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 2026-08-01 |
| Last Updated | 2026-09-18 12:08 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 | 28.4431762369 |
| 1990-02-01 | 28.1333134571 |
| 1990-03-01 | 28.2334545853 |
| 1990-04-01 | 28.3203539339 |
| 1990-05-01 | 28.3881727519 |
| 1990-06-01 | 28.8665084906 |
| 1990-07-01 | 28.0681500739 |
| 1990-08-01 | 28.2158434004 |
| 1990-09-01 | 28.1513311571 |
| 1990-10-01 | 28.3254259459 |
| 1990-11-01 | 28.6174841932 |
| 1990-12-01 | 28.3105398132 |
| 1991-01-01 | 28.1488916878 |
| 1991-02-01 | 28.4483177254 |
| 1991-03-01 | 28.3637567799 |
| 1991-04-01 | 28.0115718214 |
| 1991-05-01 | 28.0915718655 |
| 1991-06-01 | 28.3865017371 |
| 1991-07-01 | 28.0462766338 |
| 1991-08-01 | 28.1890728262 |
| 1991-09-01 | 28.3290099270 |
| 1991-10-01 | 28.1389639499 |
| 1991-11-01 | 28.0095510654 |
| 1991-12-01 | 28.3996853863 |
| 1992-01-01 | 28.3980076919 |
| 1992-02-01 | 28.4623667441 |
| 1992-03-01 | 28.7020171125 |
| 1992-04-01 | 28.7892641946 |
| 1992-05-01 | 28.6972745580 |
| 1992-06-01 | 28.3928784891 |
| 1992-07-01 | 29.0047413347 |
| 1992-08-01 | 28.6443631761 |
| 1992-09-01 | 28.7813416367 |
| 1992-10-01 | 29.1540177849 |
| 1992-11-01 | 29.1248540375 |
| 1992-12-01 | 29.2857518550 |
| 1993-01-01 | 29.7856455671 |
| 1993-02-01 | 29.8290314876 |
| 1993-03-01 | 29.7636662353 |
| 1993-04-01 | 29.9463322679 |
| 1993-05-01 | 30.2794184060 |
| 1993-06-01 | 30.2641473956 |
| 1993-07-01 | 30.6432956935 |
| 1993-08-01 | 31.0794355353 |
| 1993-09-01 | 31.0336182335 |
| 1993-10-01 | 31.1699348821 |
| 1993-11-01 | 31.7215897183 |
| 1993-12-01 | 31.1812082769 |
| 1994-01-01 | 30.1189784742 |
| 1994-02-01 | 30.8005534631 |
| 1994-03-01 | 31.5334831453 |
| 1994-04-01 | 32.0209106885 |
| 1994-05-01 | 31.9457900518 |
| 1994-06-01 | 32.1147000402 |
| 1994-07-01 | 32.3218002627 |
| 1994-08-01 | 32.1387909078 |
| 1994-09-01 | 32.3224281319 |
| 1994-10-01 | 31.7812262089 |
| 1994-11-01 | 31.7689071679 |
| 1994-12-01 | 31.8469056520 |
| 1995-01-01 | 31.5785346448 |
| 1995-02-01 | 31.0797408624 |
| 1995-03-01 | 31.8841347478 |
| 1995-04-01 | 31.6273696035 |
| 1995-05-01 | 31.3043998715 |
| 1995-06-01 | 31.4966783920 |
| 1995-07-01 | 31.3424782551 |
| 1995-08-01 | 31.4429849204 |
| 1995-09-01 | 31.6899964860 |
| 1995-10-01 | 31.5966808087 |
| 1995-11-01 | 31.6923166843 |
| 1995-12-01 | 31.9140448969 |
| 1996-01-01 | 32.0018785683 |
| 1996-02-01 | 32.1618381358 |
| 1996-03-01 | 32.0964093376 |
| 1996-04-01 | 32.2550458792 |
| 1996-05-01 | 32.4369140320 |
| 1996-06-01 | 32.4201891648 |
| 1996-07-01 | 32.6565356562 |
| 1996-08-01 | 32.8443031349 |
| 1996-09-01 | 32.7554448651 |
| 1996-10-01 | 32.8907891514 |
| 1996-11-01 | 33.1227474966 |
| 1996-12-01 | 32.9799791694 |
| 1997-01-01 | 33.4547758890 |
| 1997-02-01 | 33.0283733935 |
| 1997-03-01 | 33.3150056304 |
| 1997-04-01 | 33.1701970826 |
| 1997-05-01 | 33.2768085105 |
| 1997-06-01 | 33.4677660329 |
| 1997-07-01 | 33.2555707792 |
| 1997-08-01 | 33.4668825073 |
| 1997-09-01 | 33.2433737535 |
| 1997-10-01 | 34.4783545698 |
| 1997-11-01 | 34.6703339937 |
| 1997-12-01 | 35.0799230508 |
| 1998-01-01 | 35.0699847102 |
| 1998-02-01 | 34.8984902532 |
| 1998-03-01 | 35.4229500200 |
| 1998-04-01 | 35.6699260045 |
| 1998-05-01 | 36.4021075949 |
| 1998-06-01 | 36.3937691583 |
| 1998-07-01 | 36.6461075664 |
| 1998-08-01 | 36.7812741594 |
| 1998-09-01 | 36.5029253045 |
| 1998-10-01 | 36.4349381452 |
| 1998-11-01 | 36.4226599981 |
| 1998-12-01 | 36.3500001444 |
| 1999-01-01 | 36.1544218696 |
| 1999-02-01 | 36.7467063861 |
| 1999-03-01 | 36.3171629862 |
| 1999-04-01 | 37.5648392155 |
| 1999-05-01 | 37.2148721740 |
| 1999-06-01 | 37.2412918580 |
| 1999-07-01 | 37.3652418003 |
| 1999-08-01 | 37.1969008466 |
| 1999-09-01 | 37.1399817918 |
| 1999-10-01 | 37.2915032042 |
| 1999-11-01 | 37.3906415630 |
| 1999-12-01 | 37.1977066520 |
| 2000-01-01 | 37.0142033756 |
| 2000-02-01 | 37.0337114038 |
| 2000-03-01 | 37.2056233253 |
| 2000-04-01 | 37.3708822244 |
| 2000-05-01 | 37.0971115956 |
| 2000-06-01 | 37.3558069818 |
| 2000-07-01 | 38.1228630823 |
| 2000-08-01 | 37.4055930767 |
| 2000-09-01 | 37.6447629241 |
| 2000-10-01 | 37.4212049990 |
| 2000-11-01 | 37.4303793698 |
| 2000-12-01 | 37.4830310345 |
| 2001-01-01 | 37.8668449862 |
| 2001-02-01 | 37.8435205232 |
| 2001-03-01 | 37.8173221621 |
| 2001-04-01 | 37.6981537631 |
| 2001-05-01 | 37.6246707298 |
| 2001-06-01 | 37.6179174288 |
| 2001-07-01 | 36.9955521792 |
| 2001-08-01 | 36.6813758379 |
| 2001-09-01 | 36.7248606857 |
| 2001-10-01 | 36.7368191490 |
| 2001-11-01 | 36.6416988028 |
| 2001-12-01 | 36.7684152872 |
| 2002-01-01 | 36.9880593714 |
| 2002-02-01 | 36.9083731675 |
| 2002-03-01 | 37.2331673361 |
| 2002-04-01 | 36.9609720825 |
| 2002-05-01 | 36.5800805727 |
| 2002-06-01 | 36.8763864608 |
| 2002-07-01 | 37.2484630333 |
| 2002-08-01 | 37.5490381556 |
| 2002-09-01 | 37.4938037440 |
| 2002-10-01 | 37.6091641682 |
| 2002-11-01 | 37.5024008221 |
| 2002-12-01 | 37.6309371969 |
| 2003-01-01 | 37.5931288718 |
| 2003-02-01 | 37.6350580111 |
| 2003-03-01 | 37.7830261356 |
| 2003-04-01 | 38.0615708519 |
| 2003-05-01 | 38.5235850879 |
| 2003-06-01 | 38.7899320191 |
| 2003-07-01 | 39.1422094273 |
| 2003-08-01 | 39.8599069094 |
| 2003-09-01 | 40.6301749644 |
| 2003-10-01 | 40.3401724660 |
| 2003-11-01 | 40.7436854233 |
| 2003-12-01 | 41.1117140410 |
| 2004-01-01 | 41.1201455917 |
| 2004-02-01 | 41.0402033614 |
| 2004-03-01 | 41.1911548269 |
| 2004-04-01 | 41.2782309423 |
| 2004-05-01 | 41.1449506589 |
| 2004-06-01 | 41.1394444009 |
| 2004-07-01 | 41.1100119564 |
| 2004-08-01 | 41.0060928267 |
| 2004-09-01 | 40.9985164959 |
| 2004-10-01 | 41.4124838495 |
| 2004-11-01 | 41.2298722231 |
| 2004-12-01 | 41.0372472793 |
| 2005-01-01 | 41.0678217401 |
| 2005-02-01 | 41.6012985920 |
| 2005-03-01 | 41.2222853538 |
| 2005-04-01 | 41.5583488126 |
| 2005-05-01 | 41.5417077186 |
| 2005-06-01 | 41.7487520235 |
| 2005-07-01 | 42.1707338731 |
| 2005-08-01 | 42.0762685631 |
| 2005-09-01 | 42.2659391830 |
| 2005-10-01 | 42.4294539920 |
| 2005-11-01 | 42.7654795696 |
| 2005-12-01 | 42.5615484467 |
| 2006-01-01 | 42.5229140858 |
| 2006-02-01 | 42.8564116369 |
| 2006-03-01 | 43.1836758690 |
| 2006-04-01 | 42.9182583210 |
| 2006-05-01 | 43.1957648814 |
| 2006-06-01 | 43.3947387832 |
| 2006-07-01 | 43.6722793882 |
| 2006-08-01 | 43.8797458945 |
| 2006-09-01 | 43.9617042010 |
| 2006-10-01 | 44.0096541224 |
| 2006-11-01 | 43.6292759627 |
| 2006-12-01 | 43.4770145834 |
| 2007-01-01 | 43.8225430300 |
| 2007-02-01 | 43.8985699722 |
| 2007-03-01 | 43.9850559531 |
| 2007-04-01 | 43.9252510997 |
| 2007-05-01 | 43.8943354039 |
| 2007-06-01 | 43.9678836448 |
| 2007-07-01 | 43.7592486181 |
| 2007-08-01 | 43.0417300485 |
| 2007-09-01 | 43.4941017778 |
| 2007-10-01 | 43.7838747212 |
| 2007-11-01 | 43.4206837182 |
| 2007-12-01 | 43.2779019862 |
| 2008-01-01 | 43.2502190995 |
| 2008-02-01 | 42.7504234346 |
| 2008-03-01 | 42.7396807938 |
| 2008-04-01 | 42.8592340734 |
| 2008-05-01 | 42.8281121996 |
| 2008-06-01 | 42.3927917384 |
| 2008-07-01 | 43.1208277970 |
| 2008-08-01 | 42.7231785930 |
| 2008-09-01 | 42.4308933950 |
| 2008-10-01 | 42.2523586314 |
| 2008-11-01 | 41.6031766982 |
| 2008-12-01 | 41.8671729295 |
| 2009-01-01 | 41.4390248881 |
| 2009-02-01 | 41.1847463641 |
| 2009-03-01 | 40.7749434729 |
| 2009-04-01 | 40.2543392035 |
| 2009-05-01 | 40.3496487509 |
| 2009-06-01 | 40.7479933921 |
| 2009-07-01 | 40.5869789067 |
| 2009-08-01 | 40.9568846020 |
| 2009-09-01 | 40.9627027501 |
| 2009-10-01 | 41.0985532029 |
| 2009-11-01 | 41.5523653941 |
| 2009-12-01 | 41.5397434929 |
| 2010-01-01 | 41.9636405232 |
| 2010-02-01 | 42.1510062527 |
| 2010-03-01 | 42.4931199263 |
| 2010-04-01 | 42.7998204210 |
| 2010-05-01 | 42.8135651944 |
| 2010-06-01 | 42.8125496308 |
| 2010-07-01 | 42.7164873052 |
| 2010-08-01 | 42.3507861223 |
| 2010-09-01 | 42.6832708994 |
| 2010-10-01 | 43.8866455814 |
| 2010-11-01 | 44.4895359000 |
| 2010-12-01 | 45.8109471584 |
| 2011-01-01 | 44.8134349923 |
| 2011-02-01 | 45.2799533588 |
| 2011-03-01 | 45.6655321632 |
| 2011-04-01 | 46.1820788931 |
| 2011-05-01 | 46.4032229812 |
| 2011-06-01 | 45.8810916209 |
| 2011-07-01 | 46.1387788434 |
| 2011-08-01 | 46.3415196300 |
| 2011-09-01 | 46.6060912905 |
| 2011-10-01 | 45.9131675552 |
| 2011-11-01 | 45.4453272465 |
| 2011-12-01 | 46.3599496417 |
| 2012-01-01 | 46.0101247937 |
| 2012-02-01 | 46.3605815011 |
| 2012-03-01 | 46.4300460655 |
| 2012-04-01 | 46.3410613139 |
| 2012-05-01 | 46.2360129536 |
| 2012-06-01 | 46.4741121940 |
| 2012-07-01 | 46.1906682752 |
| 2012-08-01 | 45.9163984477 |
| 2012-09-01 | 46.3652461125 |
| 2012-10-01 | 46.3711787725 |
| 2012-11-01 | 45.8810628588 |
| 2012-12-01 | 46.0366205423 |
| 2013-01-01 | 46.7112816305 |
| 2013-02-01 | 46.6350356650 |
| 2013-03-01 | 46.8569508864 |
| 2013-04-01 | 46.8400197160 |
| 2013-05-01 | 46.7128675550 |
| 2013-06-01 | 47.4328214664 |
| 2013-07-01 | 48.3105192130 |
| 2013-08-01 | 48.5840458500 |
| 2013-09-01 | 47.9988733908 |
| 2013-10-01 | 48.1300624844 |
| 2013-11-01 | 48.4845650842 |
| 2013-12-01 | 48.4539002907 |
| 2014-01-01 | 48.6482368718 |
| 2014-02-01 | 48.3478894994 |
| 2014-03-01 | 48.3288163455 |
| 2014-04-01 | 48.8038028955 |
| 2014-05-01 | 49.0030554446 |
| 2014-06-01 | 49.0466970930 |
| 2014-07-01 | 48.6619433362 |
| 2014-08-01 | 48.8881787628 |
| 2014-09-01 | 48.9157404522 |
| 2014-10-01 | 48.9292519930 |
| 2014-11-01 | 49.3655062981 |
| 2014-12-01 | 49.5212230452 |
| 2015-01-01 | 49.1056341979 |
| 2015-02-01 | 48.9226516635 |
| 2015-03-01 | 48.9906798403 |
| 2015-04-01 | 48.2879282335 |
| 2015-05-01 | 48.3280943432 |
| 2015-06-01 | 48.1889502823 |
| 2015-07-01 | 48.3086723574 |
| 2015-08-01 | 48.6081377021 |
| 2015-09-01 | 48.5944489486 |
| 2015-10-01 | 49.8705897460 |
| 2015-11-01 | 50.6922704420 |
| 2015-12-01 | 51.0783725719 |
| 2016-01-01 | 49.4107011304 |
| 2016-02-01 | 48.9740179989 |
| 2016-03-01 | 49.2612118338 |
| 2016-04-01 | 49.7585370056 |
| 2016-05-01 | 49.3961550723 |
| 2016-06-01 | 49.5424958791 |
| 2016-07-01 | 50.0263192668 |
| 2016-08-01 | 49.9901175383 |
| 2016-09-01 | 50.4636486540 |
| 2016-10-01 | 50.9728477264 |
| 2016-11-01 | 50.2275779606 |
| 2016-12-01 | 50.3988474423 |
| 2017-01-01 | 49.9559410593 |
| 2017-02-01 | 49.8315652967 |
| 2017-03-01 | 49.9082635145 |
| 2017-04-01 | 49.8439518300 |
| 2017-05-01 | 50.1199021159 |
| 2017-06-01 | 50.1911350070 |
| 2017-07-01 | 49.4990268472 |
| 2017-08-01 | 49.3945362740 |
| 2017-09-01 | 49.3360811311 |
| 2017-10-01 | 48.3467395516 |
| 2017-11-01 | 47.4993982632 |
| 2017-12-01 | 47.9905260029 |
| 2018-01-01 | 48.9896637497 |
| 2018-02-01 | 49.0522242781 |
| 2018-03-01 | 48.8072642767 |
| 2018-04-01 | 48.9131071847 |
| 2018-05-01 | 48.7414159799 |
| 2018-06-01 | 48.8746291133 |
| 2018-07-01 | 48.4558529519 |
| 2018-08-01 | 48.2721131485 |
| 2018-09-01 | 48.4749815193 |
| 2018-10-01 | 48.3978234101 |
| 2018-11-01 | 48.3710571995 |
| 2018-12-01 | 48.2817578381 |
| 2019-01-01 | 48.7268294738 |
| 2019-02-01 | 48.8702632162 |
| 2019-03-01 | 48.9982903761 |
| 2019-04-01 | 48.8457474985 |
| 2019-05-01 | 49.0007122482 |
| 2019-06-01 | 48.8013959794 |
| 2019-07-01 | 49.2626547341 |
| 2019-08-01 | 49.3744536790 |
| 2019-09-01 | 49.1032812578 |
| 2019-10-01 | 49.2112525208 |
| 2019-11-01 | 49.5515428263 |
| 2019-12-01 | 49.1947302623 |
| 2020-01-01 | 49.1796879791 |
| 2020-02-01 | 49.0144446305 |
| 2020-03-01 | 49.2119346826 |
| 2020-04-01 | 43.6311494551 |
| 2020-05-01 | 45.2060478468 |
| 2020-06-01 | 46.1714066033 |
| 2020-07-01 | 46.3221663553 |
| 2020-08-01 | 45.4772918462 |
| 2020-09-01 | 45.7496888852 |
| 2020-10-01 | 47.2256264358 |
| 2020-11-01 | 47.7291660529 |
| 2020-12-01 | 48.7606952335 |
| 2021-01-01 | 48.4093294708 |
| 2021-02-01 | 48.9698758260 |
| 2021-03-01 | 49.1430975571 |
| 2021-04-01 | 49.0793037082 |
| 2021-05-01 | 49.1236240696 |
| 2021-06-01 | 49.4302446825 |
| 2021-07-01 | 49.5871149059 |
| 2021-08-01 | 49.6991227844 |
| 2021-09-01 | 49.7314078274 |
| 2021-10-01 | 50.6803865623 |
| 2021-11-01 | 50.7183697767 |
| 2021-12-01 | 51.2494186853 |
| 2022-01-01 | 51.1923746340 |
| 2022-02-01 | 51.7913540697 |
| 2022-03-01 | 52.1480077463 |
| 2022-04-01 | 51.7130536187 |
| 2022-05-01 | 51.3416239986 |
| 2022-06-01 | 51.3120776040 |
| 2022-07-01 | 51.5741283419 |
| 2022-08-01 | 51.8292377540 |
| 2022-09-01 | 52.0860507680 |
| 2022-10-01 | 51.6808626009 |
| 2022-11-01 | 51.4933391858 |
| 2022-12-01 | 51.0596403708 |
| 2023-01-01 | 51.0321064914 |
| 2023-02-01 | 50.4565284904 |
| 2023-03-01 | 50.7400694902 |
| 2023-04-01 | 50.8387891709 |
| 2023-05-01 | 50.5470825924 |
| 2023-06-01 | 50.4553676983 |
| 2023-07-01 | 49.7794234366 |
| 2023-08-01 | 50.3507062801 |
| 2023-09-01 | 50.8058694799 |
| 2023-10-01 | 50.2123346397 |
| 2023-11-01 | 50.2608775947 |
| 2023-12-01 | 50.0930251231 |
| 2024-01-01 | 51.4817232454 |
| 2024-02-01 | 51.7177072278 |
| 2024-03-01 | 51.9354203937 |
| 2024-04-01 | 51.8886256463 |
| 2024-05-01 | 52.3340327828 |
| 2024-06-01 | 52.2702595208 |
| 2024-07-01 | 52.2429377458 |
| 2024-08-01 | 52.2446898935 |
| 2024-09-01 | 52.3428479511 |
| 2024-10-01 | 52.3987217172 |
| 2024-11-01 | 52.8319091707 |
| 2024-12-01 | 52.9527049467 |
| 2025-01-01 | 53.2559364295 |
| 2025-02-01 | 53.6083380322 |
| 2025-03-01 | 53.5987796517 |
| 2025-04-01 | 53.7737283912 |
| 2025-05-01 | 53.8888307460 |
| 2025-06-01 | 54.2878117435 |
| 2025-07-01 | 54.1967710545 |
| 2025-08-01 | 54.1248634281 |
| 2025-09-01 | 54.4991936206 |
| 2025-10-01 | 54.5879912342 |
| 2025-11-01 | 54.1557840079 |
| 2025-12-01 | 54.4319267770 |
| 2026-01-01 | 54.1087789852 |
| 2026-02-01 | 53.3539234566 |
| 2026-03-01 | 54.4621486222 |
| 2026-04-01 | 54.8792242637 |
| 2026-05-01 | 54.9630562992 |
| 2026-06-01 | 55.2128563183 |
| 2026-07-01 | 55.6560867640 |
| 2026-08-01 | 55.9078964245 |