Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Education and Health Services in Washington-Arlington-Alexandria, DC-VA-MD-WV (MSA)
Series ID WASH911EDUH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-08-01
Last Updated 2024-09-21 4:55 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
1990-01-01 191.62480043769600
1990-02-01 191.06077937173802
1990-03-01 191.86890727817600
1990-04-01 190.63227796615700
1990-05-01 191.43099208969699
1990-06-01 193.36873970548902
1990-07-01 193.50805648186600
1990-08-01 195.78859382395902
1990-09-01 194.98320961672198
1990-10-01 195.41115345612300
1990-11-01 196.05343208199199
1990-12-01 195.97613897523600
1991-01-01 197.48958147088600
1991-02-01 197.94675371544800
1991-03-01 197.67192818337298
1991-04-01 199.36595501781397
1991-05-01 200.43333026826300
1991-06-01 201.40357468708697
1991-07-01 199.63797618400298
1991-08-01 201.59400464721900
1991-09-01 202.02029135959899
1991-10-01 200.86986861964002
1991-11-01 202.18772176759202
1991-12-01 202.58457112204100
1992-01-01 202.82437671210000
1992-02-01 203.32216067348900
1992-03-01 203.57630789823898
1992-04-01 205.43044285241800
1992-05-01 205.87771484718200
1992-06-01 205.19526712002200
1992-07-01 205.66738321729700
1992-08-01 206.55580041857300
1992-09-01 205.84159751339200
1992-10-01 207.78428127504299
1992-11-01 206.81408333615200
1992-12-01 207.91865286928200
1993-01-01 210.59940645786202
1993-02-01 209.69102932732798
1993-03-01 210.00181039779800
1993-04-01 209.42847861492200
1993-05-01 209.61468508797200
1993-06-01 210.21404664811200
1993-07-01 211.22261899605098
1993-08-01 211.31991764624598
1993-09-01 212.30946749997398
1993-10-01 212.23016064946302
1993-11-01 213.55637889612998
1993-12-01 213.62883989594798
1994-01-01 214.17317457576303
1994-02-01 213.52570138569500
1994-03-01 214.27671754459800
1994-04-01 214.76779491626900
1994-05-01 215.19891809428800
1994-06-01 214.99848772478902
1994-07-01 215.92953082056400
1994-08-01 216.44519178547800
1994-09-01 218.01880908884200
1994-10-01 220.56266343742200
1994-11-01 220.14975379281600
1994-12-01 220.24435402123200
1995-01-01 218.62393199656800
1995-02-01 219.28516274899400
1995-03-01 219.71809493001598
1995-04-01 219.94125618554400
1995-05-01 220.54567836680800
1995-06-01 222.73903667539298
1995-07-01 223.58701745101200
1995-08-01 222.07780915869400
1995-09-01 224.13293009998800
1995-10-01 224.31519083149502
1995-11-01 224.39267420985100
1995-12-01 224.37161249803700
1996-01-01 226.09164396812100
1996-02-01 228.81448116385400
1996-03-01 229.63984619503300
1996-04-01 230.22451738406200
1996-05-01 232.21647801613100
1996-06-01 231.00928104613800
1996-07-01 229.30273272292598
1996-08-01 231.42664612681800
1996-09-01 231.86292866806800
1996-10-01 232.90477845326500
1996-11-01 233.19350202988100
1996-12-01 234.30859347810798
1997-01-01 234.79284723233200
1997-02-01 235.99090403810000
1997-03-01 237.24627501447398
1997-04-01 238.20344037230203
1997-05-01 239.36263480329900
1997-06-01 239.53119538523498
1997-07-01 241.19376177031398
1997-08-01 243.23696626546902
1997-09-01 244.89341536513803
1997-10-01 244.40144421297700
1997-11-01 245.59765720038400
1997-12-01 247.92428115778900
1998-01-01 249.07801696981700
1998-02-01 250.53569080866800
1998-03-01 251.17142007661700
1998-04-01 251.11854193901797
1998-05-01 253.11797822601700
1998-06-01 254.22279380982400
1998-07-01 255.85810976357800
1998-08-01 255.84682734910498
1998-09-01 256.23881360411000
1998-10-01 258.01363761075300
1998-11-01 259.30879707418200
1998-12-01 259.80205739767797
1999-01-01 261.69857602480100
1999-02-01 260.56919895202200
1999-03-01 259.54774153752800
1999-04-01 262.94529266671100
1999-05-01 262.94900687054900
1999-06-01 262.70146080541600
1999-07-01 263.13843642712600
1999-08-01 266.10398271767400
1999-09-01 266.72279440306596
1999-10-01 267.92510894462396
1999-11-01 269.05585218611000
1999-12-01 269.29777180538200
2000-01-01 269.28021336773300
2000-02-01 271.15046710791000
2000-03-01 271.70611359460900
2000-04-01 274.95062438070704
2000-05-01 275.48761378737200
2000-06-01 278.36413415970003
2000-07-01 280.51762439785000
2000-08-01 283.62578473439900
2000-09-01 279.72482743058000
2000-10-01 280.33286402464597
2000-11-01 281.63419702703500
2000-12-01 281.52315435779700
2001-01-01 280.03639574127000
2001-02-01 281.08744611274900
2001-03-01 281.44292230077900
2001-04-01 282.00110079994596
2001-05-01 282.86721245615600
2001-06-01 285.11459569675700
2001-07-01 288.50686422064700
2001-08-01 291.65233419674700
2001-09-01 288.49605050926897
2001-10-01 289.84214430711900
2001-11-01 290.08264456904703
2001-12-01 292.43529895972700
2002-01-01 293.70741268668200
2002-02-01 293.29950163019197
2002-03-01 292.01802314564100
2002-04-01 293.14193724064000
2002-05-01 296.71836784072497
2002-06-01 297.90539887719000
2002-07-01 300.23823746000800
2002-08-01 304.15150747469900
2002-09-01 300.03081315597800
2002-10-01 300.99503515753800
2002-11-01 301.76502652981400
2002-12-01 302.44820014705200
2003-01-01 296.34579694397600
2003-02-01 295.01373896300800
2003-03-01 296.17176149370300
2003-04-01 295.04720175251100
2003-05-01 295.37422426745200
2003-06-01 295.63201089338503
2003-07-01 294.73619999252600
2003-08-01 295.99587633151800
2003-09-01 297.48280699398800
2003-10-01 296.45771863616903
2003-11-01 296.46353867676800
2003-12-01 297.04977280243800
2004-01-01 299.08080005948900
2004-02-01 301.15540691245100
2004-03-01 302.23026806792000
2004-04-01 303.12483392656900
2004-05-01 303.66870976084704
2004-06-01 303.55082875190300
2004-07-01 302.95852863731800
2004-08-01 303.71023040843600
2004-09-01 305.11070407222400
2004-10-01 307.22452998301400
2004-11-01 307.06109624787604
2004-12-01 307.07823028388003
2005-01-01 307.97635847390000
2005-02-01 309.00156424839804
2005-03-01 308.47529915933400
2005-04-01 309.22262333809000
2005-05-01 310.17565250625900
2005-06-01 309.88134007944700
2005-07-01 309.65198356093300
2005-08-01 311.09075538576000
2005-09-01 312.88737870408500
2005-10-01 312.85449371525000
2005-11-01 315.34392870224100
2005-12-01 315.79137675083400
2006-01-01 315.79901008745700
2006-02-01 317.38270391206800
2006-03-01 318.77199357016600
2006-04-01 319.11391925168800
2006-05-01 318.62154517161200
2006-06-01 320.05537069967000
2006-07-01 320.04539967938400
2006-08-01 321.10111060707700
2006-09-01 322.57402157081800
2006-10-01 324.88686882274504
2006-11-01 326.64798736586397
2006-12-01 328.14870678009100
2007-01-01 329.45011030454400
2007-02-01 330.82354947254396
2007-03-01 332.97331283507600
2007-04-01 331.35992063641703
2007-05-01 331.08745423675900
2007-06-01 331.96494766410900
2007-07-01 331.81759983642900
2007-08-01 332.52520645360700
2007-09-01 334.16450815912300
2007-10-01 337.53570763737997
2007-11-01 337.39381149633400
2007-12-01 339.11216981535597
2008-01-01 336.74537608819196
2008-02-01 337.44115800338700
2008-03-01 338.64667426221000
2008-04-01 340.14527648506800
2008-05-01 343.21847787932000
2008-06-01 343.81517085143900
2008-07-01 345.84922670582296
2008-08-01 347.01462296753306
2008-09-01 347.03994989156700
2008-10-01 346.78230542590796
2008-11-01 347.03367092616200
2008-12-01 349.11387675253700
2009-01-01 350.40882184979400
2009-02-01 350.94134419673000
2009-03-01 352.05023027065500
2009-04-01 352.59670631370100
2009-05-01 354.66609198542800
2009-06-01 355.56933441998706
2009-07-01 355.45066987474800
2009-08-01 355.38940432127600
2009-09-01 352.40727791566496
2009-10-01 357.77202049910596
2009-11-01 358.58472971854800
2009-12-01 359.75139446043600
2010-01-01 358.94955490859600
2010-02-01 354.76277011639700
2010-03-01 359.86306131136000
2010-04-01 362.88027194179200
2010-05-01 365.53078032356694
2010-06-01 365.23547490908000
2010-07-01 365.90792351885100
2010-08-01 366.60450841909600
2010-09-01 365.36386614602000
2010-10-01 364.49833281868894
2010-11-01 365.53620819584296
2010-12-01 366.78926228713800
2011-01-01 370.90490776183196
2011-02-01 370.90941214091697
2011-03-01 372.32253362659696
2011-04-01 373.59178596563900
2011-05-01 370.40948309594100
2011-06-01 373.83180392210000
2011-07-01 378.29863826371200
2011-08-01 377.78751396166900
2011-09-01 378.76517945353800
2011-10-01 378.06086767831300
2011-11-01 378.24229239179704
2011-12-01 377.71467282595600
2012-01-01 379.01212280285500
2012-02-01 379.32926449331103
2012-03-01 380.24443523876100
2012-04-01 379.65149398574800
2012-05-01 380.94003151827400
2012-06-01 380.40154872977600
2012-07-01 380.52653021027800
2012-08-01 382.72286270197700
2012-09-01 385.79683249189200
2012-10-01 387.66628785051200
2012-11-01 387.70516800673900
2012-12-01 388.87468674761100
2013-01-01 388.90068661914904
2013-02-01 390.29491692785600
2013-03-01 391.45884224952900
2013-04-01 392.61698868495100
2013-05-01 393.86617261317300
2013-06-01 389.32228191698600
2013-07-01 393.32127149734396
2013-08-01 393.28184664093004
2013-09-01 396.52209409115403
2013-10-01 395.02299166061300
2013-11-01 395.98695308188200
2013-12-01 396.09444053784205
2014-01-01 396.13295038467203
2014-02-01 396.26856251377100
2014-03-01 397.36814607668900
2014-04-01 397.87813137141603
2014-05-01 398.17783538472100
2014-06-01 400.78471877285597
2014-07-01 400.66998673895404
2014-08-01 402.22341598015300
2014-09-01 401.38944660168295
2014-10-01 401.54591842501700
2014-11-01 402.53297471304100
2014-12-01 403.81543770289300
2015-01-01 404.74399933716796
2015-02-01 406.61328468282300
2015-03-01 405.52749734715200
2015-04-01 409.27135717394400
2015-05-01 409.91528970888000
2015-06-01 411.51717877861900
2015-07-01 415.94986903369204
2015-08-01 416.30205002050303
2015-09-01 415.98681804132895
2015-10-01 421.13582718711194
2015-11-01 422.15477592042396
2015-12-01 423.11248820361396
2016-01-01 420.95666647164400
2016-02-01 422.98067113826700
2016-03-01 423.62263828407305
2016-04-01 425.52935154117995
2016-05-01 425.12822597153100
2016-06-01 423.13811992775004
2016-07-01 426.81141790395500
2016-08-01 428.04379244229403
2016-09-01 426.54785255850000
2016-10-01 426.11833137088100
2016-11-01 426.84798835998004
2016-12-01 426.73950442529997
2017-01-01 427.46359637040700
2017-02-01 429.08012759075206
2017-03-01 430.22071576967400
2017-04-01 428.86546265303100
2017-05-01 430.37307938085604
2017-06-01 432.02419717681000
2017-07-01 432.87916897688300
2017-08-01 433.19602364764400
2017-09-01 433.85114571387100
2017-10-01 435.57519890586900
2017-11-01 435.41287486272500
2017-12-01 436.66959645626800
2018-01-01 437.70360932055297
2018-02-01 439.91166032396796
2018-03-01 440.17711605241500
2018-04-01 441.98472901005897
2018-05-01 442.68912544347000
2018-06-01 443.49217209881800
2018-07-01 443.18521487954400
2018-08-01 443.87002870565900
2018-09-01 444.03155303406305
2018-10-01 445.31408243341303
2018-11-01 446.14519535743700
2018-12-01 446.31971617970595
2019-01-01 447.50985567962500
2019-02-01 448.04537520348700
2019-03-01 450.21380506030700
2019-04-01 449.08697278247297
2019-05-01 448.75451997888900
2019-06-01 452.25705478348800
2019-07-01 449.01886144797896
2019-08-01 449.13990605524500
2019-09-01 449.76603803210800
2019-10-01 448.79281459219396
2019-11-01 450.65057456947096
2019-12-01 450.97859699491204
2020-01-01 453.28157981396600
2020-02-01 455.07380584603500
2020-03-01 453.05922319124600
2020-04-01 396.14496008242304
2020-05-01 397.77836206646400
2020-06-01 408.26521445742696
2020-07-01 409.62150688712100
2020-08-01 413.63850667654300
2020-09-01 415.79609309948500
2020-10-01 418.50343751567900
2020-11-01 419.41615902512000
2020-12-01 420.23806082209603
2021-01-01 420.99899050147695
2021-02-01 422.39956690655900
2021-03-01 424.22796767018100
2021-04-01 424.87477745117700
2021-05-01 422.43364169038000
2021-06-01 425.39731258455300
2021-07-01 427.99866139233300
2021-08-01 428.55592484792396
2021-09-01 427.18174638369300
2021-10-01 430.46504670349503
2021-11-01 431.79576255927003
2021-12-01 432.59242581123704
2022-01-01 429.74214402937895
2022-02-01 433.32638122511200
2022-03-01 433.74871323856695
2022-04-01 437.52392287031900
2022-05-01 437.67825797064100
2022-06-01 437.47190483899700
2022-07-01 439.19493373638704
2022-08-01 439.87137978932800
2022-09-01 441.35105117468500
2022-10-01 441.24981410204500
2022-11-01 442.57678908244300
2022-12-01 442.96065916862600
2023-01-01 448.48477503111500
2023-02-01 449.05036198151004
2023-03-01 451.06867599593700
2023-04-01 451.77751254973100
2023-05-01 453.76818013716695
2023-06-01 458.11570656505995
2023-07-01 458.44985143324400
2023-08-01 458.13500165441900
2023-09-01 459.15708219176804
2023-10-01 459.35546476211306
2023-11-01 459.64160069371104
2023-12-01 462.10001914730003
2024-01-01 461.99216917613603
2024-02-01 462.83286537512700
2024-03-01 463.41775740881104
2024-04-01 463.82875045185500
2024-05-01 465.64703992834000
2024-06-01 467.36663088137000
2024-07-01 465.07586530126406
2024-08-01 468.29517459995003

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