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 (MD)

Title All Employees: Education and Health Services: Private Education and Health Services in Washington-Arlington-Alexandria, DC-VA-MD-WV (MD)
Series ID SMU11478946500000001SA
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 2024-12-01
Last Updated 2025-01-29 6:10 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
1990-01-01 152.82170898172500
1990-02-01 152.06205045297100
1990-03-01 152.39081659836700
1990-04-01 151.39493856116300
1990-05-01 152.17496106585100
1990-06-01 153.91844625777000
1990-07-01 153.75995543805700
1990-08-01 155.67504944232002
1990-09-01 155.09222549377200
1990-10-01 155.31152631139202
1990-11-01 155.64619563143500
1990-12-01 155.66747537910800
1991-01-01 156.87209379821698
1991-02-01 157.04002524509700
1991-03-01 156.99725931270300
1991-04-01 158.44582072149500
1991-05-01 159.39946923588600
1991-06-01 160.57759721093500
1991-07-01 158.45366333159100
1991-08-01 159.81855978919300
1991-09-01 160.11160396759502
1991-10-01 158.88707653266700
1991-11-01 160.51798401928200
1991-12-01 160.72164194264700
1992-01-01 160.69542318564500
1992-02-01 161.20464422474300
1992-03-01 161.20713761658800
1992-04-01 162.63488163492000
1992-05-01 162.76229743189200
1992-06-01 162.56311033398000
1992-07-01 162.05032133980401
1992-08-01 162.78210275190300
1992-09-01 162.00043589832900
1992-10-01 163.42172517774800
1992-11-01 162.97330514408600
1992-12-01 163.74215424355600
1993-01-01 165.92857351977400
1993-02-01 164.86720936672000
1993-03-01 165.16098483150500
1993-04-01 164.48829424534100
1993-05-01 164.60953869630399
1993-06-01 165.06743897848300
1993-07-01 166.02166756424700
1993-08-01 165.82146771363400
1993-09-01 166.71213867639202
1993-10-01 166.30172906744400
1993-11-01 167.40057173777400
1993-12-01 167.60981330407100
1994-01-01 168.38853842680800
1994-02-01 168.03045921190800
1994-03-01 168.68558707216100
1994-04-01 169.06108639539602
1994-05-01 169.38095291258200
1994-06-01 169.19083667368900
1994-07-01 170.36895456153800
1994-08-01 170.42118520771800
1994-09-01 171.58976700058400
1994-10-01 173.62359461767300
1994-11-01 172.53287937782503
1994-12-01 172.66369344499300
1995-01-01 171.73301941132700
1995-02-01 172.03065632618402
1995-03-01 172.11947359610198
1995-04-01 172.55984828801900
1995-05-01 172.72843297960603
1995-06-01 174.76645755953200
1995-07-01 176.05737170867297
1995-08-01 174.31921294690702
1995-09-01 176.06906418758498
1995-10-01 176.18220458066102
1995-11-01 176.10019404075300
1995-12-01 176.16450441699502
1996-01-01 177.20670125288500
1996-02-01 179.01164542103500
1996-03-01 179.85005013790200
1996-04-01 179.64414699559100
1996-05-01 181.60115189088900
1996-06-01 180.06020878232800
1996-07-01 178.38503349243697
1996-08-01 180.45232432768900
1996-09-01 180.67177784506302
1996-10-01 181.97566959142398
1996-11-01 182.15228889160198
1996-12-01 182.90862122443600
1997-01-01 182.48528285413897
1997-02-01 183.53280760608300
1997-03-01 184.44201745204103
1997-04-01 185.12818996738997
1997-05-01 186.13929103063802
1997-06-01 186.15008517547900
1997-07-01 187.81899386937400
1997-08-01 189.72424038882800
1997-09-01 191.32698563577500
1997-10-01 190.12350022062400
1997-11-01 191.24532352221001
1997-12-01 193.21627067533800
1998-01-01 194.17415100479099
1998-02-01 195.59426228407798
1998-03-01 196.12767191687900
1998-04-01 195.54454256480900
1998-05-01 197.57253787812303
1998-06-01 198.72380283991600
1998-07-01 199.70529645322102
1998-08-01 199.42691571814998
1998-09-01 199.87332185674900
1998-10-01 201.11544503931600
1998-11-01 202.19059859115500
1998-12-01 202.61106861558898
1999-01-01 203.95582535492800
1999-02-01 202.71030030282800
1999-03-01 202.26701073008500
1999-04-01 204.77774056424100
1999-05-01 204.75986238878897
1999-06-01 204.64127032408500
1999-07-01 205.17930810341100
1999-08-01 207.83246986076200
1999-09-01 208.83177215670600
1999-10-01 209.49614752632500
1999-11-01 210.60325461728198
1999-12-01 210.83322773845000
2000-01-01 211.12322738936902
2000-02-01 212.84024932864602
2000-03-01 213.38653746532600
2000-04-01 216.08622771337602
2000-05-01 216.46304717144400
2000-06-01 218.73344399980098
2000-07-01 220.82241702216302
2000-08-01 223.10266366527100
2000-09-01 219.08965753703700
2000-10-01 219.74355698306300
2000-11-01 220.72042035489898
2000-12-01 220.80771946593100
2001-01-01 219.64053174450300
2001-02-01 220.44973059798000
2001-03-01 221.06903267734700
2001-04-01 221.30348663721700
2001-05-01 222.14166809790300
2001-06-01 224.23314513902500
2001-07-01 228.30855238362201
2001-08-01 230.90744714390900
2001-09-01 227.26083415094502
2001-10-01 228.03431695396900
2001-11-01 228.14677853185700
2001-12-01 230.23788295529800
2002-01-01 231.12544716002998
2002-02-01 230.25889491263900
2002-03-01 229.74432528124100
2002-04-01 230.23215994023400
2002-05-01 233.46907206444197
2002-06-01 234.53607357803799
2002-07-01 236.35918402766600
2002-08-01 239.67181510134603
2002-09-01 235.52234433481098
2002-10-01 236.54337145163500
2002-11-01 237.08122421234400
2002-12-01 237.22676163676300
2003-01-01 231.63301460199400
2003-02-01 230.60935473736998
2003-03-01 231.72992652200200
2003-04-01 230.49689866699500
2003-05-01 230.39812468602100
2003-06-01 230.28296761645302
2003-07-01 229.82498897262002
2003-08-01 230.69684007772600
2003-09-01 232.16715090062098
2003-10-01 231.55598443157400
2003-11-01 231.53196441581700
2003-12-01 231.95126033620900
2004-01-01 233.69034468493000
2004-02-01 235.49052022294498
2004-03-01 236.45486877196700
2004-04-01 236.98656997910800
2004-05-01 237.47483436662000
2004-06-01 237.77625311502100
2004-07-01 236.08845177534198
2004-08-01 237.31873264073700
2004-09-01 238.97147172095500
2004-10-01 240.39436134727000
2004-11-01 240.19418420915600
2004-12-01 239.95279216361800
2005-01-01 241.29237033595100
2005-02-01 242.09054404902300
2005-03-01 241.74813548094200
2005-04-01 241.96920922616403
2005-05-01 242.71776318534200
2005-06-01 242.29019207163300
2005-07-01 242.66385364557598
2005-08-01 243.71636095680302
2005-09-01 245.38532774456600
2005-10-01 245.50900692266103
2005-11-01 247.54801894998297
2005-12-01 248.04381765671200
2006-01-01 247.16700956536000
2006-02-01 248.53675686071603
2006-03-01 249.37190689068500
2006-04-01 249.91845058605600
2006-05-01 249.35012566370202
2006-06-01 250.22713544736500
2006-07-01 249.44142262393700
2006-08-01 250.51516006608100
2006-09-01 251.82984769371700
2006-10-01 254.15080198021099
2006-11-01 255.66250414044998
2006-12-01 256.80656203420900
2007-01-01 257.82050410986300
2007-02-01 259.42045868559900
2007-03-01 261.04207765646300
2007-04-01 259.62664415370700
2007-05-01 258.82934379583000
2007-06-01 259.54230359850203
2007-07-01 259.48699528573400
2007-08-01 259.72386399487600
2007-09-01 261.53420590047300
2007-10-01 264.67487555246000
2007-11-01 264.08890245833300
2007-12-01 265.14428537130700
2008-01-01 263.44550614353403
2008-02-01 263.62455571853900
2008-03-01 264.65865197134900
2008-04-01 265.97216183530800
2008-05-01 268.86058145968104
2008-06-01 269.71096560113300
2008-07-01 271.23907437951900
2008-08-01 272.47425609843700
2008-09-01 272.12215543708300
2008-10-01 272.02179861315600
2008-11-01 272.01214233372500
2008-12-01 273.53693368891400
2009-01-01 274.79694406723500
2009-02-01 274.58639471071604
2009-03-01 275.61869158278900
2009-04-01 276.18392677622000
2009-05-01 278.14544950946700
2009-06-01 278.67327547096100
2009-07-01 278.29145329624000
2009-08-01 278.08444816878000
2009-09-01 275.53352648793200
2009-10-01 280.51827274813700
2009-11-01 281.24705570552800
2009-12-01 282.24831021417100
2010-01-01 281.79290909184000
2010-02-01 278.64108256757500
2010-03-01 282.17420856649200
2010-04-01 284.43203914011600
2010-05-01 286.58383922009400
2010-06-01 286.27840408459997
2010-07-01 286.28043036982797
2010-08-01 286.93798584282900
2010-09-01 285.47343957803500
2010-10-01 284.68208406945200
2010-11-01 285.34945755013800
2010-12-01 286.28438472899200
2011-01-01 290.93705819350400
2011-02-01 290.74032444814200
2011-03-01 291.80955411068300
2011-04-01 293.00776521312696
2011-05-01 289.65613646138000
2011-06-01 293.25377678092400
2011-07-01 296.81230380543900
2011-08-01 296.65782562711604
2011-09-01 297.51664735485100
2011-10-01 296.74129385500900
2011-11-01 296.87525642003000
2011-12-01 295.97743078332600
2012-01-01 297.46921361934900
2012-02-01 297.19938225646300
2012-03-01 298.01380371809400
2012-04-01 297.81423729348200
2012-05-01 298.59753486338200
2012-06-01 298.00431461322603
2012-07-01 296.82496825105300
2012-08-01 299.80976190214800
2012-09-01 302.40855212009996
2012-10-01 304.21300689564000
2012-11-01 304.31457464130300
2012-12-01 305.18527154366900
2013-01-01 305.33596978374700
2013-02-01 306.14637526711397
2013-03-01 307.20896798774600
2013-04-01 307.84233935139304
2013-05-01 309.05863635550100
2013-06-01 304.61523245434400
2013-07-01 308.29147419531500
2013-08-01 308.77246904658796
2013-09-01 311.46554734219300
2013-10-01 310.31542723198004
2013-11-01 311.06185846564000
2013-12-01 311.32641395809400
2014-01-01 311.48916444907700
2014-02-01 311.23031096330700
2014-03-01 311.99774620701700
2014-04-01 312.08518291186000
2014-05-01 311.84627113424900
2014-06-01 314.06924548876700
2014-07-01 313.78522690057700
2014-08-01 314.70376821598800
2014-09-01 313.92572462710400
2014-10-01 314.32765044678500
2014-11-01 315.00125442046100
2014-12-01 315.96278269288104
2015-01-01 316.64562945720300
2015-02-01 318.53174828037300
2015-03-01 318.42630553000500
2015-04-01 321.79623881016600
2015-05-01 322.44910995855800
2015-06-01 323.77846241170600
2015-07-01 328.21750768900000
2015-08-01 328.75315614987500
2015-09-01 328.09111280089500
2015-10-01 332.74108972530900
2015-11-01 333.63300046164100
2015-12-01 334.43121424963900
2016-01-01 332.33355758578800
2016-02-01 334.55686941320704
2016-03-01 334.97946625518300
2016-04-01 336.11745750358400
2016-05-01 335.44180045462000
2016-06-01 334.19969219364500
2016-07-01 336.76740199023203
2016-08-01 338.19343429918200
2016-09-01 336.24292160438597
2016-10-01 335.71682947455600
2016-11-01 336.10574840939800
2016-12-01 335.93864257292300
2017-01-01 336.25386108951100
2017-02-01 337.72368818158600
2017-03-01 338.54880976598900
2017-04-01 337.07174980799800
2017-05-01 338.47292107910500
2017-06-01 338.94974304471100
2017-07-01 339.97082870156703
2017-08-01 340.49362224431400
2017-09-01 340.51681970585300
2017-10-01 341.99379538918500
2017-11-01 341.95442442703900
2017-12-01 343.00345593801700
2018-01-01 343.88729024210700
2018-02-01 345.70576976619800
2018-03-01 345.68920751015100
2018-04-01 347.49298939287200
2018-05-01 348.03631743403300
2018-06-01 347.49630145295100
2018-07-01 347.71587564796700
2018-08-01 348.21238418127996
2018-09-01 348.75118086471497
2018-10-01 349.42766800138700
2018-11-01 350.19356617526495
2018-12-01 350.45347328127406
2019-01-01 351.51647624897500
2019-02-01 352.04195585072800
2019-03-01 353.77218776461996
2019-04-01 352.44773425980900
2019-05-01 352.24184239629800
2019-06-01 353.89421201306900
2019-07-01 351.27465874881900
2019-08-01 351.71121246106500
2019-09-01 352.61405443500803
2019-10-01 351.68318242584996
2019-11-01 352.98152851893600
2019-12-01 353.46352280662500
2020-01-01 354.63785910176400
2020-02-01 356.29094177522904
2020-03-01 354.94100384543503
2020-04-01 314.29567102306500
2020-05-01 314.72340700226700
2020-06-01 321.25797310474303
2020-07-01 323.53196139869100
2020-08-01 326.08761979559200
2020-09-01 327.65448090408000
2020-10-01 329.58704168030897
2020-11-01 330.69743549907000
2020-12-01 331.16080149194600
2021-01-01 332.07186377736900
2021-02-01 333.32558659569304
2021-03-01 333.88829990528900
2021-04-01 334.50617564665900
2021-05-01 332.49968644819600
2021-06-01 333.88257564230700
2021-07-01 336.30344326128300
2021-08-01 336.92563948526197
2021-09-01 336.27284475187400
2021-10-01 338.81514597616600
2021-11-01 339.48917244335100
2021-12-01 340.16994375755200
2022-01-01 338.44651888222900
2022-02-01 341.96268867438900
2022-03-01 342.59689994878300
2022-04-01 345.34394704509600
2022-05-01 345.41654790888900
2022-06-01 344.71921774171600
2022-07-01 345.91138179941595
2022-08-01 347.06568974246000
2022-09-01 348.70339121195394
2022-10-01 348.36780268541804
2022-11-01 349.12447732652600
2022-12-01 349.66138654120596
2023-01-01 352.48480985568904
2023-02-01 353.32153504195600
2023-03-01 355.11132488095900
2023-04-01 355.19721677650500
2023-05-01 357.20047812624400
2023-06-01 359.82806221476700
2023-07-01 360.50254843992104
2023-08-01 361.16510552167000
2023-09-01 362.00616360974400
2023-10-01 361.72474318191706
2023-11-01 361.46732791735604
2023-12-01 363.35380499047096
2024-01-01 363.14983914328104
2024-02-01 363.25720045977204
2024-03-01 363.26612787945396
2024-04-01 363.70322873439204
2024-05-01 365.52202658243600
2024-06-01 366.98090311213100
2024-07-01 364.89530771101000
2024-08-01 365.07836590614403
2024-09-01 365.47633038404800
2024-10-01 366.89307679988195
2024-11-01 369.18830935535400
2024-12-01 371.47820917063700

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