Federal Reserve Economic Data

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

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