Table Data - All Employees: Professional and Business Services in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Professional and Business Services in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | ALLE942PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:41 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 | 28.4431735550 |
| 1990-02-01 | 28.1333111454 |
| 1990-03-01 | 28.2334526783 |
| 1990-04-01 | 28.3203522559 |
| 1990-05-01 | 28.3881709721 |
| 1990-06-01 | 28.8665256596 |
| 1990-07-01 | 28.0681446287 |
| 1990-08-01 | 28.2158379449 |
| 1990-09-01 | 28.1513267823 |
| 1990-10-01 | 28.3254214806 |
| 1990-11-01 | 28.6175043074 |
| 1990-12-01 | 28.3105342404 |
| 1991-01-01 | 28.1488848500 |
| 1991-02-01 | 28.4483204306 |
| 1991-03-01 | 28.3637523017 |
| 1991-04-01 | 28.0115740645 |
| 1991-05-01 | 28.0915686871 |
| 1991-06-01 | 28.3865158361 |
| 1991-07-01 | 28.0462718065 |
| 1991-08-01 | 28.1890677251 |
| 1991-09-01 | 28.3290023606 |
| 1991-10-01 | 28.1389606109 |
| 1991-11-01 | 28.0095729972 |
| 1991-12-01 | 28.3996812504 |
| 1992-01-01 | 28.3979998212 |
| 1992-02-01 | 28.4623764254 |
| 1992-03-01 | 28.7019974593 |
| 1992-04-01 | 28.7892741014 |
| 1992-05-01 | 28.6972723949 |
| 1992-06-01 | 28.3928909731 |
| 1992-07-01 | 29.0047361966 |
| 1992-08-01 | 28.6443584511 |
| 1992-09-01 | 28.7813305647 |
| 1992-10-01 | 29.1540152580 |
| 1992-11-01 | 29.1248798200 |
| 1992-12-01 | 29.2857494539 |
| 1993-01-01 | 29.7856363556 |
| 1993-02-01 | 29.8290488578 |
| 1993-03-01 | 29.7636297369 |
| 1993-04-01 | 29.9463498118 |
| 1993-05-01 | 30.2794167064 |
| 1993-06-01 | 30.2641599746 |
| 1993-07-01 | 30.6432897927 |
| 1993-08-01 | 31.0794315165 |
| 1993-09-01 | 31.0336032928 |
| 1993-10-01 | 31.1699339116 |
| 1993-11-01 | 31.7216141275 |
| 1993-12-01 | 31.1812080936 |
| 1994-01-01 | 30.1189807272 |
| 1994-02-01 | 30.8005719376 |
| 1994-03-01 | 31.5334290455 |
| 1994-04-01 | 32.0209323492 |
| 1994-05-01 | 31.9457906587 |
| 1994-06-01 | 32.1147100241 |
| 1994-07-01 | 32.3217958457 |
| 1994-08-01 | 32.1387876898 |
| 1994-09-01 | 32.3224127377 |
| 1994-10-01 | 31.7812258131 |
| 1994-11-01 | 31.7689280708 |
| 1994-12-01 | 31.8469050148 |
| 1995-01-01 | 31.5785457493 |
| 1995-02-01 | 31.0797585706 |
| 1995-03-01 | 31.8840785593 |
| 1995-04-01 | 31.6273898496 |
| 1995-05-01 | 31.3043992698 |
| 1995-06-01 | 31.4966837040 |
| 1995-07-01 | 31.3424764271 |
| 1995-08-01 | 31.4429833824 |
| 1995-09-01 | 31.6899822716 |
| 1995-10-01 | 31.5966820333 |
| 1995-11-01 | 31.6923285022 |
| 1995-12-01 | 31.9140450517 |
| 1996-01-01 | 32.0019053364 |
| 1996-02-01 | 32.1618496942 |
| 1996-03-01 | 32.0963544374 |
| 1996-04-01 | 32.2550613631 |
| 1996-05-01 | 32.4369141401 |
| 1996-06-01 | 32.4201905695 |
| 1996-07-01 | 32.6565362364 |
| 1996-08-01 | 32.8443026531 |
| 1996-09-01 | 32.7554344336 |
| 1996-10-01 | 32.8907904728 |
| 1996-11-01 | 33.1227530135 |
| 1996-12-01 | 32.9799786669 |
| 1997-01-01 | 33.4548078767 |
| 1997-02-01 | 33.0283781212 |
| 1997-03-01 | 33.3149666483 |
| 1997-04-01 | 33.1702043368 |
| 1997-05-01 | 33.2768065748 |
| 1997-06-01 | 33.4677665607 |
| 1997-07-01 | 33.2555709384 |
| 1997-08-01 | 33.4668825711 |
| 1997-09-01 | 33.2433678983 |
| 1997-10-01 | 34.4783556935 |
| 1997-11-01 | 34.6703326013 |
| 1997-12-01 | 35.0799214707 |
| 1998-01-01 | 35.0700220271 |
| 1998-02-01 | 34.8984871933 |
| 1998-03-01 | 35.4229279610 |
| 1998-04-01 | 35.6699250306 |
| 1998-05-01 | 36.4021045296 |
| 1998-06-01 | 36.3937687944 |
| 1998-07-01 | 36.6461072549 |
| 1998-08-01 | 36.7812739247 |
| 1998-09-01 | 36.5029236615 |
| 1998-10-01 | 36.4349387965 |
| 1998-11-01 | 36.4226578077 |
| 1998-12-01 | 36.3499974014 |
| 1999-01-01 | 36.1544475108 |
| 1999-02-01 | 36.7467033668 |
| 1999-03-01 | 36.3171587428 |
| 1999-04-01 | 37.5648353030 |
| 1999-05-01 | 37.2148667821 |
| 1999-06-01 | 37.2412901928 |
| 1999-07-01 | 37.3652409650 |
| 1999-08-01 | 37.1969005876 |
| 1999-09-01 | 37.1399809342 |
| 1999-10-01 | 37.2915040928 |
| 1999-11-01 | 37.3906403477 |
| 1999-12-01 | 37.1977050874 |
| 2000-01-01 | 37.0142199425 |
| 2000-02-01 | 37.0337099631 |
| 2000-03-01 | 37.2056209660 |
| 2000-04-01 | 37.3708798656 |
| 2000-05-01 | 37.0971079369 |
| 2000-06-01 | 37.3558056241 |
| 2000-07-01 | 38.1228621829 |
| 2000-08-01 | 37.4055928599 |
| 2000-09-01 | 37.6447625973 |
| 2000-10-01 | 37.4212058793 |
| 2000-11-01 | 37.4303795315 |
| 2000-12-01 | 37.4830312988 |
| 2001-01-01 | 37.8668501044 |
| 2001-02-01 | 37.8435208523 |
| 2001-03-01 | 37.8173217572 |
| 2001-04-01 | 37.6981528446 |
| 2001-05-01 | 37.6246688180 |
| 2001-06-01 | 37.6179166851 |
| 2001-07-01 | 36.9955515618 |
| 2001-08-01 | 36.6813756549 |
| 2001-09-01 | 36.7248607075 |
| 2001-10-01 | 36.7368192906 |
| 2001-11-01 | 36.6416989981 |
| 2001-12-01 | 36.7684154354 |
| 2002-01-01 | 36.9880618070 |
| 2002-02-01 | 36.9083730633 |
| 2002-03-01 | 37.2331671177 |
| 2002-04-01 | 36.9609715585 |
| 2002-05-01 | 36.5800800102 |
| 2002-06-01 | 36.8763861652 |
| 2002-07-01 | 37.2484627333 |
| 2002-08-01 | 37.5490381122 |
| 2002-09-01 | 37.4938038125 |
| 2002-10-01 | 37.6091642771 |
| 2002-11-01 | 37.5024010094 |
| 2002-12-01 | 37.6309373867 |
| 2003-01-01 | 37.5931290252 |
| 2003-02-01 | 37.6350580849 |
| 2003-03-01 | 37.7830262711 |
| 2003-04-01 | 38.0615707374 |
| 2003-05-01 | 38.5235848811 |
| 2003-06-01 | 38.7899319774 |
| 2003-07-01 | 39.1422093237 |
| 2003-08-01 | 39.8599068817 |
| 2003-09-01 | 40.6301749811 |
| 2003-10-01 | 40.3401724478 |
| 2003-11-01 | 40.7436854723 |
| 2003-12-01 | 41.1117140880 |
| 2004-01-01 | 41.1201456288 |
| 2004-02-01 | 41.0402033757 |
| 2004-03-01 | 41.1911549346 |
| 2004-04-01 | 41.2782309114 |
| 2004-05-01 | 41.1449505853 |
| 2004-06-01 | 41.1394444071 |
| 2004-07-01 | 41.1100119346 |
| 2004-08-01 | 41.0060928226 |
| 2004-09-01 | 40.9985165055 |
| 2004-10-01 | 41.4124838003 |
| 2004-11-01 | 41.2298722300 |
| 2004-12-01 | 41.0372472826 |
| 2005-01-01 | 41.0678217429 |
| 2005-02-01 | 41.6012985919 |
| 2005-03-01 | 41.2222854151 |
| 2005-04-01 | 41.5583488181 |
| 2005-05-01 | 41.5417077100 |
| 2005-06-01 | 41.7487520029 |
| 2005-07-01 | 42.1707338797 |
| 2005-08-01 | 42.0762685668 |
| 2005-09-01 | 42.2659391899 |
| 2005-10-01 | 42.4294539368 |
| 2005-11-01 | 42.7654795753 |
| 2005-12-01 | 42.5615484517 |
| 2006-01-01 | 42.5229140941 |
| 2006-02-01 | 42.8564116448 |
| 2006-03-01 | 43.1836758783 |
| 2006-04-01 | 42.9182583275 |
| 2006-05-01 | 43.1957648843 |
| 2006-06-01 | 43.3947387845 |
| 2006-07-01 | 43.6722793878 |
| 2006-08-01 | 43.8797458934 |
| 2006-09-01 | 43.9617042041 |
| 2006-10-01 | 44.0096540842 |
| 2006-11-01 | 43.6292759677 |
| 2006-12-01 | 43.4770145873 |
| 2007-01-01 | 43.8225430358 |
| 2007-02-01 | 43.8985699773 |
| 2007-03-01 | 43.9850559586 |
| 2007-04-01 | 43.9252511036 |
| 2007-05-01 | 43.8943354057 |
| 2007-06-01 | 43.9678836476 |
| 2007-07-01 | 43.7592486198 |
| 2007-08-01 | 43.0417300421 |
| 2007-09-01 | 43.4941017779 |
| 2007-10-01 | 43.7838747025 |
| 2007-11-01 | 43.4206837206 |
| 2007-12-01 | 43.2779019869 |
| 2008-01-01 | 43.2502191019 |
| 2008-02-01 | 42.7504234384 |
| 2008-03-01 | 42.7396807991 |
| 2008-04-01 | 42.8592340787 |
| 2008-05-01 | 42.8281122033 |
| 2008-06-01 | 42.3927917422 |
| 2008-07-01 | 43.1208277980 |
| 2008-08-01 | 42.7231785770 |
| 2008-09-01 | 42.4308933913 |
| 2008-10-01 | 42.2523586273 |
| 2008-11-01 | 41.6031766957 |
| 2008-12-01 | 41.8671729267 |
| 2009-01-01 | 41.4390248890 |
| 2009-02-01 | 41.1847463711 |
| 2009-03-01 | 40.7749434841 |
| 2009-04-01 | 40.2543392155 |
| 2009-05-01 | 40.3496487595 |
| 2009-06-01 | 40.7479933959 |
| 2009-07-01 | 40.5869789033 |
| 2009-08-01 | 40.9568845744 |
| 2009-09-01 | 40.9627027429 |
| 2009-10-01 | 41.0985531955 |
| 2009-11-01 | 41.5523653852 |
| 2009-12-01 | 41.5397434770 |
| 2010-01-01 | 41.9636405076 |
| 2010-02-01 | 42.1510062495 |
| 2010-03-01 | 42.4931199415 |
| 2010-04-01 | 42.7998204655 |
| 2010-05-01 | 42.8135653332 |
| 2010-06-01 | 42.8125496978 |
| 2010-07-01 | 42.7164873020 |
| 2010-08-01 | 42.3507859942 |
| 2010-09-01 | 42.6832708568 |
| 2010-10-01 | 43.8866454995 |
| 2010-11-01 | 44.4895357922 |
| 2010-12-01 | 45.8109470357 |
| 2011-01-01 | 44.8134348982 |
| 2011-02-01 | 45.2799533363 |
| 2011-03-01 | 45.6655322461 |
| 2011-04-01 | 46.1820791702 |
| 2011-05-01 | 46.4032235698 |
| 2011-06-01 | 45.8810920410 |
| 2011-07-01 | 46.1387789752 |
| 2011-08-01 | 46.3415192970 |
| 2011-09-01 | 46.6060909122 |
| 2011-10-01 | 45.9131669992 |
| 2011-11-01 | 45.4453266677 |
| 2011-12-01 | 46.3599494332 |
| 2012-01-01 | 46.0101244202 |
| 2012-02-01 | 46.3605812786 |
| 2012-03-01 | 46.4300460188 |
| 2012-04-01 | 46.3410618524 |
| 2012-05-01 | 46.2360143810 |
| 2012-06-01 | 46.4741139240 |
| 2012-07-01 | 46.1906699629 |
| 2012-08-01 | 45.9163993918 |
| 2012-09-01 | 46.3652464327 |
| 2012-10-01 | 46.3711735147 |
| 2012-11-01 | 45.8810611425 |
| 2012-12-01 | 46.0366193471 |
| 2013-01-01 | 46.7112799571 |
| 2013-02-01 | 46.6350350841 |
| 2013-03-01 | 46.8569504288 |
| 2013-04-01 | 46.8400209769 |
| 2013-05-01 | 46.7128708981 |
| 2013-06-01 | 47.4328265372 |
| 2013-07-01 | 48.3105256981 |
| 2013-08-01 | 48.5840520640 |
| 2013-09-01 | 47.9988780098 |
| 2013-10-01 | 48.1300398063 |
| 2013-11-01 | 48.4845637762 |
| 2013-12-01 | 48.4538987818 |
| 2014-01-01 | 48.6482336886 |
| 2014-02-01 | 48.3478869630 |
| 2014-03-01 | 48.3288102120 |
| 2014-04-01 | 48.8037929051 |
| 2014-05-01 | 49.0030438320 |
| 2014-06-01 | 49.0466943153 |
| 2014-07-01 | 48.6619613272 |
| 2014-08-01 | 48.8882233543 |
| 2014-09-01 | 48.9158229450 |
| 2014-10-01 | 48.9292957699 |
| 2014-11-01 | 49.3655655199 |
| 2014-12-01 | 49.5211278492 |
| 2015-01-01 | 49.1055333838 |
| 2015-02-01 | 48.9224961173 |
| 2015-03-01 | 48.9905296858 |
| 2015-04-01 | 48.2878454478 |
| 2015-05-01 | 48.3281139914 |
| 2015-06-01 | 48.1890805725 |
| 2015-07-01 | 48.3088904121 |
| 2015-08-01 | 48.6083976807 |
| 2015-09-01 | 48.5947410820 |
| 2015-10-01 | 49.8707690352 |
| 2015-11-01 | 50.6923455113 |
| 2015-12-01 | 51.0780123470 |
| 2016-01-01 | 49.4102229491 |
| 2016-02-01 | 48.9733927071 |
| 2016-03-01 | 49.2606734607 |
| 2016-04-01 | 49.7583264890 |
| 2016-05-01 | 49.3963846731 |
| 2016-06-01 | 49.5431001729 |
| 2016-07-01 | 50.0271059835 |
| 2016-08-01 | 49.9908158743 |
| 2016-09-01 | 50.4642441492 |
| 2016-10-01 | 50.9731988172 |
| 2016-11-01 | 50.2276055608 |
| 2016-12-01 | 50.3983235863 |
| 2017-01-01 | 49.9553161164 |
| 2017-02-01 | 49.8306472042 |
| 2017-03-01 | 49.9036833430 |
| 2017-04-01 | 49.8430549664 |
| 2017-05-01 | 50.1232669703 |
| 2017-06-01 | 50.1905112666 |
| 2017-07-01 | 49.5058228589 |
| 2017-08-01 | 49.3941153545 |
| 2017-09-01 | 49.3357975473 |
| 2017-10-01 | 48.3464251951 |
| 2017-11-01 | 47.4989778584 |
| 2017-12-01 | 47.9895065903 |
| 2018-01-01 | 48.9889931150 |
| 2018-02-01 | 49.0513293923 |
| 2018-03-01 | 48.7991175960 |
| 2018-04-01 | 48.9117817408 |
| 2018-05-01 | 48.7478933863 |
| 2018-06-01 | 48.8729177052 |
| 2018-07-01 | 48.4684086359 |
| 2018-08-01 | 48.2706368570 |
| 2018-09-01 | 48.4737088803 |
| 2018-10-01 | 48.3965600250 |
| 2018-11-01 | 48.3698182673 |
| 2018-12-01 | 48.2797436593 |
| 2019-01-01 | 48.7255053140 |
| 2019-02-01 | 48.8686136736 |
| 2019-03-01 | 48.9916889236 |
| 2019-04-01 | 48.8432807621 |
| 2019-05-01 | 49.0099612169 |
| 2019-06-01 | 48.7964381756 |
| 2019-07-01 | 49.2813097673 |
| 2019-08-01 | 49.3717829780 |
| 2019-09-01 | 49.1009268526 |
| 2019-10-01 | 49.2089217071 |
| 2019-11-01 | 49.5493733472 |
| 2019-12-01 | 49.1916048858 |
| 2020-01-01 | 49.1776156708 |
| 2020-02-01 | 49.0122674709 |
| 2020-03-01 | 49.2109586395 |
| 2020-04-01 | 43.6282463701 |
| 2020-05-01 | 45.2146623788 |
| 2020-06-01 | 46.1651248406 |
| 2020-07-01 | 46.3389594447 |
| 2020-08-01 | 45.4748050030 |
| 2020-09-01 | 45.7478487909 |
| 2020-10-01 | 47.2229006439 |
| 2020-11-01 | 47.7273807823 |
| 2020-12-01 | 48.7572482835 |
| 2021-01-01 | 48.4064204446 |
| 2021-02-01 | 48.9679004394 |
| 2021-03-01 | 49.1482244744 |
| 2021-04-01 | 49.0751222173 |
| 2021-05-01 | 49.1322139824 |
| 2021-06-01 | 49.4204650516 |
| 2021-07-01 | 49.6029038066 |
| 2021-08-01 | 49.6954223876 |
| 2021-09-01 | 49.7296352893 |
| 2021-10-01 | 50.6775558391 |
| 2021-11-01 | 50.7180555511 |
| 2021-12-01 | 51.2470203386 |
| 2022-01-01 | 51.1901077703 |
| 2022-02-01 | 51.7913412457 |
| 2022-03-01 | 52.1588104695 |
| 2022-04-01 | 51.7087041201 |
| 2022-05-01 | 51.3459228307 |
| 2022-06-01 | 51.3006458973 |
| 2022-07-01 | 51.5805651629 |
| 2022-08-01 | 51.8246305937 |
| 2022-09-01 | 52.0852831354 |
| 2022-10-01 | 51.6795361286 |
| 2022-11-01 | 51.4964062176 |
| 2022-12-01 | 51.0605900519 |
| 2023-01-01 | 51.0323488824 |
| 2023-02-01 | 50.4600341621 |
| 2023-03-01 | 50.7571303309 |
| 2023-04-01 | 50.8355376865 |
| 2023-05-01 | 50.5459132559 |
| 2023-06-01 | 50.4401532449 |
| 2023-07-01 | 49.7711420843 |
| 2023-08-01 | 50.3292667226 |
| 2023-09-01 | 50.8161445593 |
| 2023-10-01 | 50.2186855365 |
| 2023-11-01 | 50.2692260595 |
| 2023-12-01 | 50.0988201581 |
| 2024-01-01 | 51.4870126080 |
| 2024-02-01 | 51.7265664845 |
| 2024-03-01 | 51.9554199895 |
| 2024-04-01 | 51.8883363253 |
| 2024-05-01 | 52.3280133232 |
| 2024-06-01 | 52.2517529705 |
| 2024-07-01 | 52.2172413149 |
| 2024-08-01 | 52.1992427496 |
| 2024-09-01 | 52.3605732168 |
| 2024-10-01 | 52.4155914839 |
| 2024-11-01 | 52.8479464800 |
| 2024-12-01 | 52.9650881936 |
| 2025-01-01 | 53.2676180925 |
| 2025-02-01 | 53.6240179607 |
| 2025-03-01 | 53.6189548821 |
| 2025-04-01 | 53.7772449844 |
| 2025-05-01 | 53.8814177863 |
| 2025-06-01 | 54.2641200391 |
| 2025-07-01 | 54.1587343478 |
| 2025-08-01 | 54.0473773619 |
| 2025-09-01 | 54.5237006049 |
| 2025-10-01 | 54.6172156419 |
| 2025-11-01 | 54.1789984692 |
| 2025-12-01 | 54.4502520761 |
| 2026-01-01 | 54.1269272524 |
| 2026-02-01 | 53.3750031213 |
| 2026-03-01 | 54.4814541654 |
| 2026-04-01 | 54.8871755169 |
| 2026-05-01 | 54.9557223082 |
| 2026-06-01 | 55.1872640572 |
| 2026-07-01 | 55.6110286875 |
| 2026-08-01 | 55.9097220933 |
| 2026-09-01 | 55.6144521448 |