10-01 | 304.421123433340 |
| 2024-11-01 | 304.744940835351 |
| 2024-12-01 | 305.105754018769 |
| 2025-01-01 | 305.214095670497 |
| 2025-02-01 | 306.667245765178 |
| 2025-03-01 | 307.059208942238 |
| 2025-04-01 | 307.038434344011 |
| 2025-05-01 | 307.498247857110 |
| 2025-06-01 | 308.386491771525 |
| 2025-07-01 | 308.828020735938 |
| 2025-08-01 | 309.254656108682 |
| 2025-09-01 | 309.338375537282 |
| 2025-10-01 | 310.179782761348 |
| 2025-11-01 | 310.337191043101 |
| 2025-12-01 | 310.722793979436 |
| 2026-01-01 | 310.466724978872 |
| 2026-02-01 | 309.034529965103 |
| 2026-03-01 | 310.089701741569 |
| 2026-04-01 | 311.509646855974 |
| 2026-05-01 | 312.258366630408 |