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 2024-11-01
Last Updated 2024-12-21 5:11 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 7.2289761019922810
1990-02-01 7.3728767126508705
1990-03-01 7.3150938568414600
1990-04-01 7.7224188765819690
1990-05-01 7.4975396712210000
1990-06-01 7.5351738051198600
1990-07-01 7.4764144820818790
1990-08-01 7.5687270394005500
1990-09-01 7.4529261255565190
1990-10-01 7.6368986168675010
1990-11-01 7.6118123331520590
1990-12-01 7.6688258641851700
1991-01-01 7.7400482338133700
1991-02-01 7.6812341297300900
1991-03-01 7.8173032671403000
1991-04-01 7.9196788096856100
1991-05-01 7.9946608913373490
1991-06-01 8.1211899559707000
1991-07-01 7.8714237644440400
1991-08-01 7.9745191764926600
1991-09-01 8.1391623021031500
1991-10-01 8.1464424485123100
1991-11-01 8.1108516297703000
1991-12-01 8.1578736988091800
1992-01-01 8.1542286610869000
1992-02-01 8.0991528586142600
1992-03-01 8.1177933980178500
1992-04-01 8.0119138117235000
1992-05-01 8.0071048637288400
1992-06-01 7.9160210063368610
1992-07-01 7.9334854156950590
1992-08-01 7.8525908333517190
1992-09-01 8.1495078570835100
1992-10-01 8.3666084496984290
1992-11-01 8.2168185975362200
1992-12-01 8.1602461829978900
1993-01-01 8.2776024831872100
1993-02-01 8.4144307556594100
1993-03-01 8.4172663506906100
1993-04-01 8.3047815683900590
1993-05-01 8.4159298339215400
1993-06-01 8.2818380509302200
1993-07-01 8.3936225016102300
1993-08-01 8.4477053061342100
1993-09-01 8.5778444423392000
1993-10-01 8.4809705325372100
1993-11-01 8.6273605899471290
1993-12-01 8.6713610872935500
1994-01-01 8.5942289176702200
1994-02-01 8.6158252821118890
1994-03-01 8.7199379197543010
1994-04-01 8.9001435311809000
1994-05-01 8.8190790386628600
1994-06-01 8.6442911827256000
1994-07-01 8.9413913555542790
1994-08-01 9.1433028958023700
1994-09-01 8.9325274447174300
1994-10-01 8.7905030839419900
1994-11-01 8.8406103737288910
1994-12-01 8.9920944649485500
1995-01-01 9.0083979314086500
1995-02-01 9.0154325951873010
1995-03-01 9.0166188581409500
1995-04-01 9.2043849100640520
1995-05-01 9.1104250263594380
1995-06-01 9.3868943779979300
1995-07-01 8.5778151398555000
1995-08-01 8.7140313899920800
1995-09-01 8.4950134690669300
1995-10-01 8.6008698757740300
1995-11-01 8.5714682103279500
1995-12-01 8.7369606949195300
1996-01-01 8.3815161618972190
1996-02-01 8.4959826776459700
1996-03-01 8.5093055016370090
1996-04-01 8.4135877967735090
1996-05-01 8.5026209079923700
1996-06-01 8.5949916248777900
1996-07-01 8.4138900254074010
1996-08-01 8.3953265388940000
1996-09-01 8.4355035381854600
1996-10-01 8.7227423347546300
1996-11-01 8.7146522034276100
1996-12-01 8.7830422308814200
1997-01-01 9.0568142424393400
1997-02-01 9.1906301768479000
1997-03-01 9.1905241324875390
1997-04-01 9.4329351199533900
1997-05-01 9.4639974900233810
1997-06-01 9.4553920474461700
1997-07-01 9.6524125169406100
1997-08-01 9.8131141043288100
1997-09-01 9.8634266791469490
1997-10-01 10.3647315809659000
1997-11-01 10.5827756730965990
1997-12-01 10.5572165573595000
1998-01-01 10.4140134030733020
1998-02-01 10.3727570419903010
1998-03-01 10.5741496682304000
1998-04-01 10.3405686001114000
1998-05-01 10.5214981788035000
1998-06-01 10.8355746362887000
1998-07-01 10.3763572241437000
1998-08-01 10.3958785524866000
1998-09-01 10.6605902170286980
1998-10-01 10.2135175233224000
1998-11-01 10.2439750292480000
1998-12-01 10.2180487090523010
1999-01-01 10.3767896056701000
1999-02-01 10.3530529054741990
1999-03-01 10.2646796278588000
1999-04-01 10.1290948451566000
1999-05-01 10.1158311249561000
1999-06-01 9.9976618248151300
1999-07-01 10.1253125691631000
1999-08-01 9.8424453783765510
1999-09-01 10.0335556070349000
1999-10-01 9.5477863735874990
1999-11-01 9.5847002239541190
1999-12-01 9.7517433657690700
2000-01-01 9.8673719849747200
2000-02-01 9.8309473179167400
2000-03-01 9.9779767301500900
2000-04-01 10.4009413191162000
2000-05-01 10.2375062981680000
2000-06-01 10.3149035617226000
2000-07-01 10.2829714924121000
2000-08-01 10.3951109232016000
2000-09-01 10.2034118378448000
2000-10-01 10.3821463760318000
2000-11-01 10.4382727252256000
2000-12-01 10.2628139355199010
2001-01-01 10.3919241739397000
2001-02-01 10.4260295114011980
2001-03-01 10.3982213581060990
2001-04-01 10.3863244684341000
2001-05-01 10.3760332095122000
2001-06-01 10.2123297306245000
2001-07-01 10.5636821530202000
2001-08-01 10.8442439079553000
2001-09-01 10.5824487999905000
2001-10-01 10.4768552716373000
2001-11-01 10.4432479047930010
2001-12-01 10.5451701116896980
2002-01-01 11.0469627392113030
2002-02-01 11.1236232570256990
2002-03-01 11.1304239010509020
2002-04-01 10.3912347203242000
2002-05-01 10.3253373520238010
2002-06-01 10.1011673179340990
2002-07-01 10.1673024053061000
2002-08-01 10.2052173877415000
2002-09-01 10.1521879025545000
2002-10-01 10.2554049137862000
2002-11-01 10.2290589964878010
2002-12-01 10.1987717177780990
2003-01-01 9.7921131870343800
2003-02-01 9.5356196545349900
2003-03-01 9.8503404771845700
2003-04-01 10.1184205555595010
2003-05-01 9.8600895280650800
2003-06-01 10.1745757347201000
2003-07-01 9.9738200249895200
2003-08-01 10.1827316616516000
2003-09-01 10.2261930767036980
2003-10-01 10.3451824225550000
2003-11-01 10.3031974002263010
2003-12-01 10.3573377283558020
2004-01-01 10.2477408663270000
2004-02-01 10.2538166825927000
2004-03-01 10.2717077599500000
2004-04-01 10.1508349351324000
2004-05-01 10.2784399358275990
2004-06-01 10.4365686327316000
2004-07-01 10.4646606524730000
2004-08-01 10.3800191514289000
2004-09-01 10.3993816491493010
2004-10-01 10.3440065638248000
2004-11-01 10.4873245694633000
2004-12-01 10.7316428155691000
2005-01-01 10.8763055244334000
2005-02-01 11.1769986695846980
2005-03-01 11.3871087799250000
2005-04-01 11.4848638878395000
2005-05-01 11.8703698219285980
2005-06-01 11.7755829153788020
2005-07-01 12.5257095109731010
2005-08-01 13.0842033542798020
2005-09-01 13.1724318690133000
2005-10-01 13.2917744757022000
2005-11-01 13.4093984972070000
2005-12-01 13.6338738574951980
2006-01-01 13.7183794161898010
2006-02-01 13.6889739271581980
2006-03-01 13.8940503413152000
2006-04-01 14.1190354887069010
2006-05-01 14.2359090937096000
2006-06-01 14.4056514251142000
2006-07-01 14.5177578171543000
2006-08-01 14.6172112478639010
2006-09-01 14.2699352261031990
2006-10-01 14.9059146329984990
2006-11-01 15.2069607271796980
2006-12-01 15.2455822962805990
2007-01-01 15.4017121985660000
2007-02-01 15.6879820401621010
2007-03-01 15.7831431691502000
2007-04-01 16.4206328774687000
2007-05-01 16.1807822563337000
2007-06-01 16.4170494928117000
2007-07-01 16.4581283015767000
2007-08-01 16.4709783763486000
2007-09-01 15.9820052079716000
2007-10-01 16.4890936497226000
2007-11-01 16.6737445264480000
2007-12-01 16.4364429843984000
2008-01-01 16.9911808889308000
2008-02-01 16.9653795321562000
2008-03-01 17.0648806979199000
2008-04-01 17.0856816507712000
2008-05-01 17.2413080188669030
2008-06-01 17.3841553238828000
2008-07-01 17.6615386245253030
2008-08-01 17.8410482245418000
2008-09-01 17.8903326973527000
2008-10-01 17.9385838256901020
2008-11-01 18.0215511931772000
2008-12-01 18.0018886592260000
2009-01-01 18.5810359412884000
2009-02-01 18.7551993946904000
2009-03-01 18.8482482102097000
2009-04-01 18.8543531160983980
2009-05-01 19.0072377646164000
2009-06-01 18.9438309960040000
2009-07-01 18.8768407019052000
2009-08-01 18.9059755090053980
2009-09-01 19.0920830318510000
2009-10-01 19.3892655384844000
2009-11-01 19.3760339905086030
2009-12-01 19.2488198327749000
2010-01-01 19.1705216248892000
2010-02-01 18.9314688807218980
2010-03-01 19.2299149370867000
2010-04-01 19.3253487240588980
2010-05-01 19.3943413645512000
2010-06-01 19.2116595652235000
2010-07-01 19.3897357176612000
2010-08-01 19.5710576840867000
2010-09-01 19.6858647718841020
2010-10-01 19.9443241205355000
2010-11-01 20.1316238400957000
2010-12-01 19.9983202648453000
2011-01-01 19.7503823038976020
2011-02-01 19.8338406157365000
2011-03-01 19.8217835665583020
2011-04-01 19.8917641450781030
2011-05-01 19.8850741594755000
2011-06-01 19.8412865807587000
2011-07-01 20.1842541395642000
2011-08-01 20.3129023769297000
2011-09-01 20.5990415039692000
2011-10-01 20.6234416044467000
2011-11-01 20.7993148818423000
2011-12-01 20.8624662802753030
2012-01-01 20.8329803575850000
2012-02-01 20.9268120358796030
2012-03-01 21.1258494944578000
2012-04-01 21.3561521624574000
2012-05-01 21.5660673620311020
2012-06-01 21.9247813619271000
2012-07-01 21.6514967468661970
2012-08-01 22.2648835110995000
2012-09-01 22.4338988773354020
2012-10-01 22.4188333194070000
2012-11-01 22.6721302971672000
2012-12-01 22.8476194621592000
2013-01-01 23.9024318551243980
2013-02-01 24.0374664843051000
2013-03-01 24.5298667464064980
2013-04-01 24.3213060517188030
2013-05-01 24.4330325109401050
2013-06-01 24.5928075928587000
2013-07-01 24.2009521277748970
2013-08-01 24.5893722884978950
2013-09-01 24.9924083807540000
2013-10-01 25.1305884132074000
2013-11-01 25.3629132781841000
2013-12-01 25.4552439488698000
2014-01-01 25.7526416757480000
2014-02-01 25.6275065494130000
2014-03-01 26.2296189319889000
2014-04-01 25.9011951150033000
2014-05-01 26.0220101920101040
2014-06-01 26.0776065917251000
2014-07-01 26.0112964327510030
2014-08-01 26.3034493575633000
2014-09-01 26.2609781343398000
2014-10-01 26.5247963598018000
2014-11-01 26.6405703122419980
2014-12-01 26.6839831278812000
2015-01-01 26.6047893680728000
2015-02-01 26.7387014798640000
2015-03-01 26.6333656152601000
2015-04-01 26.9955088802493000
2015-05-01 27.2259656885004000
2015-06-01 27.3822679358986000
2015-07-01 27.5950618860893000
2015-08-01 27.6778576844598020
2015-09-01 27.8238510280263000
2015-10-01 28.3054993854663980
2015-11-01 28.4063630597847000
2015-12-01 28.6989703212565000
2016-01-01 29.0907895632301000
2016-02-01 29.3585183426510000
2016-03-01 29.9552329882253000
2016-04-01 30.2008285106158030
2016-05-01 30.5336149594802000
2016-06-01 30.6831894494376000
2016-07-01 31.1637393422821000
2016-08-01 31.5656068904311020
2016-09-01 31.8683543960668000
2016-10-01 31.8565029057876000
2016-11-01 32.0518840814138000
2016-12-01 32.6007212030123000
2017-01-01 33.0997335369730000
2017-02-01 33.4265635992274000
2017-03-01 33.8939282373974960
2017-04-01 33.5376528316263000
2017-05-01 33.5690274422635000
2017-06-01 33.9038498865411000
2017-07-01 33.8881527373067000
2017-08-01 33.8848682025547000
2017-09-01 34.0499416698865000
2017-10-01 34.1080303400263000
2017-11-01 34.3006059727510000
2017-12-01 34.7191050213676960
2018-01-01 34.4489780165410000
2018-02-01 34.6899000964122000
2018-03-01 34.8225891745707000
2018-04-01 35.2964667135587000
2018-05-01 35.6319415228616000
2018-06-01 36.0368771438797900
2018-07-01 36.2844216454168000
2018-08-01 36.5966667641243000
2018-09-01 36.9161507038557060
2018-10-01 37.4426720921970000
2018-11-01 38.0395809867901100
2018-12-01 38.6239454247631000
2019-01-01 39.2258050886857960
2019-02-01 39.6973663862134960
2019-03-01 40.3759851450850040
2019-04-01 40.6603793384407060
2019-05-01 40.9601473616576000
2019-06-01 41.0750729542315000
2019-07-01 41.1752902184948940
2019-08-01 41.5882931480907000
2019-09-01 41.8786088857746040
2019-10-01 42.4870000423907040
2019-11-01 42.6914999055640000
2019-12-01 43.1272407463856000
2020-01-01 43.6300719048662000
2020-02-01 43.7812445056435000
2020-03-01 43.6962552833299000
2020-04-01 33.7771052484972000
2020-05-01 34.7021949994431000
2020-06-01 36.5628014575630000
2020-07-01 37.2933456784695000
2020-08-01 37.6837790547338000
2020-09-01 38.4582335652135000
2020-10-01 38.8961829770211050
2020-11-01 38.5476201522563000
2020-12-01 38.2360965572991060
2021-01-01 38.3454112880552960
2021-02-01 38.7578273467872950
2021-03-01 39.1550679133029000
2021-04-01 39.3034532403150000
2021-05-01 39.3987026580633000
2021-06-01 39.6991143246953940
2021-07-01 40.0195855099354960
2021-08-01 40.1086399017675000
2021-09-01 40.1484917909646060
2021-10-01 40.7385284058327950
2021-11-01 41.1903674502525000
2021-12-01 41.6501310633624000
2022-01-01 41.1834510029210000
2022-02-01 42.0552792854106000
2022-03-01 42.3014737176597040
2022-04-01 42.7969512171091040
2022-05-01 43.4041139311899000
2022-06-01 43.2924596513047000
2022-07-01 43.8706199255726050
2022-08-01 44.4682929412092000
2022-09-01 45.0828075099910000
2022-10-01 45.5068401169849040
2022-11-01 45.9507255479142000
2022-12-01 46.6422150073299950
2023-01-01 47.2068936000851000
2023-02-01 47.8419187257785050
2023-03-01 48.2509701506351000
2023-04-01 48.5826247573983900
2023-05-01 48.6933775806795000
2023-06-01 48.7547982413432950
2023-07-01 49.0448616673218000
2023-08-01 49.3526595683583000
2023-09-01 49.5163044702394000
2023-10-01 49.7993135955093000
2023-11-01 50.1286202911946000
2023-12-01 50.5374196102139000
2024-01-01 51.0981647554806000
2024-02-01 51.2998485598707960
2024-03-01 51.7841330670775050
2024-04-01 51.9523783898875100
2024-05-01 52.2861197158602000
2024-06-01 53.4100547904724000
2024-07-01 53.4481353574102940
2024-08-01 53.7537293485601100
2024-09-01 54.0579714555840950
2024-10-01 54.2685268038060000
2024-11-01 54.6945051407047000

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