Table Data - All Employees: Education and Health Services: Health Care and Social Assistance in Allentown-Bethlehem-Easton, PA-NJ (MSA)
Title | All Employees: Education and Health Services: Health Care and Social Assistance in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
---|---|
Series ID | SMU42109006562000001SA |
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 2024-10-01 |
Last Updated | 2024-11-20 4:54 AM CST |
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 | 28.662948075889602 |
1990-02-01 | 28.727720883877000 |
1990-03-01 | 28.872392365776400 |
1990-04-01 | 28.877542532495603 |
1990-05-01 | 29.053755770219396 |
1990-06-01 | 29.286457182841000 |
1990-07-01 | 29.529257029728697 |
1990-08-01 | 29.630177575567800 |
1990-09-01 | 29.773347110746396 |
1990-10-01 | 29.879385427403196 |
1990-11-01 | 30.053351202633400 |
1990-12-01 | 30.244626555123500 |
1991-01-01 | 30.868977112124700 |
1991-02-01 | 30.933713336016503 |
1991-03-01 | 30.882522376110600 |
1991-04-01 | 31.384317825897497 |
1991-05-01 | 31.560063845207600 |
1991-06-01 | 31.883224637451402 |
1991-07-01 | 31.909470572102700 |
1991-08-01 | 32.125696877627100 |
1991-09-01 | 32.164419416591300 |
1991-10-01 | 32.179195113884600 |
1991-11-01 | 32.249808517795300 |
1991-12-01 | 32.339432618844600 |
1992-01-01 | 32.268869767046496 |
1992-02-01 | 32.321647759974400 |
1992-03-01 | 32.185574634833900 |
1992-04-01 | 32.593347123293400 |
1992-05-01 | 32.874377960232500 |
1992-06-01 | 32.602812212807000 |
1992-07-01 | 32.819327601028500 |
1992-08-01 | 32.930901711245600 |
1992-09-01 | 33.057895853074800 |
1992-10-01 | 33.575443467359000 |
1992-11-01 | 33.428492191999695 |
1992-12-01 | 33.424089516638800 |
1993-01-01 | 34.285842885780000 |
1993-02-01 | 34.194737433217000 |
1993-03-01 | 34.276449540306700 |
1993-04-01 | 34.310257437654900 |
1993-05-01 | 34.505310688575605 |
1993-06-01 | 34.438712395853100 |
1993-07-01 | 34.109402983966795 |
1993-08-01 | 34.241818778504400 |
1993-09-01 | 34.244875991002300 |
1993-10-01 | 34.371855831493605 |
1993-11-01 | 34.304958336390904 |
1993-12-01 | 34.425175988203300 |
1994-01-01 | 34.487707197037300 |
1994-02-01 | 34.545211069082700 |
1994-03-01 | 34.446537531831200 |
1994-04-01 | 34.743441545049700 |
1994-05-01 | 34.726943644442390 |
1994-06-01 | 34.766352359208000 |
1994-07-01 | 35.110261295577004 |
1994-08-01 | 35.050479171132700 |
1994-09-01 | 35.345264953630400 |
1994-10-01 | 35.060072852834600 |
1994-11-01 | 35.196010468780200 |
1994-12-01 | 35.242959352315005 |
1995-01-01 | 35.199752952715200 |
1995-02-01 | 35.189069297712500 |
1995-03-01 | 35.422957672028900 |
1995-04-01 | 35.154679988520000 |
1995-05-01 | 35.136473759028895 |
1995-06-01 | 35.280526154026106 |
1995-07-01 | 35.103215638707700 |
1995-08-01 | 35.360670226593400 |
1995-09-01 | 35.964002030929706 |
1995-10-01 | 35.462934540459706 |
1995-11-01 | 35.599778409218200 |
1995-12-01 | 35.577546898252000 |
1996-01-01 | 35.403068886888300 |
1996-02-01 | 35.648916060065496 |
1996-03-01 | 35.702100706178100 |
1996-04-01 | 35.554888453555000 |
1996-05-01 | 35.520986969610000 |
1996-06-01 | 35.543163449269500 |
1996-07-01 | 36.013994863412200 |
1996-08-01 | 35.959133370971400 |
1996-09-01 | 36.310662256546000 |
1996-10-01 | 36.264086389921104 |
1996-11-01 | 36.312169943469290 |
1996-12-01 | 36.408897661959294 |
1997-01-01 | 36.710966196199200 |
1997-02-01 | 36.747729532697896 |
1997-03-01 | 36.706411680968900 |
1997-04-01 | 36.529396522455100 |
1997-05-01 | 36.782497063185600 |
1997-06-01 | 36.887268125533600 |
1997-07-01 | 37.117015107284200 |
1997-08-01 | 37.259569095899400 |
1997-09-01 | 37.252075412173900 |
1997-10-01 | 37.487285461133300 |
1997-11-01 | 37.410363683355996 |
1997-12-01 | 37.538902865356704 |
1998-01-01 | 37.792619373193396 |
1998-02-01 | 38.181958868577105 |
1998-03-01 | 38.231118629408000 |
1998-04-01 | 38.724798733453600 |
1998-05-01 | 38.938049183120796 |
1998-06-01 | 38.511237112767795 |
1998-07-01 | 38.327364791005700 |
1998-08-01 | 38.353348157491600 |
1998-09-01 | 38.175975085662100 |
1998-10-01 | 38.110929039769395 |
1998-11-01 | 38.598256306974400 |
1998-12-01 | 39.146042871421500 |
1999-01-01 | 38.769827937957100 |
1999-02-01 | 38.938895142302300 |
1999-03-01 | 39.083105486460300 |
1999-04-01 | 38.211357427527300 |
1999-05-01 | 38.303673208064700 |
1999-06-01 | 38.477369986771400 |
1999-07-01 | 38.326123972546796 |
1999-08-01 | 39.048487959802400 |
1999-09-01 | 38.578659568098600 |
1999-10-01 | 38.942196734318706 |
1999-11-01 | 38.959011406758000 |
1999-12-01 | 39.216437850855500 |
2000-01-01 | 39.444335892126900 |
2000-02-01 | 39.304021918898600 |
2000-03-01 | 39.321446085384200 |
2000-04-01 | 40.041381186641800 |
2000-05-01 | 40.401297272980100 |
2000-06-01 | 40.845282283451700 |
2000-07-01 | 40.613829280529400 |
2000-08-01 | 40.730050915634706 |
2000-09-01 | 40.868366860419200 |
2000-10-01 | 40.546778961179500 |
2000-11-01 | 40.917331962630500 |
2000-12-01 | 40.765092064871700 |
2001-01-01 | 41.031525935111496 |
2001-02-01 | 41.177475025311104 |
2001-03-01 | 41.156000250196400 |
2001-04-01 | 41.181552340817206 |
2001-05-01 | 41.213835488945705 |
2001-06-01 | 41.561941672551400 |
2001-07-01 | 41.896958670663600 |
2001-08-01 | 42.514325764573500 |
2001-09-01 | 42.345063337793000 |
2001-10-01 | 42.137967634853600 |
2001-11-01 | 42.284141168187496 |
2001-12-01 | 42.820279066723900 |
2002-01-01 | 42.217202142008900 |
2002-02-01 | 42.415179438229790 |
2002-03-01 | 42.476779603898100 |
2002-04-01 | 42.330383199019500 |
2002-05-01 | 42.737320126482100 |
2002-06-01 | 42.787275436007400 |
2002-07-01 | 43.184772281914500 |
2002-08-01 | 43.195688556312600 |
2002-09-01 | 43.324803254688206 |
2002-10-01 | 43.910952614225394 |
2002-11-01 | 44.081750864037500 |
2002-12-01 | 44.282434566943905 |
2003-01-01 | 44.424554779079200 |
2003-02-01 | 44.436661977758206 |
2003-03-01 | 44.693803262309400 |
2003-04-01 | 44.753702841723005 |
2003-05-01 | 44.946506292813000 |
2003-06-01 | 45.003097454423106 |
2003-07-01 | 45.073864767515710 |
2003-08-01 | 45.377537004748895 |
2003-09-01 | 45.538332523670796 |
2003-10-01 | 45.777201312273995 |
2003-11-01 | 45.895707027252800 |
2003-12-01 | 46.159853634581100 |
2004-01-01 | 46.238448677916500 |
2004-02-01 | 46.338580964370500 |
2004-03-01 | 46.501231030084300 |
2004-04-01 | 46.650896872126500 |
2004-05-01 | 46.741826233891790 |
2004-06-01 | 46.904523692019204 |
2004-07-01 | 46.882497521457500 |
2004-08-01 | 46.963799379335500 |
2004-09-01 | 47.057478549954794 |
2004-10-01 | 47.149445516769800 |
2004-11-01 | 47.127413262870290 |
2004-12-01 | 47.252362454141290 |
2005-01-01 | 47.451036708856790 |
2005-02-01 | 47.637174786269796 |
2005-03-01 | 47.700735740263700 |
2005-04-01 | 47.926388066854900 |
2005-05-01 | 48.123464280760500 |
2005-06-01 | 48.295915370499294 |
2005-07-01 | 48.695000542052500 |
2005-08-01 | 48.655733399046710 |
2005-09-01 | 48.878174772419390 |
2005-10-01 | 48.747040829917005 |
2005-11-01 | 48.745463646517900 |
2005-12-01 | 49.061655954100700 |
2006-01-01 | 49.156189762412600 |
2006-02-01 | 49.323366877193900 |
2006-03-01 | 49.512296457577000 |
2006-04-01 | 49.498021021222600 |
2006-05-01 | 49.508285983138900 |
2006-06-01 | 49.597984991928210 |
2006-07-01 | 49.708804395044100 |
2006-08-01 | 49.748431817526800 |
2006-09-01 | 50.088605565591095 |
2006-10-01 | 50.162700443947600 |
2006-11-01 | 50.250304789692900 |
2006-12-01 | 50.261775098277290 |
2007-01-01 | 50.563113851208200 |
2007-02-01 | 50.710936224173400 |
2007-03-01 | 50.813646382443196 |
2007-04-01 | 51.074333152869606 |
2007-05-01 | 51.294008172754710 |
2007-06-01 | 51.511763732339600 |
2007-07-01 | 51.711719547351800 |
2007-08-01 | 51.948637984302394 |
2007-09-01 | 52.112990313267495 |
2007-10-01 | 52.268415137795400 |
2007-11-01 | 52.334252529488495 |
2007-12-01 | 52.342723884819500 |
2008-01-01 | 52.364802996459890 |
2008-02-01 | 52.712614857880105 |
2008-03-01 | 52.927820923484500 |
2008-04-01 | 52.961193531846110 |
2008-05-01 | 53.069051430374400 |
2008-06-01 | 53.236412156563205 |
2008-07-01 | 53.225452410741504 |
2008-08-01 | 53.359514975570704 |
2008-09-01 | 53.332693870511800 |
2008-10-01 | 53.370851327655710 |
2008-11-01 | 53.608847999778995 |
2008-12-01 | 53.710815510369500 |
2009-01-01 | 53.866287661357500 |
2009-02-01 | 53.924326206595000 |
2009-03-01 | 53.826164401207706 |
2009-04-01 | 54.055518642861300 |
2009-05-01 | 54.051053634938405 |
2009-06-01 | 54.048206941481700 |
2009-07-01 | 54.250509152010710 |
2009-08-01 | 54.282721274594900 |
2009-09-01 | 54.142913951221600 |
2009-10-01 | 54.470109442666100 |
2009-11-01 | 54.484759051566500 |
2009-12-01 | 54.667691443053600 |
2010-01-01 | 54.778378337545995 |
2010-02-01 | 54.832743272171605 |
2010-03-01 | 54.939774632754900 |
2010-04-01 | 54.954827535115000 |
2010-05-01 | 55.031139439582400 |
2010-06-01 | 55.038278502256600 |
2010-07-01 | 54.975548219369000 |
2010-08-01 | 55.506332980250800 |
2010-09-01 | 55.440599250955100 |
2010-10-01 | 55.577450460645100 |
2010-11-01 | 55.664508784433295 |
2010-12-01 | 55.827887672426100 |
2011-01-01 | 55.602884950958604 |
2011-02-01 | 55.648595348843600 |
2011-03-01 | 55.742965428721504 |
2011-04-01 | 55.856680257085600 |
2011-05-01 | 56.111528709929890 |
2011-06-01 | 56.105230648640790 |
2011-07-01 | 56.298164936671200 |
2011-08-01 | 56.332366993874000 |
2011-09-01 | 56.536110071662400 |
2011-10-01 | 56.778936872869500 |
2011-11-01 | 57.051987387454100 |
2011-12-01 | 57.091080864225795 |
2012-01-01 | 57.649450768252500 |
2012-02-01 | 57.677416054089100 |
2012-03-01 | 57.959964828145890 |
2012-04-01 | 58.056163625485404 |
2012-05-01 | 58.075826256861000 |
2012-06-01 | 58.350323609482004 |
2012-07-01 | 58.407108594449100 |
2012-08-01 | 58.556118206193105 |
2012-09-01 | 58.735238205337890 |
2012-10-01 | 58.787175399383706 |
2012-11-01 | 58.557068005578790 |
2012-12-01 | 58.974973768439290 |
2013-01-01 | 58.884578944275800 |
2013-02-01 | 59.205526308357000 |
2013-03-01 | 59.150649451495106 |
2013-04-01 | 59.240626963424600 |
2013-05-01 | 59.345771240872900 |
2013-06-01 | 59.598858620719604 |
2013-07-01 | 59.508762275706610 |
2013-08-01 | 59.686009066000610 |
2013-09-01 | 59.734807284980000 |
2013-10-01 | 59.606628532413500 |
2013-11-01 | 59.885511917632400 |
2013-12-01 | 59.777457396697905 |
2014-01-01 | 59.802684003662800 |
2014-02-01 | 59.500665270278700 |
2014-03-01 | 59.732771977777300 |
2014-04-01 | 59.814658617573900 |
2014-05-01 | 59.923931322013500 |
2014-06-01 | 59.867736149940300 |
2014-07-01 | 59.908738080468000 |
2014-08-01 | 60.017660692007205 |
2014-09-01 | 60.033061472192790 |
2014-10-01 | 60.437246498575895 |
2014-11-01 | 60.426766416997005 |
2014-12-01 | 60.507472603570605 |
2015-01-01 | 60.375175975401405 |
2015-02-01 | 60.376349854444506 |
2015-03-01 | 60.403048677451295 |
2015-04-01 | 60.888716953764600 |
2015-05-01 | 61.118478493299705 |
2015-06-01 | 61.162864064799200 |
2015-07-01 | 61.316219698165206 |
2015-08-01 | 61.337194219838494 |
2015-09-01 | 61.436510731996000 |
2015-10-01 | 61.549072240131210 |
2015-11-01 | 61.566201506143294 |
2015-12-01 | 61.737034981996900 |
2016-01-01 | 61.741565519971800 |
2016-02-01 | 61.833205820699504 |
2016-03-01 | 62.070337989434390 |
2016-04-01 | 62.085786075564000 |
2016-05-01 | 62.032041822006290 |
2016-06-01 | 61.983260416008300 |
2016-07-01 | 62.043110008455000 |
2016-08-01 | 61.740403491180600 |
2016-09-01 | 61.830888960211105 |
2016-10-01 | 61.540596655026100 |
2016-11-01 | 61.688686121972800 |
2016-12-01 | 61.476781493504000 |
2017-01-01 | 61.986991647851200 |
2017-02-01 | 62.162916776471500 |
2017-03-01 | 62.045118884340894 |
2017-04-01 | 62.103492007687800 |
2017-05-01 | 62.193332575748100 |
2017-06-01 | 62.426532468703200 |
2017-07-01 | 62.577986990348500 |
2017-08-01 | 62.817889757898290 |
2017-09-01 | 63.107732454277000 |
2017-10-01 | 63.292044890331105 |
2017-11-01 | 63.594263175286294 |
2017-12-01 | 63.707314279009500 |
2018-01-01 | 64.260260783428210 |
2018-02-01 | 64.608915116733100 |
2018-03-01 | 64.537100062818400 |
2018-04-01 | 64.831755374692290 |
2018-05-01 | 64.979891222100000 |
2018-06-01 | 65.061187383813490 |
2018-07-01 | 65.098724762814500 |
2018-08-01 | 65.388647482367790 |
2018-09-01 | 65.488502423091600 |
2018-10-01 | 65.614893570989000 |
2018-11-01 | 65.660682690932600 |
2018-12-01 | 65.939742649245600 |
2019-01-01 | 65.848022457280100 |
2019-02-01 | 66.180172759378010 |
2019-03-01 | 66.451042397876790 |
2019-04-01 | 66.344140358935300 |
2019-05-01 | 66.672814002547210 |
2019-06-01 | 66.602527379895000 |
2019-07-01 | 66.402210094300800 |
2019-08-01 | 66.564305167546400 |
2019-09-01 | 66.489035657863800 |
2019-10-01 | 66.511898508819200 |
2019-11-01 | 66.714606140707700 |
2019-12-01 | 66.855941020374800 |
2020-01-01 | 67.066742854728300 |
2020-02-01 | 67.292285679647390 |
2020-03-01 | 66.964459424845900 |
2020-04-01 | 56.922423647437896 |
2020-05-01 | 58.917114932308210 |
2020-06-01 | 61.141350595143200 |
2020-07-01 | 62.396440345204000 |
2020-08-01 | 63.277605348691395 |
2020-09-01 | 63.701201899703996 |
2020-10-01 | 64.052534748183090 |
2020-11-01 | 64.062978418314000 |
2020-12-01 | 64.160615850284500 |
2021-01-01 | 64.486075833795700 |
2021-02-01 | 64.604490831119790 |
2021-03-01 | 65.083532313527300 |
2021-04-01 | 65.333934080032390 |
2021-05-01 | 65.057803921792800 |
2021-06-01 | 65.017549513137710 |
2021-07-01 | 65.261474802345800 |
2021-08-01 | 64.783846556877700 |
2021-09-01 | 64.935194052773710 |
2021-10-01 | 65.115347280486400 |
2021-11-01 | 65.224268319203390 |
2021-12-01 | 65.256192193301790 |
2022-01-01 | 65.010573265763210 |
2022-02-01 | 65.540208232689110 |
2022-03-01 | 65.999330575339600 |
2022-04-01 | 66.425944379991800 |
2022-05-01 | 66.650903991819900 |
2022-06-01 | 66.982515020470400 |
2022-07-01 | 67.320646838749710 |
2022-08-01 | 67.702141832079900 |
2022-09-01 | 68.080094876966600 |
2022-10-01 | 68.819438457847700 |
2022-11-01 | 68.880057969823300 |
2022-12-01 | 69.842848004829390 |
2023-01-01 | 70.443719981618300 |
2023-02-01 | 70.783278812745100 |
2023-03-01 | 70.928869747806500 |
2023-04-01 | 71.229729359450290 |
2023-05-01 | 71.625982688869910 |
2023-06-01 | 72.128791267004090 |
2023-07-01 | 72.185935708137300 |
2023-08-01 | 72.598205577396400 |
2023-09-01 | 73.238136941332700 |
2023-10-01 | 73.237432769538600 |
2023-11-01 | 74.053705295483000 |
2023-12-01 | 74.420382096604300 |
2024-01-01 | 74.767269832033590 |
2024-02-01 | 75.411774932261710 |
2024-03-01 | 75.950467593750400 |
2024-04-01 | 76.052360314747400 |
2024-05-01 | 77.187076065645000 |
2024-06-01 | 77.667257884311510 |
2024-07-01 | 78.267104002450710 |
2024-08-01 | 78.689246989443400 |
2024-09-01 | 78.673910363291090 |
2024-10-01 | 79.173825193811410 |