Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Social Assistance in Montgomery County-Bucks County-Chester County, PA (MD)

Title All Employees: Education and Health Services: Social Assistance in Montgomery County-Bucks County-Chester County, PA (MD)
Series ID SMU42338746562400001SA
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 4:53 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 7.2289762063838690
1990-02-01 7.3728768687894110
1990-03-01 7.3150941659642505
1990-04-01 7.7224194634783000
1990-05-01 7.4975402316517490
1990-06-01 7.5351742874111105
1990-07-01 7.4764147454622600
1990-08-01 7.5687255449727200
1990-09-01 7.4529259943065700
1990-10-01 7.6368980509193600
1990-11-01 7.6118120920657500
1990-12-01 7.6688256218410400
1991-01-01 7.7400482207369805
1991-02-01 7.6812342732938600
1991-03-01 7.8173037364545500
1991-04-01 7.9196796413720890
1991-05-01 7.9946616810005300
1991-06-01 8.1211910069557690
1991-07-01 7.8714238357092800
1991-08-01 7.9745174739436700
1991-09-01 8.1391617657617200
1991-10-01 8.1464415574751700
1991-11-01 8.1108510959556000
1991-12-01 8.1578731591997190
1992-01-01 8.1542284622667600
1992-02-01 8.0991530931936100
1992-03-01 8.1177941342288700
1992-04-01 8.0119151127261400
1992-05-01 8.0071065270149400
1992-06-01 7.9160239927517700
1992-07-01 7.9334835319522000
1992-08-01 7.8525892468374700
1992-09-01 8.1495064278214800
1992-10-01 8.3666069298312200
1992-11-01 8.2168176224375400
1992-12-01 8.1602453390868490
1993-01-01 8.2776021867224600
1993-02-01 8.4144312297367100
1993-03-01 8.4172675752194100
1993-04-01 8.3047835958293200
1993-05-01 8.4159326832255100
1993-06-01 8.2818433204399000
1993-07-01 8.3936184439852200
1993-08-01 8.4477034567198000
1993-09-01 8.5778418096426600
1993-10-01 8.4809683020837310
1993-11-01 8.6273590405707300
1993-12-01 8.6713598968285800
1994-01-01 8.5942286277696600
1994-02-01 8.6158260644919210
1994-03-01 8.7199396736819510
1994-04-01 8.9001464560649700
1994-05-01 8.8190832444053800
1994-06-01 8.6442984507084900
1994-07-01 8.9413849447524820
1994-08-01 9.1433010642031800
1994-09-01 8.9325232997084710
1994-10-01 8.7905002367338480
1994-11-01 8.8406083578984900
1994-12-01 8.9920932383977800
1995-01-01 9.0083978522603200
1995-02-01 9.0154337234889200
1995-03-01 9.0166210908893110
1995-04-01 9.2043883745606700
1995-05-01 9.1104296634527500
1995-06-01 9.3869026282642400
1995-07-01 8.5778089148846500
1995-08-01 8.7140298323997600
1995-09-01 8.4950080536324090
1995-10-01 8.6008672106330600
1995-11-01 8.5714662076398500
1995-12-01 8.7369596800676200
1996-01-01 8.3815163182713600
1996-02-01 8.4959839132309200
1996-03-01 8.5093076239584900
1996-04-01 8.4135908784994000
1996-05-01 8.5026251068058900
1996-06-01 8.5949988656939700
1996-07-01 8.4138840784882800
1996-08-01 8.3953257777140600
1996-09-01 8.4354969692644400
1996-10-01 8.7227400895176700
1996-11-01 8.7146505532782900
1996-12-01 8.7830416975040500
1997-01-01 9.0568146987742900
1997-02-01 9.1906315109693700
1997-03-01 9.1905261788232700
1997-04-01 9.4329380681839700
1997-05-01 9.4640010472351310
1997-06-01 9.4553979599019300
1997-07-01 9.6524080862858490
1997-08-01 9.8131136107207100
1997-09-01 9.8634187470659710
1997-10-01 10.3647298227074000
1997-11-01 10.5827744297740000
1997-12-01 10.5572164148364000
1998-01-01 10.4140140477979000
1998-02-01 10.3727582815616000
1998-03-01 10.5741514294923000
1998-04-01 10.3405710247408000
1998-05-01 10.5215007882566990
1998-06-01 10.8355787838158020
1998-07-01 10.3763550249338010
1998-08-01 10.3958784557757000
1998-09-01 10.6605826473894000
1998-10-01 10.2135165211828000
1998-11-01 10.2439744800089000
1998-12-01 10.2180489344153000
1999-01-01 10.3767901731846000
1999-02-01 10.3530536593636000
1999-03-01 10.2646805334328000
1999-04-01 10.1290966736421990
1999-05-01 10.1158323658223010
1999-06-01 9.9976636875961300
1999-07-01 10.1253127098570990
1999-08-01 9.8424454549910500
1999-09-01 10.0335499250697000
1999-10-01 9.5477860027796500
1999-11-01 9.5847000891532780
1999-12-01 9.7517435414421990
2000-01-01 9.8673722361469900
2000-02-01 9.8309475175544810
2000-03-01 9.9779767645925900
2000-04-01 10.4009430897165000
2000-05-01 10.2375071381061000
2000-06-01 10.3149049924878000
2000-07-01 10.2829717127978010
2000-08-01 10.3951112948009000
2000-09-01 10.2034078911416000
2000-10-01 10.3821460119678020
2000-11-01 10.4382726775220000
2000-12-01 10.2628139800861980
2001-01-01 10.3919241562322000
2001-02-01 10.4260292454511000
2001-03-01 10.3982207311419000
2001-04-01 10.3863266407065000
2001-05-01 10.3760338980590000
2001-06-01 10.2123307010943000
2001-07-01 10.5636823605088010
2001-08-01 10.8442441531771000
2001-09-01 10.5824465724454000
2001-10-01 10.4768548174197000
2001-11-01 10.4432477164809000
2001-12-01 10.5451699221870000
2002-01-01 11.0469624879424000
2002-02-01 11.1236226794440000
2002-03-01 11.1304229590134000
2002-04-01 10.3912371997971000
2002-05-01 10.3253379737036980
2002-06-01 10.1011678981731000
2002-07-01 10.1673025245700990
2002-08-01 10.2052173676589000
2002-09-01 10.1521871699760000
2002-10-01 10.2554043894370000
2002-11-01 10.2290586285565000
2002-12-01 10.1987714268816990
2003-01-01 9.7921128830323400
2003-02-01 9.5356190462125500
2003-03-01 9.8503395765109900
2003-04-01 10.1184230172503000
2003-05-01 9.8600900066420000
2003-06-01 10.1745761303408000
2003-07-01 9.9738200930381890
2003-08-01 10.1827315637030010
2003-09-01 10.2261927884264000
2003-10-01 10.3451820560778010
2003-11-01 10.3031970114238010
2003-12-01 10.3573374115419000
2004-01-01 10.2477405630596000
2004-02-01 10.2538161019648000
2004-03-01 10.2717070344859000
2004-04-01 10.1508370554272000
2004-05-01 10.2784402613265000
2004-06-01 10.4365688746969010
2004-07-01 10.4646606711641000
2004-08-01 10.3800190741943010
2004-09-01 10.3993814269724000
2004-10-01 10.3440063068003010
2004-11-01 10.4873242994966000
2004-12-01 10.7316425746241980
2005-01-01 10.8763052953623000
2005-02-01 11.1769982198078020
2005-03-01 11.3871083089019010
2005-04-01 11.4848656434451000
2005-05-01 11.8703700110817000
2005-06-01 11.7755830301594000
2005-07-01 12.5257094902030990
2005-08-01 13.0842032531555980
2005-09-01 13.1724316287135000
2005-10-01 13.2917742506310000
2005-11-01 13.4093983155570000
2005-12-01 13.6338736864841990
2006-01-01 13.7183792703770990
2006-02-01 13.6889736619272000
2006-03-01 13.8940502201303000
2006-04-01 14.1190366118950020
2006-05-01 14.2359091524761980
2006-06-01 14.4056514917940000
2006-07-01 14.5177577592098000
2006-08-01 14.6172111466887000
2006-09-01 14.2699350486644000
2006-10-01 14.9059145089409000
2006-11-01 15.2069606582706000
2006-12-01 15.2455822277156000
2007-01-01 15.4017121527630000
2007-02-01 15.6879819049606990
2007-03-01 15.7831432098565010
2007-04-01 16.4206333494706000
2007-05-01 16.1807823159280000
2007-06-01 16.4170495319006980
2007-07-01 16.4581282449815980
2007-08-01 16.4709783026017000
2007-09-01 15.9820050971966980
2007-10-01 16.4890935968778000
2007-11-01 16.6737445176853000
2007-12-01 16.4364429718725000
2008-01-01 16.9911808984018000
2008-02-01 16.9653794596608980
2008-03-01 17.0648807592415000
2008-04-01 17.0856817749772000
2008-05-01 17.2413080645674020
2008-06-01 17.3841553346297000
2008-07-01 17.6615385906446000
2008-08-01 17.8410481873186020
2008-09-01 17.8903326368073000
2008-10-01 17.9385838077942000
2008-11-01 18.0215512078121980
2008-12-01 18.0018886611847000
2009-01-01 18.5810359611074000
2009-02-01 18.7551993372212000
2009-03-01 18.8482482475376000
2009-04-01 18.8543531978990000
2009-05-01 19.0072377952965000
2009-06-01 18.9438309818732000
2009-07-01 18.8768406723423000
2009-08-01 18.9059754807201000
2009-09-01 19.0920829805067000
2009-10-01 19.3892655079902000
2009-11-01 19.3760339904630000
2009-12-01 19.2488198357154000
2010-01-01 19.1705216451196030
2010-02-01 18.9314688706235000
2010-03-01 19.2299150416421000
2010-04-01 19.3253487973321000
2010-05-01 19.3943414048263000
2010-06-01 19.2116595695393000
2010-07-01 19.3897356540741000
2010-08-01 19.5710575271111000
2010-09-01 19.6858647426598000
2010-10-01 19.9443240705593000
2010-11-01 20.1316237929039000
2010-12-01 19.9983202501613000
2011-01-01 19.7503823262093000
2011-02-01 19.8338406221635000
2011-03-01 19.8217838619513000
2011-04-01 19.8917642516906030
2011-05-01 19.8850742475568970
2011-06-01 19.8412866390312000
2011-07-01 20.1842540604383030
2011-08-01 20.3129020658310000
2011-09-01 20.5990414094198000
2011-10-01 20.6234414153169000
2011-11-01 20.7993147121848030
2011-12-01 20.8624662073576030
2012-01-01 20.8329803221366030
2012-02-01 20.9268119760422000
2012-03-01 21.1258506644150000
2012-04-01 21.3561522863420020
2012-05-01 21.5660675028423970
2012-06-01 21.9247814977115000
2012-07-01 21.6514965642189000
2012-08-01 22.2648826552128970
2012-09-01 22.4338983237280000
2012-10-01 22.4188328252858000
2012-11-01 22.6721301538146030
2012-12-01 22.8476197010786000
2013-01-01 23.9024321654261020
2013-02-01 24.0374665544546030
2013-03-01 24.5298689821344000
2013-04-01 24.3213061701365980
2013-05-01 24.4330327514414000
2013-06-01 24.5928075701844970
2013-07-01 24.2009515279611980
2013-08-01 24.5893706896105000
2013-09-01 24.9924074567403030
2013-10-01 25.1305851270930000
2013-11-01 25.3629144737364000
2013-12-01 25.4552459436939000
2014-01-01 25.7526432572758960
2014-02-01 25.6275070245569980
2014-03-01 26.2296219267299970
2014-04-01 25.9011949846330000
2014-05-01 26.0220105515253000
2014-06-01 26.0776059462558970
2014-07-01 26.0112943837967020
2014-08-01 26.3034464218566020
2014-09-01 26.2609758840763000
2014-10-01 26.5247876115535030
2014-11-01 26.6405692438763000
2014-12-01 26.6840018119422000
2015-01-01 26.6047903318719000
2015-02-01 26.7387025969123040
2015-03-01 26.6333692409772030
2015-04-01 26.9955080109897000
2015-05-01 27.2259628194126040
2015-06-01 27.3822625098868000
2015-07-01 27.5950552485933970
2015-08-01 27.6778512613471970
2015-09-01 27.8238468847466000
2015-10-01 28.3054867087596980
2015-11-01 28.4063641242538020
2015-12-01 28.6990138970139000
2016-01-01 29.0907951322296000
2016-02-01 29.3585235948977000
2016-03-01 29.9552380425546000
2016-04-01 30.2008243954432030
2016-05-01 30.5336030026855000
2016-06-01 30.6831704572400000
2016-07-01 31.1637187931074000
2016-08-01 31.5655876505610000
2016-09-01 31.8683393907310020
2016-10-01 31.8564859826899000
2016-11-01 32.0518961323188000
2016-12-01 32.6008160033155000
2017-01-01 33.0997642297354000
2017-02-01 33.4265867888898000
2017-03-01 33.8939423604203000
2017-04-01 33.5376481998283000
2017-05-01 33.5689708319907000
2017-06-01 33.9037948265328000
2017-07-01 33.8880978218233000
2017-08-01 33.8848188786916040
2017-09-01 34.0499365586299000
2017-10-01 34.1079914935323000
2017-11-01 34.3005945476505000
2017-12-01 34.7193787146463040
2018-01-01 34.4490296104123000
2018-02-01 34.6899425172338000
2018-03-01 34.8226099421559000
2018-04-01 35.2964489922356040
2018-05-01 35.6318149759841000
2018-06-01 36.0367775887919000
2018-07-01 36.2843190148259000
2018-08-01 36.5965637629447040
2018-09-01 36.9161604292224000
2018-10-01 37.4426047483851000
2018-11-01 38.0394830275512000
2018-12-01 38.6243227382979000
2019-01-01 39.2262799431519000
2019-02-01 39.6973191284251000
2019-03-01 40.3759726103655000
2019-04-01 40.6603714539466000
2019-05-01 40.9599694663101000
2019-06-01 41.0749109019070000
2019-07-01 41.1750645028019000
2019-08-01 41.5880015807834000
2019-09-01 41.8785032138620000
2019-10-01 42.4868371237752950
2019-11-01 42.6913589013875000
2019-12-01 43.1278738180147060
2020-01-01 43.6312960692557040
2020-02-01 43.7812599360627960
2020-03-01 43.6962349639318000
2020-04-01 33.7770426861993000
2020-05-01 34.7019381104651000
2020-06-01 36.5625096188092000
2020-07-01 37.2928920356637050
2020-08-01 37.6831473843328000
2020-09-01 38.4577856998424040
2020-10-01 38.8959136756499000
2020-11-01 38.5477444528106050
2020-12-01 38.2371211216204000
2021-01-01 38.3477205658282050
2021-02-01 38.7584055749820000
2021-03-01 39.1550630706177900
2021-04-01 39.3028008508521000
2021-05-01 39.3974105403486000
2021-06-01 39.6988200492395000
2021-07-01 40.0183348906777100
2021-08-01 40.1074532431916000
2021-09-01 40.1473698656957100
2021-10-01 40.7371985332439000
2021-11-01 41.1924821722574000
2021-12-01 41.6527701012606000
2022-01-01 41.1877770988366050
2022-02-01 42.0573582369841000
2022-03-01 42.3015121091269000
2022-04-01 42.7946630726669000
2022-05-01 43.4006730785722900
2022-06-01 43.2919935271117000
2022-07-01 43.8689924742479000
2022-08-01 44.4675922708607000
2022-09-01 45.0819816217937000
2022-10-01 45.5044834110016100
2022-11-01 45.9470265188141060
2022-12-01 46.6478893938241000
2023-01-01 47.2152629189060000
2023-02-01 47.8470122619985000
2023-03-01 48.2519403115207000
2023-04-01 48.5788064797745100
2023-05-01 48.6875113019415000
2023-06-01 48.7546372940493950
2023-07-01 49.0433031744358000
2023-08-01 49.3534323935475000
2023-09-01 49.5166589946679000
2023-10-01 49.7960163309532900
2023-11-01 50.1116189976703000
2023-12-01 50.5472006831108000
2024-01-01 51.1109433020307050
2024-02-01 51.3087761321447900
2024-03-01 51.7868634683523000
2024-04-01 51.9478404634362000
2024-05-01 52.2785975502736000
2024-06-01 53.4101510289767060
2024-07-01 53.4475619604760000
2024-08-01 53.7569710512457000
2024-09-01 54.0606202284631100
2024-10-01 54.2653705721690000

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