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 2026-08-01 |
| Last Updated | 2026-09-18 11:33 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 | 174.2424029177 |
| 1990-02-01 | 173.8995324910 |
| 1990-03-01 | 174.3253540029 |
| 1990-04-01 | 173.9520998798 |
| 1990-05-01 | 173.8084187945 |
| 1990-06-01 | 174.6271397334 |
| 1990-07-01 | 174.4139211747 |
| 1990-08-01 | 175.1896331668 |
| 1990-09-01 | 175.3934362646 |
| 1990-10-01 | 176.6879259863 |
| 1990-11-01 | 175.5196482437 |
| 1990-12-01 | 175.3192629885 |
| 1991-01-01 | 175.3462790945 |
| 1991-02-01 | 175.7192659291 |
| 1991-03-01 | 175.4132188676 |
| 1991-04-01 | 173.5234229441 |
| 1991-05-01 | 174.2169171766 |
| 1991-06-01 | 175.6522840225 |
| 1991-07-01 | 175.1343084356 |
| 1991-08-01 | 175.6192944369 |
| 1991-09-01 | 175.5912200518 |
| 1991-10-01 | 173.5461243481 |
| 1991-11-01 | 173.5187184284 |
| 1991-12-01 | 174.6106553832 |
| 1992-01-01 | 174.4915783736 |
| 1992-02-01 | 174.8471657576 |
| 1992-03-01 | 174.3753651037 |
| 1992-04-01 | 175.7049589122 |
| 1992-05-01 | 175.9029282547 |
| 1992-06-01 | 175.5125888722 |
| 1992-07-01 | 176.3638375830 |
| 1992-08-01 | 176.0817998266 |
| 1992-09-01 | 176.4601313895 |
| 1992-10-01 | 176.7001389888 |
| 1992-11-01 | 177.0853752090 |
| 1992-12-01 | 177.0358849936 |
| 1993-01-01 | 178.4142777277 |
| 1993-02-01 | 179.7890231857 |
| 1993-03-01 | 177.6843301228 |
| 1993-04-01 | 178.9744619346 |
| 1993-05-01 | 179.5931453882 |
| 1993-06-01 | 179.8444746213 |
| 1993-07-01 | 179.9869637638 |
| 1993-08-01 | 180.2238646419 |
| 1993-09-01 | 180.4836348703 |
| 1993-10-01 | 181.1896973389 |
| 1993-11-01 | 181.8548806248 |
| 1993-12-01 | 182.0848211691 |
| 1994-01-01 | 180.5207274732 |
| 1994-02-01 | 181.3304356206 |
| 1994-03-01 | 182.6225517134 |
| 1994-04-01 | 182.8154813939 |
| 1994-05-01 | 182.3910008658 |
| 1994-06-01 | 183.2248276554 |
| 1994-07-01 | 184.0796588602 |
| 1994-08-01 | 184.8225729130 |
| 1994-09-01 | 185.6148934002 |
| 1994-10-01 | 183.9202562678 |
| 1994-11-01 | 184.3197951818 |
| 1994-12-01 | 184.5030318669 |
| 1995-01-01 | 183.7188878131 |
| 1995-02-01 | 184.3107863864 |
| 1995-03-01 | 185.4003235432 |
| 1995-04-01 | 184.4603391613 |
| 1995-05-01 | 184.8278246666 |
| 1995-06-01 | 185.1957856090 |
| 1995-07-01 | 184.9301218498 |
| 1995-08-01 | 185.3427593650 |
| 1995-09-01 | 186.3845578136 |
| 1995-10-01 | 186.4568858676 |
| 1995-11-01 | 187.0515541368 |
| 1995-12-01 | 187.7917093978 |
| 1996-01-01 | 185.6848710385 |
| 1996-02-01 | 187.9596835353 |
| 1996-03-01 | 187.7810125038 |
| 1996-04-01 | 188.6656339871 |
| 1996-05-01 | 188.7281054326 |
| 1996-06-01 | 188.9039862165 |
| 1996-07-01 | 188.9928619475 |
| 1996-08-01 | 189.7992588748 |
| 1996-09-01 | 190.1087053476 |
| 1996-10-01 | 190.2714293140 |
| 1996-11-01 | 190.8716911406 |
| 1996-12-01 | 191.0834471175 |
| 1997-01-01 | 192.2648964751 |
| 1997-02-01 | 192.4142764774 |
| 1997-03-01 | 192.6883055569 |
| 1997-04-01 | 192.7351905127 |
| 1997-05-01 | 193.6378218395 |
| 1997-06-01 | 194.2080179030 |
| 1997-07-01 | 194.8759673487 |
| 1997-08-01 | 194.8195199154 |
| 1997-09-01 | 195.0916408156 |
| 1997-10-01 | 197.8672085327 |
| 1997-11-01 | 198.0462609370 |
| 1997-12-01 | 198.5901152643 |
| 1998-01-01 | 199.3203622077 |
| 1998-02-01 | 199.8352886578 |
| 1998-03-01 | 200.9002028732 |
| 1998-04-01 | 201.5694439908 |
| 1998-05-01 | 203.3393794654 |
| 1998-06-01 | 201.9464298580 |
| 1998-07-01 | 202.3541860884 |
| 1998-08-01 | 202.7108720255 |
| 1998-09-01 | 203.2117128662 |
| 1998-10-01 | 203.2354814416 |
| 1998-11-01 | 203.3549606564 |
| 1998-12-01 | 203.8019112445 |
| 1999-01-01 | 202.6217516406 |
| 1999-02-01 | 205.3670075119 |
| 1999-03-01 | 205.4293490639 |
| 1999-04-01 | 206.5901011260 |
| 1999-05-01 | 206.7665902647 |
| 1999-06-01 | 206.6702798096 |
| 1999-07-01 | 208.3330879922 |
| 1999-08-01 | 209.0963732168 |
| 1999-09-01 | 209.4659961665 |
| 1999-10-01 | 210.6392963864 |
| 1999-11-01 | 210.8404848900 |
| 1999-12-01 | 212.0405422022 |
| 2000-01-01 | 212.2792215161 |
| 2000-02-01 | 213.5030241106 |
| 2000-03-01 | 213.7102265883 |
| 2000-04-01 | 214.3545814456 |
| 2000-05-01 | 214.6421941644 |
| 2000-06-01 | 215.9768409904 |
| 2000-07-01 | 216.0430071804 |
| 2000-08-01 | 215.2165735274 |
| 2000-09-01 | 215.9247138661 |
| 2000-10-01 | 216.4468578534 |
| 2000-11-01 | 217.5407798447 |
| 2000-12-01 | 218.0060364104 |
| 2001-01-01 | 219.0902060415 |
| 2001-02-01 | 218.7684077286 |
| 2001-03-01 | 219.7088002510 |
| 2001-04-01 | 217.2387688075 |
| 2001-05-01 | 217.7356278705 |
| 2001-06-01 | 218.8659537754 |
| 2001-07-01 | 218.3742686214 |
| 2001-08-01 | 218.7235976032 |
| 2001-09-01 | 218.0357760918 |
| 2001-10-01 | 217.8962894328 |
| 2001-11-01 | 218.4662300978 |
| 2001-12-01 | 218.3198714228 |
| 2002-01-01 | 219.2630129085 |
| 2002-02-01 | 219.1099418038 |
| 2002-03-01 | 220.3132285901 |
| 2002-04-01 | 218.8495151950 |
| 2002-05-01 | 219.3664347750 |
| 2002-06-01 | 219.8838716733 |
| 2002-07-01 | 221.2988927299 |
| 2002-08-01 | 222.6648263482 |
| 2002-09-01 | 223.5404069023 |
| 2002-10-01 | 223.4795686626 |
| 2002-11-01 | 223.5475278215 |
| 2002-12-01 | 224.2092435185 |
| 2003-01-01 | 225.9610635614 |
| 2003-02-01 | 224.8851862893 |
| 2003-03-01 | 225.2495866025 |
| 2003-04-01 | 225.6851469320 |
| 2003-05-01 | 226.6276498978 |
| 2003-06-01 | 226.4731699709 |
| 2003-07-01 | 226.5657853805 |
| 2003-08-01 | 227.5395052437 |
| 2003-09-01 | 228.8320918858 |
| 2003-10-01 | 229.5243152996 |
| 2003-11-01 | 229.7656837564 |
| 2003-12-01 | 230.3855695106 |
| 2004-01-01 | 229.8702632892 |
| 2004-02-01 | 230.3753620440 |
| 2004-03-01 | 231.0217418590 |
| 2004-04-01 | 231.4684512455 |
| 2004-05-01 | 231.4683784367 |
| 2004-06-01 | 231.7782043726 |
| 2004-07-01 | 230.9580023629 |
| 2004-08-01 | 230.5289725485 |
| 2004-09-01 | 230.8337663375 |
| 2004-10-01 | 232.9494495603 |
| 2004-11-01 | 232.6632293712 |
| 2004-12-01 | 232.2371328563 |
| 2005-01-01 | 233.1797764536 |
| 2005-02-01 | 234.3279265704 |
| 2005-03-01 | 234.2704551871 |
| 2005-04-01 | 235.9816479606 |
| 2005-05-01 | 236.3268106399 |
| 2005-06-01 | 236.7598350427 |
| 2005-07-01 | 238.4447887132 |
| 2005-08-01 | 238.2017444158 |
| 2005-09-01 | 238.1897463200 |
| 2005-10-01 | 238.1854244621 |
| 2005-11-01 | 238.9679306030 |
| 2005-12-01 | 239.0085355313 |
| 2006-01-01 | 240.2805594338 |
| 2006-02-01 | 241.0046688365 |
| 2006-03-01 | 242.2426811228 |
| 2006-04-01 | 242.2621653076 |
| 2006-05-01 | 242.3488806770 |
| 2006-06-01 | 242.9235326469 |
| 2006-07-01 | 243.4168697625 |
| 2006-08-01 | 244.2352464982 |
| 2006-09-01 | 245.1128799008 |
| 2006-10-01 | 244.9830391125 |
| 2006-11-01 | 244.5847462607 |
| 2006-12-01 | 244.9881587127 |
| 2007-01-01 | 244.7303181178 |
| 2007-02-01 | 244.3454037336 |
| 2007-03-01 | 245.4538453558 |
| 2007-04-01 | 244.3748762382 |
| 2007-05-01 | 245.2512367785 |
| 2007-06-01 | 246.4575670188 |
| 2007-07-01 | 246.1837946401 |
| 2007-08-01 | 246.1000252676 |
| 2007-09-01 | 246.0171432103 |
| 2007-10-01 | 247.2901884156 |
| 2007-11-01 | 247.0508595740 |
| 2007-12-01 | 247.4655898481 |
| 2008-01-01 | 247.2892473460 |
| 2008-02-01 | 246.8847257770 |
| 2008-03-01 | 246.5779930427 |
| 2008-04-01 | 246.1612542787 |
| 2008-05-01 | 246.4860177364 |
| 2008-06-01 | 246.1198559803 |
| 2008-07-01 | 246.5573592139 |
| 2008-08-01 | 246.1595006088 |
| 2008-09-01 | 245.3061382657 |
| 2008-10-01 | 244.8566283724 |
| 2008-11-01 | 243.0314851316 |
| 2008-12-01 | 243.8098688324 |
| 2009-01-01 | 242.9958849711 |
| 2009-02-01 | 242.2584079930 |
| 2009-03-01 | 241.0880267478 |
| 2009-04-01 | 239.2585496454 |
| 2009-05-01 | 241.1716437145 |
| 2009-06-01 | 240.8837316870 |
| 2009-07-01 | 240.9797364121 |
| 2009-08-01 | 240.9350486530 |
| 2009-09-01 | 240.6428681514 |
| 2009-10-01 | 240.9501323924 |
| 2009-11-01 | 241.0558666176 |
| 2009-12-01 | 240.8821909732 |
| 2010-01-01 | 241.2216082716 |
| 2010-02-01 | 241.5248338055 |
| 2010-03-01 | 242.3925954390 |
| 2010-04-01 | 242.8330013832 |
| 2010-05-01 | 242.9549638941 |
| 2010-06-01 | 242.8333857173 |
| 2010-07-01 | 243.0908051222 |
| 2010-08-01 | 243.9083669962 |
| 2010-09-01 | 244.4070052904 |
| 2010-10-01 | 245.5701025224 |
| 2010-11-01 | 246.0605834897 |
| 2010-12-01 | 248.7901091122 |
| 2011-01-01 | 247.1472187501 |
| 2011-02-01 | 247.8599547298 |
| 2011-03-01 | 248.5116972074 |
| 2011-04-01 | 250.0095475348 |
| 2011-05-01 | 250.5526556003 |
| 2011-06-01 | 250.8157146514 |
| 2011-07-01 | 251.7488420255 |
| 2011-08-01 | 251.9993022755 |
| 2011-09-01 | 252.9236974308 |
| 2011-10-01 | 252.9874622550 |
| 2011-11-01 | 253.0015789895 |
| 2011-12-01 | 254.8594647970 |
| 2012-01-01 | 255.2299659873 |
| 2012-02-01 | 256.9290871728 |
| 2012-03-01 | 257.7011395119 |
| 2012-04-01 | 257.3026964856 |
| 2012-05-01 | 256.7436554307 |
| 2012-06-01 | 257.2456020743 |
| 2012-07-01 | 256.6314216525 |
| 2012-08-01 | 257.2146472283 |
| 2012-09-01 | 257.8139316526 |
| 2012-10-01 | 257.1927489715 |
| 2012-11-01 | 257.5777905104 |
| 2012-12-01 | 257.5052619245 |
| 2013-01-01 | 258.6700742595 |
| 2013-02-01 | 259.3355779695 |
| 2013-03-01 | 259.3763743092 |
| 2013-04-01 | 259.6024828994 |
| 2013-05-01 | 259.5614165791 |
| 2013-06-01 | 260.9148102447 |
| 2013-07-01 | 261.1541604542 |
| 2013-08-01 | 261.5301147722 |
| 2013-09-01 | 261.5390405167 |
| 2013-10-01 | 260.6335713589 |
| 2013-11-01 | 261.1524976081 |
| 2013-12-01 | 261.3088060296 |
| 2014-01-01 | 261.5300911973 |
| 2014-02-01 | 260.9060582045 |
| 2014-03-01 | 261.6737190759 |
| 2014-04-01 | 263.1281400831 |
| 2014-05-01 | 264.3296649265 |
| 2014-06-01 | 264.3799558770 |
| 2014-07-01 | 264.1831161976 |
| 2014-08-01 | 264.8159966543 |
| 2014-09-01 | 265.2889984330 |
| 2014-10-01 | 266.6370768719 |
| 2014-11-01 | 266.7067227728 |
| 2014-12-01 | 268.0918248927 |
| 2015-01-01 | 266.9320315143 |
| 2015-02-01 | 266.5977176566 |
| 2015-03-01 | 266.8362237061 |
| 2015-04-01 | 267.5363320053 |
| 2015-05-01 | 268.9009092274 |
| 2015-06-01 | 269.3106970599 |
| 2015-07-01 | 270.3425371562 |
| 2015-08-01 | 270.6921067326 |
| 2015-09-01 | 270.8864283013 |
| 2015-10-01 | 272.5034502836 |
| 2015-11-01 | 273.2333935215 |
| 2015-12-01 | 274.7124748761 |
| 2016-01-01 | 273.2293737220 |
| 2016-02-01 | 273.7964693189 |
| 2016-03-01 | 275.1536014503 |
| 2016-04-01 | 274.9562534847 |
| 2016-05-01 | 274.7442730448 |
| 2016-06-01 | 274.9036780796 |
| 2016-07-01 | 276.7757845376 |
| 2016-08-01 | 277.1008763112 |
| 2016-09-01 | 278.4116831598 |
| 2016-10-01 | 278.9135458357 |
| 2016-11-01 | 278.8356402293 |
| 2016-12-01 | 279.2013329557 |
| 2017-01-01 | 279.5794813125 |
| 2017-02-01 | 279.6872558015 |
| 2017-03-01 | 278.9536051931 |
| 2017-04-01 | 279.0681878841 |
| 2017-05-01 | 279.3292258932 |
| 2017-06-01 | 279.8024527215 |
| 2017-07-01 | 279.8538807657 |
| 2017-08-01 | 279.9721361999 |
| 2017-09-01 | 280.6982427421 |
| 2017-10-01 | 280.0379772282 |
| 2017-11-01 | 280.8255436784 |
| 2017-12-01 | 281.1273100230 |
| 2018-01-01 | 281.4586671076 |
| 2018-02-01 | 282.5575654549 |
| 2018-03-01 | 281.7673337470 |
| 2018-04-01 | 283.0433509650 |
| 2018-05-01 | 283.3297493531 |
| 2018-06-01 | 283.4774648843 |
| 2018-07-01 | 282.8860636059 |
| 2018-08-01 | 283.2587400258 |
| 2018-09-01 | 283.2228533072 |
| 2018-10-01 | 284.2746397501 |
| 2018-11-01 | 284.3093672613 |
| 2018-12-01 | 284.7822535733 |
| 2019-01-01 | 285.1988146908 |
| 2019-02-01 | 285.3674033022 |
| 2019-03-01 | 285.9961047320 |
| 2019-04-01 | 285.8972810042 |
| 2019-05-01 | 286.5845103079 |
| 2019-06-01 | 286.5158628406 |
| 2019-07-01 | 287.1860072537 |
| 2019-08-01 | 288.1328967601 |
| 2019-09-01 | 287.3473490958 |
| 2019-10-01 | 288.2679863296 |
| 2019-11-01 | 289.5130662575 |
| 2019-12-01 | 290.3582514677 |
| 2020-01-01 | 289.5413442935 |
| 2020-02-01 | 289.4488797392 |
| 2020-03-01 | 286.2093162287 |
| 2020-04-01 | 228.5129585210 |
| 2020-05-01 | 239.2617499305 |
| 2020-06-01 | 250.0229035187 |
| 2020-07-01 | 261.2198478250 |
| 2020-08-01 | 262.5183896578 |
| 2020-09-01 | 265.0841387832 |
| 2020-10-01 | 270.0133501247 |
| 2020-11-01 | 271.0399096508 |
| 2020-12-01 | 271.3290397946 |
| 2021-01-01 | 272.9922557760 |
| 2021-02-01 | 274.6045859784 |
| 2021-03-01 | 275.6798933890 |
| 2021-04-01 | 275.9781911001 |
| 2021-05-01 | 276.3089078194 |
| 2021-06-01 | 277.7588350831 |
| 2021-07-01 | 279.8513974355 |
| 2021-08-01 | 280.1118072249 |
| 2021-09-01 | 280.8042099054 |
| 2021-10-01 | 285.2375783885 |
| 2021-11-01 | 285.9083077234 |
| 2021-12-01 | 286.8990384471 |
| 2022-01-01 | 285.5744793121 |
| 2022-02-01 | 289.0447610808 |
| 2022-03-01 | 289.4170639048 |
| 2022-04-01 | 290.7836013594 |
| 2022-05-01 | 291.1085643010 |
| 2022-06-01 | 291.7264381925 |
| 2022-07-01 | 293.2020167810 |
| 2022-08-01 | 294.1417563172 |
| 2022-09-01 | 293.4775762093 |
| 2022-10-01 | 293.8652099616 |
| 2022-11-01 | 293.8060391410 |
| 2022-12-01 | 294.7314396375 |
| 2023-01-01 | 296.0134086451 |
| 2023-02-01 | 295.7868020132 |
| 2023-03-01 | 295.8788889179 |
| 2023-04-01 | 295.9695002393 |
| 2023-05-01 | 295.7112459980 |
| 2023-06-01 | 296.7347241304 |
| 2023-07-01 | 294.3788366924 |
| 2023-08-01 | 294.9177443387 |
| 2023-09-01 | 295.7995462548 |
| 2023-10-01 | 296.0424232876 |
| 2023-11-01 | 296.5336509550 |
| 2023-12-01 | 297.7712859764 |
| 2024-01-01 | 298.3164505925 |
| 2024-02-01 | 298.9858713193 |
| 2024-03-01 | 300.2325788176 |
| 2024-04-01 | 300.6142293373 |
| 2024-05-01 | 301.7953718725 |
| 2024-06-01 | 302.2015194282 |
| 2024-07-01 | 302.1515186433 |
| 2024-08-01 | 302.8399082257 |
| 2024-09-01 | 304.0356444471 |
| 2024-10-01 | 304.3671596038 |
| 2024-11-01 | 304.6851938619 |
| 2024-12-01 | 305.1090508758 |
| 2025-01-01 | 305.3209771001 |
| 2025-02-01 | 306.6253490424 |
| 2025-03-01 | 307.1632107798 |
| 2025-04-01 | 307.0913018821 |
| 2025-05-01 | 307.6806920579 |
| 2025-06-01 | 308.4663371211 |
| 2025-07-01 | 308.6334227090 |
| 2025-08-01 | 309.1032567576 |
| 2025-09-01 | 309.2757388160 |
| 2025-10-01 | 310.1052808242 |
| 2025-11-01 | 310.2743669767 |
| 2025-12-01 | 310.7384526410 |
| 2026-01-01 | 310.6219772773 |
| 2026-02-01 | 308.9677513471 |
| 2026-03-01 | 310.2366655033 |
| 2026-04-01 | 311.5870454871 |
| 2026-05-01 | 311.9963054265 |
| 2026-06-01 | 312.9585440867 |
| 2026-07-01 | 314.1985951953 |
| 2026-08-01 | 314.6293355144 |