Table Data - All Employees: Other Services in Allentown-Bethlehem-Easton, PA-NJ (MSA)
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| Title | All Employees: Other Services in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | ALLE942SRVO |
| 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 2024-05-01 |
| Last Updated | 2024-06-26 4:48 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 | 12.673633304628598 |
| 1990-02-01 | 12.614931715911698 |
| 1990-03-01 | 12.796303975959400 |
| 1990-04-01 | 12.372608631056400 |
| 1990-05-01 | 12.603909963304500 |
| 1990-06-01 | 12.667576760677200 |
| 1990-07-01 | 12.671558786663000 |
| 1990-08-01 | 12.673530102171800 |
| 1990-09-01 | 12.738451706269698 |
| 1990-10-01 | 12.748380110959700 |
| 1990-11-01 | 12.867081377429600 |
| 1990-12-01 | 12.863958281395800 |
| 1991-01-01 | 12.982739803192999 |
| 1991-02-01 | 13.021146092959900 |
| 1991-03-01 | 13.100468850980999 |
| 1991-04-01 | 12.168048739730600 |
| 1991-05-01 | 12.193913567090900 |
| 1991-06-01 | 12.273217367712900 |
| 1991-07-01 | 12.269216919033001 |
| 1991-08-01 | 12.369186657628500 |
| 1991-09-01 | 12.235192407227900 |
| 1991-10-01 | 12.244117737446198 |
| 1991-11-01 | 12.261403429488599 |
| 1991-12-01 | 12.372059046106200 |
| 1992-01-01 | 12.300447256751099 |
| 1992-02-01 | 12.326977533815501 |
| 1992-03-01 | 12.302761880189500 |
| 1992-04-01 | 12.367433119251700 |
| 1992-05-01 | 12.375634013876400 |
| 1992-06-01 | 12.380208397004600 |
| 1992-07-01 | 12.464613460703500 |
| 1992-08-01 | 12.464259998174601 |
| 1992-09-01 | 12.532447647084501 |
| 1992-10-01 | 12.641115552269099 |
| 1992-11-01 | 12.457076160035200 |
| 1992-12-01 | 12.577487191176902 |
| 1993-01-01 | 12.512446807719100 |
| 1993-02-01 | 12.531527689655800 |
| 1993-03-01 | 12.502892683530500 |
| 1993-04-01 | 12.574172104117900 |
| 1993-05-01 | 12.659890181972198 |
| 1993-06-01 | 12.493755318207500 |
| 1993-07-01 | 12.357159910963500 |
| 1993-08-01 | 12.161585563664598 |
| 1993-09-01 | 12.423772544195100 |
| 1993-10-01 | 12.442876239899599 |
| 1993-11-01 | 12.454810604600100 |
| 1993-12-01 | 12.386547508566200 |
| 1994-01-01 | 12.409682440354700 |
| 1994-02-01 | 12.429326818634500 |
| 1994-03-01 | 12.493112871162000 |
| 1994-04-01 | 12.688496802401302 |
| 1994-05-01 | 12.754559726468900 |
| 1994-06-01 | 12.610289792426200 |
| 1994-07-01 | 12.752320868340800 |
| 1994-08-01 | 12.761960016823199 |
| 1994-09-01 | 12.716575569119302 |
| 1994-10-01 | 12.751151482572801 |
| 1994-11-01 | 12.755279164631300 |
| 1994-12-01 | 12.696495714127900 |
| 1995-01-01 | 12.685003251546500 |
| 1995-02-01 | 12.815721972540100 |
| 1995-03-01 | 12.874568558182200 |
| 1995-04-01 | 12.909111860810200 |
| 1995-05-01 | 13.057552490176100 |
| 1995-06-01 | 13.136889138411600 |
| 1995-07-01 | 13.149099393603802 |
| 1995-08-01 | 13.165055081794300 |
| 1995-09-01 | 13.208896668993000 |
| 1995-10-01 | 13.265197311921000 |
| 1995-11-01 | 13.360981703735499 |
| 1995-12-01 | 13.510690533955300 |
| 1996-01-01 | 13.150892065586500 |
| 1996-02-01 | 13.486659524646198 |
| 1996-03-01 | 13.544538718884600 |
| 1996-04-01 | 13.528959379666400 |
| 1996-05-01 | 13.569618732727802 |
| 1996-06-01 | 13.863150817856600 |
| 1996-07-01 | 13.749708705769100 |
| 1996-08-01 | 13.870619831285401 |
| 1996-09-01 | 14.008753153688600 |
| 1996-10-01 | 13.485625017707400 |
| 1996-11-01 | 13.571711120650100 |
| 1996-12-01 | 13.616004377413800 |
| 1997-01-01 | 13.712145157162000 |
| 1997-02-01 | 13.655341926954800 |
| 1997-03-01 | 13.711988222696800 |
| 1997-04-01 | 13.746577880205901 |
| 1997-05-01 | 13.684192768413999 |
| 1997-06-01 | 13.782191921340000 |
| 1997-07-01 | 13.954269746098700 |
| 1997-08-01 | 13.978958312160900 |
| 1997-09-01 | 14.007366844385200 |
| 1997-10-01 | 14.205243110833699 |
| 1997-11-01 | 14.078694384090200 |
| 1997-12-01 | 14.122438374019401 |
| 1998-01-01 | 14.184843395769200 |
| 1998-02-01 | 14.240022291531401 |
| 1998-03-01 | 14.182558523233500 |
| 1998-04-01 | 14.154256579605400 |
| 1998-05-01 | 14.192145705815100 |
| 1998-06-01 | 14.084398385763700 |
| 1998-07-01 | 14.053546426187198 |
| 1998-08-01 | 14.086485095090700 |
| 1998-09-01 | 14.114054300733900 |
| 1998-10-01 | 14.125053914493401 |
| 1998-11-01 | 13.977691962565100 |
| 1998-12-01 | 14.129096983200600 |
| 1999-01-01 | 14.173864571944700 |
| 1999-02-01 | 14.342898187450800 |
| 1999-03-01 | 14.465585651347000 |
| 1999-04-01 | 14.357146937980401 |
| 1999-05-01 | 14.284100303823699 |
| 1999-06-01 | 14.271981672289500 |
| 1999-07-01 | 14.348489397308600 |
| 1999-08-01 | 14.388427537567198 |
| 1999-09-01 | 14.418622754942800 |
| 1999-10-01 | 14.342929187321800 |
| 1999-11-01 | 14.476142157179101 |
| 1999-12-01 | 14.534110125510399 |
| 2000-01-01 | 14.584671355073100 |
| 2000-02-01 | 14.762715583902900 |
| 2000-03-01 | 14.557792061524400 |
| 2000-04-01 | 14.455615587360900 |
| 2000-05-01 | 14.465166709748699 |
| 2000-06-01 | 14.548482226981600 |
| 2000-07-01 | 14.335448816539500 |
| 2000-08-01 | 14.491070837173100 |
| 2000-09-01 | 14.521281234416401 |
| 2000-10-01 | 14.555171478327000 |
| 2000-11-01 | 14.676632435319199 |
| 2000-12-01 | 14.635732868559000 |
| 2001-01-01 | 14.704795219201500 |
| 2001-02-01 | 14.688721393930098 |
| 2001-03-01 | 14.862923637273500 |
| 2001-04-01 | 14.851790778246200 |
| 2001-05-01 | 14.944059840805700 |
| 2001-06-01 | 15.014935569760402 |
| 2001-07-01 | 15.026622070726200 |
| 2001-08-01 | 14.997601539382698 |
| 2001-09-01 | 14.915010604978800 |
| 2001-10-01 | 14.859861253641698 |
| 2001-11-01 | 14.979871872305500 |
| 2001-12-01 | 14.937725802135802 |
| 2002-01-01 | 14.928691139144002 |
| 2002-02-01 | 14.914205708559301 |
| 2002-03-01 | 14.873251156774499 |
| 2002-04-01 | 14.942590584195000 |
| 2002-05-01 | 14.925128428150401 |
| 2002-06-01 | 14.889359898342100 |
| 2002-07-01 | 14.917577429985500 |
| 2002-08-01 | 15.004242012622500 |
| 2002-09-01 | 14.899467875751801 |
| 2002-10-01 | 14.860592653757000 |
| 2002-11-01 | 14.790364071214500 |
| 2002-12-01 | 14.941975135418902 |
| 2003-01-01 | 14.853643213939700 |
| 2003-02-01 | 14.824894785677900 |
| 2003-03-01 | 14.892814215256800 |
| 2003-04-01 | 14.825782759062900 |
| 2003-05-01 | 14.901274759777200 |
| 2003-06-01 | 14.874685855595400 |
| 2003-07-01 | 14.922912776868401 |
| 2003-08-01 | 14.909313344184100 |
| 2003-09-01 | 14.974735521054098 |
| 2003-10-01 | 15.061381065555400 |
| 2003-11-01 | 15.012050308701700 |
| 2003-12-01 | 14.940041960241599 |
| 2004-01-01 | 14.975005617960000 |
| 2004-02-01 | 15.023916821474499 |
| 2004-03-01 | 15.007465847999802 |
| 2004-04-01 | 15.109972692940600 |
| 2004-05-01 | 15.079568550748197 |
| 2004-06-01 | 15.177063368889700 |
| 2004-07-01 | 15.133776247040100 |
| 2004-08-01 | 15.110935869073998 |
| 2004-09-01 | 15.144849147288700 |
| 2004-10-01 | 15.364212632350600 |
| 2004-11-01 | 15.335154963297200 |
| 2004-12-01 | 15.336306506855200 |
| 2005-01-01 | 15.388635894465000 |
| 2005-02-01 | 15.514341067751200 |
| 2005-03-01 | 15.521616376369300 |
| 2005-04-01 | 15.198202695299600 |
| 2005-05-01 | 15.263649009750200 |
| 2005-06-01 | 15.281021955259100 |
| 2005-07-01 | 15.248887158615300 |
| 2005-08-01 | 15.214042589881300 |
| 2005-09-01 | 15.224188041669901 |
| 2005-10-01 | 15.064162570513599 |
| 2005-11-01 | 15.050926371290900 |
| 2005-12-01 | 15.026677702164800 |
| 2006-01-01 | 14.996864304292900 |
| 2006-02-01 | 15.005583790826400 |
| 2006-03-01 | 15.028467631116700 |
| 2006-04-01 | 15.096915335115499 |
| 2006-05-01 | 15.150231003618000 |
| 2006-06-01 | 15.089810888097400 |
| 2006-07-01 | 15.064088528027801 |
| 2006-08-01 | 15.111447119888300 |
| 2006-09-01 | 15.117309095276198 |
| 2006-10-01 | 15.061872641286499 |
| 2006-11-01 | 15.053571264657900 |
| 2006-12-01 | 15.117977474821402 |
| 2007-01-01 | 15.101260195124901 |
| 2007-02-01 | 14.999721432110200 |
| 2007-03-01 | 15.234226258113301 |
| 2007-04-01 | 15.094365551097601 |
| 2007-05-01 | 15.137956961700500 |
| 2007-06-01 | 15.099130891824100 |
| 2007-07-01 | 15.186642840387900 |
| 2007-08-01 | 15.207689243761001 |
| 2007-09-01 | 15.226847346451700 |
| 2007-10-01 | 15.151383845467599 |
| 2007-11-01 | 15.146090562516902 |
| 2007-12-01 | 15.204839772139700 |
| 2008-01-01 | 15.199927209315800 |
| 2008-02-01 | 15.201499130005400 |
| 2008-03-01 | 15.134873507945600 |
| 2008-04-01 | 15.094784602765401 |
| 2008-05-01 | 15.032080967241800 |
| 2008-06-01 | 15.203133247925502 |
| 2008-07-01 | 15.108980990320100 |
| 2008-08-01 | 15.005686924360399 |
| 2008-09-01 | 15.049194209990300 |
| 2008-10-01 | 15.039217456875301 |
| 2008-11-01 | 14.928542864720200 |
| 2008-12-01 | 14.900623779244402 |
| 2009-01-01 | 14.788811092318499 |
| 2009-02-01 | 14.804339091375999 |
| 2009-03-01 | 14.728874705185799 |
| 2009-04-01 | 14.692858000477900 |
| 2009-05-01 | 14.736679311788800 |
| 2009-06-01 | 14.599432281736801 |
| 2009-07-01 | 14.532297801158700 |
| 2009-08-01 | 14.512530922183100 |
| 2009-09-01 | 14.376788090757100 |
| 2009-10-01 | 14.421672985427700 |
| 2009-11-01 | 14.409379170508801 |
| 2009-12-01 | 14.297739842623901 |
| 2010-01-01 | 14.274777921384599 |
| 2010-02-01 | 14.108795514069000 |
| 2010-03-01 | 14.220387282047401 |
| 2010-04-01 | 14.190615625397700 |
| 2010-05-01 | 14.146125710172100 |
| 2010-06-01 | 14.091467875799500 |
| 2010-07-01 | 14.050925763922500 |
| 2010-08-01 | 14.119241201852699 |
| 2010-09-01 | 14.101522975247400 |
| 2010-10-01 | 14.112019496019200 |
| 2010-11-01 | 14.192647634798900 |
| 2010-12-01 | 14.101390367264301 |
| 2011-01-01 | 14.055387199486802 |
| 2011-02-01 | 14.015346086917200 |
| 2011-03-01 | 14.006382864613600 |
| 2011-04-01 | 14.086485925069000 |
| 2011-05-01 | 14.055835175611000 |
| 2011-06-01 | 14.187458106637800 |
| 2011-07-01 | 14.269521967103600 |
| 2011-08-01 | 14.125150086345599 |
| 2011-09-01 | 14.115641127405000 |
| 2011-10-01 | 14.107355248437500 |
| 2011-11-01 | 14.182943791812699 |
| 2011-12-01 | 14.200275758622197 |
| 2012-01-01 | 14.337598203622198 |
| 2012-02-01 | 14.421873174119598 |
| 2012-03-01 | 14.299337736705100 |
| 2012-04-01 | 14.179888558160100 |
| 2012-05-01 | 14.164136838585902 |
| 2012-06-01 | 14.086750373155802 |
| 2012-07-01 | 13.976665691617699 |
| 2012-08-01 | 14.032924932790900 |
| 2012-09-01 | 14.024103089262400 |
| 2012-10-01 | 14.009648500096601 |
| 2012-11-01 | 13.882983780560501 |
| 2012-12-01 | 13.899952234270302 |
| 2013-01-01 | 13.813182990144998 |
| 2013-02-01 | 13.818508840749303 |
| 2013-03-01 | 13.797282020627401 |
| 2013-04-01 | 13.778230500726800 |
| 2013-05-01 | 13.768767933847700 |
| 2013-06-01 | 13.796904580018401 |
| 2013-07-01 | 13.779677898760000 |
| 2013-08-01 | 13.739180459172301 |
| 2013-09-01 | 13.725163996922099 |
| 2013-10-01 | 13.709427425703700 |
| 2013-11-01 | 13.689074876425300 |
| 2013-12-01 | 13.592123274735599 |
| 2014-01-01 | 13.598437624819000 |
| 2014-02-01 | 13.508209601686099 |
| 2014-03-01 | 13.607100237201000 |
| 2014-04-01 | 13.581921201251600 |
| 2014-05-01 | 13.566918606605200 |
| 2014-06-01 | 13.604978410322301 |
| 2014-07-01 | 13.578043778547599 |
| 2014-08-01 | 13.644074949444098 |
| 2014-09-01 | 13.627705406820901 |
| 2014-10-01 | 13.607791283049600 |
| 2014-11-01 | 13.690846375042100 |
| 2014-12-01 | 13.684347703630800 |
| 2015-01-01 | 13.688706785859400 |
| 2015-02-01 | 13.599970442701200 |
| 2015-03-01 | 13.720162417443600 |
| 2015-04-01 | 13.788362952550399 |
| 2015-05-01 | 13.866563510439999 |
| 2015-06-01 | 13.709544976549400 |
| 2015-07-01 | 13.779376455915400 |
| 2015-08-01 | 13.745240713968402 |
| 2015-09-01 | 13.826664140143400 |
| 2015-10-01 | 13.903074633151500 |
| 2015-11-01 | 13.880786403226098 |
| 2015-12-01 | 13.976502459082699 |
| 2016-01-01 | 14.090318408158698 |
| 2016-02-01 | 14.097608890866999 |
| 2016-03-01 | 14.036696275750302 |
| 2016-04-01 | 14.098819657248800 |
| 2016-05-01 | 14.170416339766500 |
| 2016-06-01 | 14.105192714883803 |
| 2016-07-01 | 14.178415752122099 |
| 2016-08-01 | 14.247007110496499 |
| 2016-09-01 | 14.217637692683498 |
| 2016-10-01 | 14.197335257860200 |
| 2016-11-01 | 14.266630089141000 |
| 2016-12-01 | 14.376459014327600 |
| 2017-01-01 | 14.389903235448900 |
| 2017-02-01 | 14.498742449322698 |
| 2017-03-01 | 14.449433738449400 |
| 2017-04-01 | 14.415926613074100 |
| 2017-05-01 | 14.479720827069200 |
| 2017-06-01 | 14.502117024701400 |
| 2017-07-01 | 14.581413440394700 |
| 2017-08-01 | 14.445645254943900 |
| 2017-09-01 | 14.397434672221700 |
| 2017-10-01 | 14.381706022144101 |
| 2017-11-01 | 14.345335804665401 |
| 2017-12-01 | 14.387552533398098 |
| 2018-01-01 | 14.298994893721100 |
| 2018-02-01 | 14.302559357309600 |
| 2018-03-01 | 14.359135718804500 |
| 2018-04-01 | 14.431495832462700 |
| 2018-05-01 | 14.395759799483900 |
| 2018-06-01 | 14.500736085466700 |
| 2018-07-01 | 14.481141510081000 |
| 2018-08-01 | 14.441802882545600 |
| 2018-09-01 | 14.467351467747000 |
| 2018-10-01 | 14.662655389760301 |
| 2018-11-01 | 14.628547183107901 |
| 2018-12-01 | 14.510624963141500 |
| 2019-01-01 | 14.505651990574100 |
| 2019-02-01 | 14.505940161636900 |
| 2019-03-01 | 14.566147716647501 |
| 2019-04-01 | 14.538091840173700 |
| 2019-05-01 | 14.617150216557400 |
| 2019-06-01 | 14.603080526764500 |
| 2019-07-01 | 14.583454399798500 |
| 2019-08-01 | 14.637657759747698 |
| 2019-09-01 | 14.633788109177699 |
| 2019-10-01 | 14.543649990334500 |
| 2019-11-01 | 14.614797376597500 |
| 2019-12-01 | 14.639593130337902 |
| 2020-01-01 | 14.710645237887200 |
| 2020-02-01 | 14.606368068939500 |
| 2020-03-01 | 14.467155664498199 |
| 2020-04-01 | 8.937360707172670 |
| 2020-05-01 | 9.834560831995480 |
| 2020-06-01 | 10.315694640573100 |
| 2020-07-01 | 12.285420009575802 |
| 2020-08-01 | 12.333805755301599 |
| 2020-09-01 | 12.603075968362500 |
| 2020-10-01 | 13.033495777038200 |
| 2020-11-01 | 13.013141326401800 |
| 2020-12-01 | 12.965188299423302 |
| 2021-01-01 | 13.002420275125900 |
| 2021-02-01 | 12.995927549600001 |
| 2021-03-01 | 13.166613326796698 |
| 2021-04-01 | 13.337095435863302 |
| 2021-05-01 | 13.348379130230901 |
| 2021-06-01 | 13.430920862718300 |
| 2021-07-01 | 13.590839228937400 |
| 2021-08-01 | 13.632889163814500 |
| 2021-09-01 | 13.682742332543302 |
| 2021-10-01 | 13.726515526687699 |
| 2021-11-01 | 13.714043272849300 |
| 2021-12-01 | 13.781770023333099 |
| 2022-01-01 | 13.893203250727801 |
| 2022-02-01 | 13.985389448385500 |
| 2022-03-01 | 13.963351562487200 |
| 2022-04-01 | 14.036169472436098 |
| 2022-05-01 | 14.056144758688600 |
| 2022-06-01 | 14.244748306430099 |
| 2022-07-01 | 14.092755942914000 |
| 2022-08-01 | 14.131832859596699 |
| 2022-09-01 | 14.173753075010500 |
| 2022-10-01 | 14.127524995033800 |
| 2022-11-01 | 14.119824876543500 |
| 2022-12-01 | 14.188931272377100 |
| 2023-01-01 | 14.181824284609500 |
| 2023-02-01 | 14.174442087082600 |
| 2023-03-01 | 14.260326639564099 |
| 2023-04-01 | 14.236371943729301 |
| 2023-05-01 | 14.261255710248001 |
| 2023-06-01 | 14.250019696391000 |
| 2023-07-01 | 14.295839001107900 |
| 2023-08-01 | 14.335068891074700 |
| 2023-09-01 | 14.372502565624100 |
| 2023-10-01 | 14.429030935069600 |
| 2023-11-01 | 14.522119338265700 |
| 2023-12-01 | 14.488775035164302 |
| 2024-01-01 | 14.674150450662198 |
| 2024-02-01 | 14.572271362125600 |
| 2024-03-01 | 14.555756332293901 |
| 2024-04-01 | 14.538362050850802 |
| 2024-05-01 | 14.560253608233301 |
