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

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

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 2024-05-01
Last Updated 2024-06-26 6:31 AM CDT
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 47.345229606182900
1990-02-01 46.555462500129610
1990-03-01 46.399864872712000
1990-04-01 45.890408027754710
1990-05-01 46.074841835088210
1990-06-01 46.666487745818100
1990-07-01 46.854294504947205
1990-08-01 47.976927788063000
1990-09-01 47.000189327174400
1990-10-01 47.069182477393106
1990-11-01 47.035902132733500
1990-12-01 46.874126533579600
1991-01-01 47.055177832685600
1991-02-01 47.120277913784290
1991-03-01 47.116699019245500
1991-04-01 48.116189933844005
1991-05-01 48.368427788045395
1991-06-01 48.927148607070900
1991-07-01 47.586119262703290
1991-08-01 48.152297687143710
1991-09-01 48.158092228384400
1991-10-01 46.475245010696604
1991-11-01 47.643612908278400
1991-12-01 47.562996402779504
1992-01-01 47.580670064722900
1992-02-01 47.959292101890110
1992-03-01 47.888230828299800
1992-04-01 49.116123067838295
1992-05-01 48.774677547226400
1992-06-01 48.775813410661790
1992-07-01 48.530296008672510
1992-08-01 49.041663785008204
1992-09-01 48.400701931811200
1992-10-01 49.183156222056205
1992-11-01 49.095426146961294
1992-12-01 49.501741236308796
1993-01-01 50.311850961825400
1993-02-01 49.913495529899800
1993-03-01 50.166932361099100
1993-04-01 49.358713403551900
1993-05-01 49.322356730800100
1993-06-01 49.448181025966500
1993-07-01 50.332423999114800
1993-08-01 50.054794177164400
1993-09-01 50.484357613712400
1993-10-01 50.296364979135596
1993-11-01 50.730471594907210
1993-12-01 50.794591475586800
1994-01-01 50.841079909858400
1994-02-01 50.690192376055790
1994-03-01 50.856134705941000
1994-04-01 51.366042694844500
1994-05-01 51.372071994714300
1994-06-01 50.729756467078500
1994-07-01 51.161191656857010
1994-08-01 51.048615513755600
1994-09-01 51.655362768659710
1994-10-01 52.726999876407900
1994-11-01 51.818420562119100
1994-12-01 51.743512399297295
1995-01-01 50.471744444749696
1995-02-01 50.668711430515500
1995-03-01 50.704401685518600
1995-04-01 50.285876128107900
1995-05-01 50.563689463510600
1995-06-01 52.196754588686890
1995-07-01 53.581475206145400
1995-08-01 51.843800138843000
1995-09-01 52.992647401228800
1995-10-01 53.213059322112500
1995-11-01 53.411580120411900
1995-12-01 53.293781846519600
1996-01-01 54.435617767105704
1996-02-01 55.673959881070100
1996-03-01 55.846093694307896
1996-04-01 56.019628740240094
1996-05-01 57.552761114056700
1996-06-01 55.745213084702996
1996-07-01 54.103315904245996
1996-08-01 55.662147701656500
1996-09-01 54.978369730794200
1996-10-01 55.558455663333000
1996-11-01 55.036420017084104
1996-12-01 55.438712339622300
1997-01-01 53.774971127588900
1997-02-01 54.231244822776205
1997-03-01 54.549942273565500
1997-04-01 54.835280217162290
1997-05-01 55.361068456816700
1997-06-01 54.792651653861100
1997-07-01 54.951192259315604
1997-08-01 55.647975943720894
1997-09-01 56.525808040532596
1997-10-01 56.366859558878005
1997-11-01 56.736874445681600
1997-12-01 58.491654780199900
1998-01-01 60.733205355150900
1998-02-01 61.092356346862400
1998-03-01 61.426762417428705
1998-04-01 60.345747734762700
1998-05-01 61.476749112456105
1998-06-01 62.576491067514894
1998-07-01 63.291185041436210
1998-08-01 62.651429755194400
1998-09-01 62.290585463269610
1998-10-01 62.889033196110795
1998-11-01 63.338901283843796
1998-12-01 63.377065308402700
1999-01-01 64.710519391741100
1999-02-01 64.131620577454700
1999-03-01 64.193739979887300
1999-04-01 65.921551702906100
1999-05-01 65.053652958710200
1999-06-01 64.089905263812710
1999-07-01 64.462868119235400
1999-08-01 65.516999579446700
1999-09-01 64.869523833500990
1999-10-01 64.774724988320100
1999-11-01 64.713692171171400
1999-12-01 64.277575911791500
2000-01-01 63.783783982381000
2000-02-01 64.328399919462000
2000-03-01 63.826979652450106
2000-04-01 66.044448436093700
2000-05-01 66.364216374666000
2000-06-01 68.371245491964200
2000-07-01 68.659565184660900
2000-08-01 69.140105519022000
2000-09-01 64.022837090019900
2000-10-01 64.612345826806090
2000-11-01 64.768678066480100
2000-12-01 65.021895427416710
2001-01-01 64.426660817222700
2001-02-01 64.160957673531800
2001-03-01 64.315484664108300
2001-04-01 64.627683559950500
2001-05-01 65.108898025854900
2001-06-01 66.336778099843500
2001-07-01 68.415269535945300
2001-08-01 69.284732327624700
2001-09-01 64.949831974883210
2001-10-01 64.956472262152100
2001-11-01 64.906439923314600
2001-12-01 66.211087771919890
2002-01-01 66.164505882564710
2002-02-01 65.284006859093800
2002-03-01 64.873210400459200
2002-04-01 65.618812051356300
2002-05-01 68.343390121411500
2002-06-01 69.567647701923600
2002-07-01 71.553854753136900
2002-08-01 72.191544994820500
2002-09-01 66.704344917695600
2002-10-01 67.160765272176100
2002-11-01 67.582491693565600
2002-12-01 67.871555789801100
2003-01-01 63.075302146534900
2003-02-01 62.902798164958110
2003-03-01 63.856318415795790
2003-04-01 62.586222635495990
2003-05-01 62.062860445140200
2003-06-01 61.826064992818600
2003-07-01 61.321997617894205
2003-08-01 59.987525964248400
2003-09-01 62.960055109785300
2003-10-01 63.046235758488706
2003-11-01 63.356550480670000
2003-12-01 63.659181428830610
2004-01-01 64.915130143964390
2004-02-01 66.660806277632400
2004-03-01 66.737468705420500
2004-04-01 67.651128885975710
2004-05-01 67.974460047438300
2004-06-01 68.323824753507900
2004-07-01 66.811904968299600
2004-08-01 65.789098988057700
2004-09-01 68.483438660838390
2004-10-01 69.010464170178210
2004-11-01 68.761444584985600
2004-12-01 68.240875260165800
2005-01-01 69.522483099501000
2005-02-01 69.918924128692100
2005-03-01 69.542111056551190
2005-04-01 68.931756602956710
2005-05-01 69.894180343270110
2005-06-01 69.317263795881000
2005-07-01 69.310897842856390
2005-08-01 68.427415146083500
2005-09-01 70.628546333747000
2005-10-01 71.315069063544700
2005-11-01 73.002816895477410
2005-12-01 73.511003275778210
2006-01-01 73.305560093606600
2006-02-01 73.747992722830000
2006-03-01 73.830842268154710
2006-04-01 74.497695773917700
2006-05-01 73.513323292394400
2006-06-01 73.770033301231410
2006-07-01 72.236751353150210
2006-08-01 70.620426541178700
2006-09-01 72.795031681617200
2006-10-01 74.699522229285590
2006-11-01 75.972893310491910
2006-12-01 76.365666327000710
2007-01-01 76.098831668058600
2007-02-01 77.540305355653590
2007-03-01 78.020788680306100
2007-04-01 77.134307306307400
2007-05-01 75.919474372643900
2007-06-01 75.963121450219900
2007-07-01 75.629668644561500
2007-08-01 74.182651357370300
2007-09-01 77.051095896997080
2007-10-01 79.170678814027000
2007-11-01 78.339285653283000
2007-12-01 79.830032218205590
2008-01-01 77.375489447201000
2008-02-01 77.036122794771600
2008-03-01 77.129515657793000
2008-04-01 78.049793980041090
2008-05-01 79.828475529567800
2008-06-01 80.373342620868000
2008-07-01 81.279714882029300
2008-08-01 80.773751244357000
2008-09-01 81.086782721584300
2008-10-01 79.655600251268910
2008-11-01 79.191384614503100
2008-12-01 80.590411984227500
2009-01-01 80.972301390972300
2009-02-01 80.683590529962300
2009-03-01 80.876783830233100
2009-04-01 81.117493932594000
2009-05-01 81.619280288654500
2009-06-01 81.346385500945500
2009-07-01 80.623442474723800
2009-08-01 79.440774068716590
2009-09-01 77.132412789788500
2009-10-01 80.212429357276290
2009-11-01 80.176575265838790
2009-12-01 81.270701412676000
2010-01-01 80.542254517968090
2010-02-01 79.986880729997000
2010-03-01 80.943101532158210
2010-04-01 81.868982108749000
2010-05-01 83.314151168237200
2010-06-01 83.534505517971500
2010-07-01 83.255941687403900
2010-08-01 84.274778184111400
2010-09-01 82.736893731881200
2010-10-01 81.569637207973800
2010-11-01 81.621786927379900
2010-12-01 82.762679954290400
2011-01-01 85.505389365912700
2011-02-01 85.930517901176420
2011-03-01 86.089688226136090
2011-04-01 85.287212828833590
2011-05-01 81.716631049386100
2011-06-01 85.604721805276700
2011-07-01 87.576742113843990
2011-08-01 87.567076096853090
2011-09-01 87.452398176164500
2011-10-01 85.794563280913410
2011-11-01 85.471989389875590
2011-12-01 84.273273790739700
2012-01-01 85.170782032297300
2012-02-01 84.853755302688000
2012-03-01 85.108188230822700
2012-04-01 85.224150114948700
2012-05-01 85.597244631967600
2012-06-01 84.282774068360080
2012-07-01 82.547103388401410
2012-08-01 84.822338463126100
2012-09-01 87.250550088911100
2012-10-01 89.250082171862090
2012-11-01 88.881366718267710
2012-12-01 89.401962086923790
2013-01-01 89.000737596354100
2013-02-01 89.804258870100810
2013-03-01 90.015150019372710
2013-04-01 92.898877334753700
2013-05-01 93.821240086531900
2013-06-01 89.511288646042710
2013-07-01 91.187532423023800
2013-08-01 91.531758919007910
2013-09-01 94.163104865042710
2013-10-01 93.043441046985000
2013-11-01 92.933502256441100
2013-12-01 93.187198846366600
2014-01-01 93.145158992450600
2014-02-01 92.801739115160700
2014-03-01 93.074533182139700
2014-04-01 92.863412975030600
2014-05-01 92.191300899550300
2014-06-01 94.220348488569800
2014-07-01 94.341580391656400
2014-08-01 94.949507975639920
2014-09-01 93.828949392560500
2014-10-01 94.566803003419210
2014-11-01 94.796038379291990
2014-12-01 95.180609372551220
2015-01-01 94.715188466201500
2015-02-01 96.057181867997200
2015-03-01 95.977532333642400
2015-04-01 98.329813925747300
2015-05-01 98.182381157988700
2015-06-01 99.072793978074090
2015-07-01 101.721253607759990
2015-08-01 101.774235467402990
2015-09-01 100.664849942989010
2015-10-01 102.587445882293000
2015-11-01 102.704519861579000
2015-12-01 102.634941090716990
2016-01-01 100.612055865694000
2016-02-01 101.857364537831000
2016-03-01 102.253191823192990
2016-04-01 101.246633363209000
2016-05-01 100.734033135842990
2016-06-01 100.416493047807010
2016-07-01 101.666631098002000
2016-08-01 102.442560321644990
2016-09-01 101.602032992696990
2016-10-01 100.002065771801000
2016-11-01 99.454284479915000
2016-12-01 99.184908377720790
2017-01-01 99.759055060124100
2017-02-01 99.931534671444910
2017-03-01 99.996694840495300
2017-04-01 98.555498860340500
2017-05-01 98.916185313336300
2017-06-01 99.581428900212220
2017-07-01 99.063319841259800
2017-08-01 99.639318490726200
2017-09-01 100.084724183971000
2017-10-01 100.752232139992000
2017-11-01 100.815248861858010
2017-12-01 100.971909499547990
2018-01-01 100.819136445476000
2018-02-01 101.732896237938010
2018-03-01 101.604875715129000
2018-04-01 101.901813367523000
2018-05-01 102.249571886789000
2018-06-01 101.549397867759990
2018-07-01 101.664480745270990
2018-08-01 101.880528012709010
2018-09-01 102.104023220674990
2018-10-01 101.732817342218000
2018-11-01 102.278988814728000
2018-12-01 102.236060972392990
2019-01-01 102.572909268142000
2019-02-01 102.366458374026000
2019-03-01 103.368969492836000
2019-04-01 101.847894333472000
2019-05-01 101.256676525655990
2019-06-01 102.959109298388000
2019-07-01 100.894244697661000
2019-08-01 100.819448764360000
2019-09-01 100.264219453831000
2019-10-01 100.192424545293010
2019-11-01 100.686498153374000
2019-12-01 100.714114950955010
2020-01-01 101.188950909944990
2020-02-01 101.525617616343000
2020-03-01 101.509631074385000
2020-04-01 91.820650924663200
2020-05-01 89.673924376636400
2020-06-01 91.728152921665000
2020-07-01 90.961916123774420
2020-08-01 90.777258149115300
2020-09-01 90.347605443448600
2020-10-01 90.694419766864700
2020-11-01 90.822722078985590
2020-12-01 90.382434536427810
2021-01-01 91.098319660629780
2021-02-01 91.088342817751410
2021-03-01 91.151124088556290
2021-04-01 91.073850706583290
2021-05-01 88.674714945010410
2021-06-01 90.963458609480710
2021-07-01 91.559495293351900
2021-08-01 91.988209297490000
2021-09-01 92.004399895038700
2021-10-01 92.896021240840210
2021-11-01 92.630101561488090
2021-12-01 93.100288695018290
2022-01-01 91.470292714325600
2022-02-01 92.790381927884410
2022-03-01 92.960018886299600
2022-04-01 93.710129621335300
2022-05-01 93.640337211514700
2022-06-01 93.861774175569700
2022-07-01 93.412332131626800
2022-08-01 93.512996383278790
2022-09-01 94.033657125389410
2022-10-01 93.072177232194500
2022-11-01 93.359660854683400
2022-12-01 93.165870916877600
2023-01-01 93.615638872403610
2023-02-01 93.409369231002400
2023-03-01 93.933400459495900
2023-04-01 93.124051186428800
2023-05-01 93.810217134236800
2023-06-01 95.557233944221990
2023-07-01 93.683656277407400
2023-08-01 93.497883340429000
2023-09-01 93.289607710875490
2023-10-01 92.964569501810700
2023-11-01 92.471504324461210
2023-12-01 94.163279487623710
2024-01-01 92.980055813397780
2024-02-01 92.873424383068300
2024-03-01 92.387477647711600
2024-04-01 92.222221662060590
2024-05-01 94.170130961702810

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