Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Washington-Arlington-Alexandria, DC-VA-MD-WV (MD)

Title All Employees: Education and Health Services: Private Educational Services in Washington-Arlington-Alexandria, DC-VA-MD-WV (MD)
Series ID SMU11478946561000001SA
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 6:47 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 47.290320335707800
1990-02-01 46.582429221557600
1990-03-01 46.484090521341200
1990-04-01 45.719528914206705
1990-05-01 45.878954523952100
1990-06-01 46.599203834263804
1990-07-01 46.976700880748700
1990-08-01 47.961554870625896
1990-09-01 46.965062013845504
1990-10-01 47.056683073554204
1990-11-01 47.090996033473800
1990-12-01 46.980443433861500
1991-01-01 47.052931971122895
1991-02-01 47.125990017057300
1991-03-01 47.183858149527204
1991-04-01 47.984775743261500
1991-05-01 48.229403529107900
1991-06-01 48.817072334709300
1991-07-01 47.699557255870890
1991-08-01 48.126583227328204
1991-09-01 48.185610918270800
1991-10-01 46.452351372977894
1991-11-01 47.720155962722100
1991-12-01 47.651876013165800
1992-01-01 47.551613748441500
1992-02-01 47.928622034458996
1992-03-01 47.894658970763295
1992-04-01 48.978310367837800
1992-05-01 48.666242991682900
1992-06-01 48.822917092147100
1992-07-01 48.615220678425100
1992-08-01 49.012488491072900
1992-09-01 48.495081516156205
1992-10-01 49.209625650492790
1992-11-01 49.131620762215010
1992-12-01 49.482267251217000
1993-01-01 50.212593297855500
1993-02-01 49.919617667839100
1993-03-01 50.123965283931106
1993-04-01 49.318107788248300
1993-05-01 49.341408731398204
1993-06-01 49.566503837786506
1993-07-01 50.300963837730510
1993-08-01 50.117073051553405
1993-09-01 50.458445630428900
1993-10-01 50.344922189057506
1993-11-01 50.690718983915794
1993-12-01 50.767436677922710
1994-01-01 50.793323994731000
1994-02-01 50.660606610262000
1994-03-01 50.790098034578705
1994-04-01 51.395263013720600
1994-05-01 51.463660926306000
1994-06-01 50.811483781916800
1994-07-01 51.167006630033505
1994-08-01 51.204218199800610
1994-09-01 51.620041602538800
1994-10-01 52.712770034849900
1994-11-01 51.703466992534400
1994-12-01 51.646976519376100
1995-01-01 50.646286292932200
1995-02-01 50.601573145950900
1995-03-01 50.574586378263700
1995-04-01 50.232893929051290
1995-05-01 50.603495736746800
1995-06-01 52.150392596706396
1995-07-01 53.596051916205100
1995-08-01 52.077955000904000
1995-09-01 52.922895206118405
1995-10-01 53.200280177099510
1995-11-01 53.350547702782400
1995-12-01 53.338615277898704
1996-01-01 54.569068036913606
1996-02-01 55.576318155271590
1996-03-01 55.779492281580104
1996-04-01 56.047561787938605
1996-05-01 57.550733570854100
1996-06-01 55.639256099629606
1996-07-01 54.239121398103800
1996-08-01 55.725873543622600
1996-09-01 55.119506532191400
1996-10-01 55.613821804832000
1996-11-01 54.994772791186400
1996-12-01 55.412105247312695
1997-01-01 53.834693887928710
1997-02-01 54.032174480188296
1997-03-01 54.310610724777206
1997-04-01 54.781541365158300
1997-05-01 55.255538432004700
1997-06-01 54.939299272463800
1997-07-01 55.169536688947495
1997-08-01 55.855548345200994
1997-09-01 56.631928882602610
1997-10-01 56.523895541119200
1997-11-01 56.655458134912500
1997-12-01 58.618973550966100
1998-01-01 60.456542763565000
1998-02-01 61.005205597698400
1998-03-01 61.335369145243504
1998-04-01 60.445181143508300
1998-05-01 61.466578505276600
1998-06-01 62.534152957292996
1998-07-01 63.072817827187606
1998-08-01 62.484960469436800
1998-09-01 62.453821603010205
1998-10-01 63.036511796950800
1998-11-01 63.310401207179005
1998-12-01 63.523771746883604
1999-01-01 64.469071090424010
1999-02-01 64.226706836887800
1999-03-01 64.223089412583600
1999-04-01 66.080848491027400
1999-05-01 65.119429948008390
1999-06-01 64.128310675580400
1999-07-01 64.365668008126290
1999-08-01 65.263834817853300
1999-09-01 64.786708089634800
1999-10-01 64.740453319262200
1999-11-01 64.623020273124600
1999-12-01 64.325504681457100
2000-01-01 63.794285656617205
2000-02-01 64.513160307695000
2000-03-01 63.844708798485700
2000-04-01 66.200715308785800
2000-05-01 66.579719107557790
2000-06-01 68.193151668410510
2000-07-01 68.268582283690210
2000-08-01 68.821103221085700
2000-09-01 63.818490753354794
2000-10-01 64.390907445252400
2000-11-01 64.653524125578400
2000-12-01 64.842431836819100
2001-01-01 64.498390729781500
2001-02-01 64.461072101440410
2001-03-01 64.288034344353890
2001-04-01 64.733265543881800
2001-05-01 65.337173470046990
2001-06-01 66.389209520936790
2001-07-01 68.012306015069300
2001-08-01 69.225671569214200
2001-09-01 64.541930635465010
2001-10-01 64.778144795255200
2001-11-01 64.891104574763300
2001-12-01 66.041952544421900
2002-01-01 66.147446532177800
2002-02-01 65.509326372482300
2002-03-01 64.671889750935490
2002-04-01 65.656013860037900
2002-05-01 68.492220185961700
2002-06-01 69.382559720425700
2002-07-01 70.967258389692790
2002-08-01 72.343728509945410
2002-09-01 66.392200898894800
2002-10-01 67.062789213603300
2002-11-01 67.708251086705100
2002-12-01 67.972169275439100
2003-01-01 62.952893021383600
2003-02-01 62.676727195477700
2003-03-01 63.299929471092504
2003-04-01 62.308137617533290
2003-05-01 61.989296640821294
2003-06-01 62.083476564770606
2003-07-01 62.053449807991290
2003-08-01 61.886267889308904
2003-09-01 62.684200944756604
2003-10-01 62.796008507846790
2003-11-01 63.189194119170890
2003-12-01 63.705611649645300
2004-01-01 64.724325806960000
2004-02-01 66.190954927014400
2004-03-01 66.267528595579990
2004-04-01 67.315737914518500
2004-05-01 67.679701107538210
2004-06-01 68.156049087733410
2004-07-01 67.434513538605900
2004-08-01 67.694195702690500
2004-09-01 68.505538166058500
2004-10-01 68.957361945061790
2004-11-01 68.602272292175290
2004-12-01 68.263002502223400
2005-01-01 69.250430014124790
2005-02-01 69.308486514135710
2005-03-01 69.079815668987210
2005-04-01 68.536759360638700
2005-05-01 69.634841212450400
2005-06-01 69.326851710349600
2005-07-01 70.028454581680400
2005-08-01 70.327090499142200
2005-09-01 70.816318673451010
2005-10-01 71.283872464620420
2005-11-01 72.649835497411400
2005-12-01 73.285416205787600
2006-01-01 73.134851672961700
2006-02-01 73.388436106439700
2006-03-01 73.697487605414800
2006-04-01 74.225198418895900
2006-05-01 73.414417927884500
2006-06-01 73.695389219408300
2006-07-01 72.850659463310410
2006-08-01 72.176308905427700
2006-09-01 73.008707036786090
2006-10-01 74.705413041147600
2006-11-01 75.627861261097300
2006-12-01 76.098711593115800
2007-01-01 76.020394624361090
2007-02-01 77.365110522821210
2007-03-01 78.017068151103200
2007-04-01 77.031844170889400
2007-05-01 75.947717171975910
2007-06-01 76.003020821375200
2007-07-01 75.947555672099300
2007-08-01 75.195893002102300
2007-09-01 76.997821281582700
2007-10-01 79.222565265362900
2007-11-01 78.143166084757080
2007-12-01 79.588440558011800
2008-01-01 77.378465507780290
2008-02-01 77.106390426276400
2008-03-01 77.314407229328600
2008-04-01 78.014328363943590
2008-05-01 79.630700976468000
2008-06-01 80.051773100300710
2008-07-01 80.929662755367590
2008-08-01 80.950979932638290
2008-09-01 80.923727165236300
2008-10-01 79.885937786729910
2008-11-01 79.356301187573500
2008-12-01 80.453271555804200
2009-01-01 80.883968330356800
2009-02-01 80.841877796089100
2009-03-01 81.093788998174000
2009-04-01 81.225569432516600
2009-05-01 81.353510318461000
2009-06-01 81.057679102585500
2009-07-01 80.417876221144000
2009-08-01 79.732227264632200
2009-09-01 76.928619095542910
2009-10-01 80.535521922741100
2009-11-01 80.365929544174590
2009-12-01 81.240775947437710
2010-01-01 80.390214030113600
2010-02-01 80.109480570118900
2010-03-01 81.014710459034700
2010-04-01 81.943145582280210
2010-05-01 83.058284124758300
2010-06-01 83.315755949289500
2010-07-01 82.899300542674410
2010-08-01 84.065627878428800
2010-09-01 82.580702131827410
2010-10-01 82.025299602065200
2010-11-01 81.708391597246590
2010-12-01 82.991862373359910
2011-01-01 85.367710453966100
2011-02-01 85.942119619561200
2011-03-01 85.988781442450090
2011-04-01 85.396539763057300
2011-05-01 81.672988464291300
2011-06-01 85.804080519668900
2011-07-01 87.039124267890700
2011-08-01 87.244863194624600
2011-09-01 87.166482564912090
2011-10-01 86.079595341298000
2011-11-01 85.389428589448600
2011-12-01 84.510440763605600
2012-01-01 85.153757996179800
2012-02-01 84.941595050222090
2012-03-01 84.926979915261000
2012-04-01 85.215111245745090
2012-05-01 85.629944009160500
2012-06-01 84.797619888247200
2012-07-01 82.619043287630920
2012-08-01 85.024036567905600
2012-09-01 86.895181537652000
2012-10-01 89.409588284575700
2012-11-01 88.716079568747900
2012-12-01 89.465133175656200
2013-01-01 89.204164705664500
2013-02-01 90.075260170648100
2013-03-01 89.997872171299300
2013-04-01 93.057474334169710
2013-05-01 94.024417894024200
2013-06-01 89.771328447584990
2013-07-01 90.720967634843720
2013-08-01 91.319024272778790
2013-09-01 94.137204159696010
2013-10-01 92.982398598854500
2013-11-01 92.799216977523000
2013-12-01 93.103714091620900
2014-01-01 93.445319992765290
2014-02-01 93.181982551502800
2014-03-01 93.154226461812400
2014-04-01 92.917663495921090
2014-05-01 92.610059176594700
2014-06-01 94.136971290109000
2014-07-01 93.755571547700000
2014-08-01 94.466494301436400
2014-09-01 93.987467659981010
2014-10-01 94.463310935344300
2014-11-01 94.688663091120920
2014-12-01 95.149506212772200
2015-01-01 95.001987295200590
2015-02-01 96.288193288566800
2015-03-01 96.021058524109300
2015-04-01 98.525047578895400
2015-05-01 98.633255561063300
2015-06-01 98.839802483934490
2015-07-01 100.787318265962010
2015-08-01 100.954338796340010
2015-09-01 100.921019499711000
2015-10-01 102.696412473762000
2015-11-01 102.962028158841990
2015-12-01 102.821760170716000
2016-01-01 100.803042388549000
2016-02-01 102.087761984346000
2016-03-01 102.267880986043000
2016-04-01 101.578354481014000
2016-05-01 101.036802790552000
2016-06-01 100.164836191761000
2016-07-01 101.147058270819000
2016-08-01 101.896542771777990
2016-09-01 101.582176650862010
2016-10-01 100.010310884792000
2016-11-01 99.554166761490990
2016-12-01 99.394427983870500
2017-01-01 99.896219398242900
2017-02-01 99.897602527874410
2017-03-01 99.871929710045590
2017-04-01 98.698532283772000
2017-05-01 99.071798722487910
2017-06-01 99.368503738876800
2017-07-01 99.104498504059080
2017-08-01 99.550355891331700
2017-09-01 100.005174734407000
2017-10-01 100.777803457156000
2017-11-01 100.899715887651000
2017-12-01 101.127560372470000
2018-01-01 100.934577710356010
2018-02-01 101.715165568537000
2018-03-01 101.602028221247010
2018-04-01 102.100575805893000
2018-05-01 102.199999954148990
2018-06-01 101.132212678241000
2018-07-01 101.628335472519000
2018-08-01 101.721416931732010
2018-09-01 102.094044464799990
2018-10-01 101.964475603722990
2018-11-01 102.406154558204990
2018-12-01 102.373911667974000
2019-01-01 102.602437645991000
2019-02-01 102.362584698932000
2019-03-01 103.509939024475000
2019-04-01 101.997877762255000
2019-05-01 101.261442271052000
2019-06-01 102.396612658395000
2019-07-01 100.770989667361000
2019-08-01 100.662795279797990
2019-09-01 100.472622542357000
2019-10-01 100.356277146396010
2019-11-01 100.752534697362010
2019-12-01 100.777615274648000
2020-01-01 101.193939751469000
2020-02-01 101.598831118078000
2020-03-01 101.678593258845000
2020-04-01 91.580881499676400
2020-05-01 89.929899709095210
2020-06-01 91.749648606706200
2020-07-01 91.342836542584210
2020-08-01 91.089865413897910
2020-09-01 90.477856590961710
2020-10-01 90.608341902992800
2020-11-01 90.618828104610600
2020-12-01 90.459890079265290
2021-01-01 90.955887190891910
2021-02-01 90.891746181119290
2021-03-01 90.973247590684410
2021-04-01 90.899143819429100
2021-05-01 88.927794733888590
2021-06-01 90.883584535308910
2021-07-01 91.807903025123010
2021-08-01 92.148474488237500
2021-09-01 92.123401534202190
2021-10-01 92.882990872703500
2021-11-01 92.611846223721300
2021-12-01 93.136504847195000
2022-01-01 91.413895362043800
2022-02-01 92.790704486939500
2022-03-01 92.934354323987200
2022-04-01 93.605253176618700
2022-05-01 93.681066625039590
2022-06-01 93.324096482934400
2022-07-01 93.587824865595700
2022-08-01 93.678341907157400
2022-09-01 94.056671844462700
2022-10-01 93.278907645157420
2022-11-01 93.475394529796200
2022-12-01 93.209993168361100
2023-01-01 93.561547232717000
2023-02-01 93.430969140377500
2023-03-01 93.876465244446200
2023-04-01 93.057947087392900
2023-05-01 93.833245420046990
2023-06-01 94.462660297139420
2023-07-01 93.945455404285910
2023-08-01 93.877443834738900
2023-09-01 93.333017097819700
2023-10-01 93.316294555445410
2023-11-01 92.655468015141410
2023-12-01 94.148328167606000
2024-01-01 92.910039201923410
2024-02-01 92.793053520209300
2024-03-01 92.276394520924580
2024-04-01 92.124388010487700
2024-05-01 92.277316785496710
2024-06-01 91.948696266152500
2024-07-01 90.963104840138400
2024-08-01 89.755832241923300
2024-09-01 90.555988197916100
2024-10-01 90.085215122452600

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