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 2024-10-01
Last Updated 2024-11-20 5:46 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
1990-01-01 152.82170921088400
1990-02-01 152.06205051465798
1990-03-01 152.39081665471600
1990-04-01 151.39493877893600
1990-05-01 152.17496114437800
1990-06-01 153.91844628902400
1990-07-01 153.75995516614500
1990-08-01 155.67504941469900
1990-09-01 155.09222530171200
1990-10-01 155.31152614663500
1990-11-01 155.64619553761900
1990-12-01 155.66747537552600
1991-01-01 156.87209409661500
1991-02-01 157.04002534289899
1991-03-01 156.99725939524700
1991-04-01 158.44582094995600
1991-05-01 159.39946931438900
1991-06-01 160.57759719566300
1991-07-01 158.45366304017100
1991-08-01 159.81855977863398
1991-09-01 160.11160388099702
1991-10-01 158.88707592086200
1991-11-01 160.51798406787202
1991-12-01 160.72164204034500
1992-01-01 160.69542361330300
1992-02-01 161.20464442851699
1992-03-01 161.20713780051100
1992-04-01 162.63488192339800
1992-05-01 162.76229732642600
1992-06-01 162.56311031411698
1992-07-01 162.05032048743700
1992-08-01 162.78210271565300
1992-09-01 162.00043593967800
1992-10-01 163.42172423710900
1992-11-01 162.97330566208800
1992-12-01 163.74215502697902
1993-01-01 165.92857451664400
1993-02-01 164.86720971262600
1993-03-01 165.16098466475100
1993-04-01 164.48829396532700
1993-05-01 164.60953747446600
1993-06-01 165.06743897720100
1993-07-01 166.02166612665700
1993-08-01 165.82146799878600
1993-09-01 166.71213904992200
1993-10-01 166.30172806831600
1993-11-01 167.40057301819400
1993-12-01 167.60981546090798
1994-01-01 168.38854075977198
1994-02-01 168.03045991385400
1994-03-01 168.68558590906602
1994-04-01 169.06108426586700
1994-05-01 169.38094938943001
1994-06-01 169.19083628402700
1994-07-01 170.36895277737800
1994-08-01 170.42118614010700
1994-09-01 171.58976803290900
1994-10-01 173.62359444460202
1994-11-01 172.53288223928600
1994-12-01 172.66369670710498
1995-01-01 171.73302344011900
1995-02-01 172.03066055424500
1995-03-01 172.11947735734100
1995-04-01 172.55982310083800
1995-05-01 172.72843384190700
1995-06-01 174.76646068329103
1995-07-01 176.05737148642300
1995-08-01 174.31921500911100
1995-09-01 176.06906562787800
1995-10-01 176.18220363351600
1995-11-01 176.10019820293700
1995-12-01 176.16451010612099
1996-01-01 177.20670689172100
1996-02-01 179.01164978552500
1996-03-01 179.85007082605802
1996-04-01 179.64408861937500
1996-05-01 181.60115336111600
1996-06-01 180.06021487124000
1996-07-01 178.38503512390600
1996-08-01 180.45232611280102
1996-09-01 180.67177774753202
1996-10-01 181.97566915567700
1996-11-01 182.15230128688900
1996-12-01 182.90864234158298
1997-01-01 182.48529612824600
1997-02-01 183.53280420247600
1997-03-01 184.44204138287301
1997-04-01 185.12808483672800
1997-05-01 186.13929345094600
1997-06-01 186.15010639325803
1997-07-01 187.81907097888200
1997-08-01 189.72422499564900
1997-09-01 191.32695210597402
1997-10-01 190.12344736864202
1997-11-01 191.24528964150200
1997-12-01 193.21627991447102
1998-01-01 194.17427206515900
1998-02-01 195.59426508411000
1998-03-01 196.12771157147400
1998-04-01 195.54442241837800
1998-05-01 197.57254797734500
1998-06-01 198.72385238289903
1998-07-01 199.70551644306900
1998-08-01 199.42688411279900
1998-09-01 199.87316269325402
1998-10-01 201.11522316460100
1998-11-01 202.19041327751302
1998-12-01 202.61101600191300
1999-01-01 203.95615178100700
1999-02-01 202.71055153381002
1999-03-01 202.26706582148498
1999-04-01 204.77737794130903
1999-05-01 204.76008557227001
1999-06-01 204.64147696350300
1999-07-01 205.17971956359200
1999-08-01 207.83238679287400
1999-09-01 208.83144696169200
1999-10-01 209.49564263025300
1999-11-01 210.60258814941503
1999-12-01 210.83241879182702
2000-01-01 211.12446549234600
2000-02-01 212.84108125453602
2000-03-01 213.38669686099200
2000-04-01 216.08566387515202
2000-05-01 216.46354100311500
2000-06-01 218.73379072163000
2000-07-01 220.82290828524300
2000-08-01 223.10245723312100
2000-09-01 219.08922983381802
2000-10-01 219.74262853740600
2000-11-01 220.71914686419600
2000-12-01 220.80606807070900
2001-01-01 219.64269957382598
2001-02-01 220.45128172748900
2001-03-01 221.06939132826200
2001-04-01 221.30279240705400
2001-05-01 222.14244639137300
2001-06-01 224.23360834385000
2001-07-01 228.30902409326697
2001-08-01 230.90705272325198
2001-09-01 227.26036107466700
2001-10-01 228.03299993475798
2001-11-01 228.14490529200200
2001-12-01 230.23532549487300
2002-01-01 231.12857010195202
2002-02-01 230.26104282204497
2002-03-01 229.74497851509898
2002-04-01 230.23164456588400
2002-05-01 233.46995268892400
2002-06-01 234.53648881735600
2002-07-01 236.35945990849098
2002-08-01 239.67125191305198
2002-09-01 235.52188378382098
2002-10-01 236.54181235935602
2002-11-01 237.07911463043800
2002-12-01 237.22406084179698
2003-01-01 231.63610323590900
2003-02-01 230.61169354610297
2003-03-01 231.73077837054000
2003-04-01 230.49652416331500
2003-05-01 230.39901465715900
2003-06-01 230.28332781464100
2003-07-01 229.82502003650700
2003-08-01 230.69623764327600
2003-09-01 232.16678148995499
2003-10-01 231.55457242625700
2003-11-01 231.53000515029800
2003-12-01 231.94865648261700
2004-01-01 233.69324956049500
2004-02-01 235.49267956249800
2004-03-01 236.45587054678398
2004-04-01 236.98650049660200
2004-05-01 237.47551466463500
2004-06-01 237.77643173491800
2004-07-01 236.08820953507401
2004-08-01 237.31814176982400
2004-09-01 238.97127546852600
2004-10-01 240.39314171930000
2004-11-01 240.19270997211700
2004-12-01 239.95094483988498
2005-01-01 241.29434899468600
2005-02-01 242.09211498515498
2005-03-01 241.74912159610800
2005-04-01 241.96937145631802
2005-05-01 242.71816842692300
2005-06-01 242.29023796883300
2005-07-01 242.66351791748698
2005-08-01 243.71587846735100
2005-09-01 245.38523490570998
2005-10-01 245.50813768588400
2005-11-01 247.54715716674300
2005-12-01 248.04279276069400
2006-01-01 247.16805153489102
2006-02-01 248.53759495937402
2006-03-01 249.37276844570900
2006-04-01 249.91878901468000
2006-05-01 249.35023416060199
2006-06-01 250.22705517154301
2006-07-01 249.44111393947000
2006-08-01 250.51484973418000
2006-09-01 251.82979928076600
2006-10-01 254.15022908138099
2006-11-01 255.66224189027500
2006-12-01 256.80639174297403
2007-01-01 257.82065412531900
2007-02-01 259.42076564264300
2007-03-01 261.04267535768500
2007-04-01 259.62683743434900
2007-05-01 258.82938874023400
2007-06-01 259.54227386008300
2007-07-01 259.48680024285596
2007-08-01 259.72372624517897
2007-09-01 261.53416101231400
2007-10-01 264.67455980776800
2007-11-01 264.08886982108004
2007-12-01 265.14419568258800
2008-01-01 263.44555859723500
2008-02-01 263.62464526063100
2008-03-01 264.65902526421400
2008-04-01 265.97221574353700
2008-05-01 268.86059610958400
2008-06-01 269.71095293557300
2008-07-01 271.23895742279000
2008-08-01 272.47419882158500
2008-09-01 272.12217683266397
2008-10-01 272.02156258851300
2008-11-01 272.01219071192900
2008-12-01 273.53687979593700
2009-01-01 274.79697489308100
2009-02-01 274.58641712983600
2009-03-01 275.61890857696700
2009-04-01 276.18393798320700
2009-05-01 278.14545743890400
2009-06-01 278.67327735061500
2009-07-01 278.29139359610600
2009-08-01 278.08442143186000
2009-09-01 275.53354612056097
2009-10-01 280.51810812713500
2009-11-01 281.24708407839800
2009-12-01 282.24827218873300
2010-01-01 281.79293782003700
2010-02-01 278.64110970442600
2010-03-01 282.17433659703300
2010-04-01 284.43205642347600
2010-05-01 286.58384706601200
2010-06-01 286.27838165081800
2010-07-01 286.28039828230900
2010-08-01 286.93796172712297
2010-09-01 285.47344625012700
2010-10-01 284.68199285398900
2010-11-01 285.34946556095600
2010-12-01 286.28436675088700
2011-01-01 290.93709167251500
2011-02-01 290.74037316906200
2011-03-01 291.80960390326400
2011-04-01 293.00779698189300
2011-05-01 289.65614471093600
2011-06-01 293.25372608391800
2011-07-01 296.81225507044900
2011-08-01 296.65780761899300
2011-09-01 297.51663647995800
2011-10-01 296.74126893168597
2011-11-01 296.87524235333800
2011-12-01 295.97743912217203
2012-01-01 297.46924755334600
2012-02-01 297.19943834437000
2012-03-01 298.01391647871200
2012-04-01 297.81425222691104
2012-05-01 298.59750898513300
2012-06-01 298.00420271843000
2012-07-01 296.82489227837200
2012-08-01 299.80973134502000
2012-09-01 302.40853355362800
2012-10-01 304.21299501889000
2012-11-01 304.31456082657700
2012-12-01 305.18529246961500
2013-01-01 305.33607987136503
2013-02-01 306.14644835257803
2013-03-01 307.20917420550100
2013-04-01 307.84240151053797
2013-05-01 309.05867963006800
2013-06-01 304.61466380803600
2013-07-01 308.29147675332000
2013-08-01 308.77242374298000
2013-09-01 311.46553433506100
2013-10-01 310.31544455797900
2013-11-01 311.06189522908100
2013-12-01 311.32648608521400
2014-01-01 311.48935957390400
2014-02-01 311.23039177692300
2014-03-01 311.99806746173300
2014-04-01 312.08522500459500
2014-05-01 311.84633202438800
2014-06-01 314.06817342012700
2014-07-01 313.78532891897400
2014-08-01 314.70372427715800
2014-09-01 313.92573142901500
2014-10-01 314.32769009440600
2014-11-01 315.00134695574100
2014-12-01 315.96296152373800
2015-01-01 316.64598984641800
2015-02-01 318.53192260406800
2015-03-01 318.42668814357800
2015-04-01 321.79618507879900
2015-05-01 322.44909504300700
2015-06-01 323.77682224815100
2015-07-01 328.21769288823504
2015-08-01 328.75305192615100
2015-09-01 328.09105204917300
2015-10-01 332.74102010863703
2015-11-01 333.63309075437600
2015-12-01 334.43180760973000
2016-01-01 332.33468716360300
2016-02-01 334.55789633866600
2016-03-01 334.97957570629103
2016-04-01 336.11750242163504
2016-05-01 335.44129400227797
2016-06-01 334.19495032900903
2016-07-01 336.76937202315300
2016-08-01 338.19274263907700
2016-09-01 336.24240498275700
2016-10-01 335.71660768154703
2016-11-01 336.10614676775600
2016-12-01 335.94007645569600
2017-01-01 336.25631809025003
2017-02-01 337.72821230068700
2017-03-01 338.54874295212200
2017-04-01 337.07120375668300
2017-05-01 338.46986511342203
2017-06-01 338.94035560705100
2017-07-01 339.97365809783200
2017-08-01 340.49223289799800
2017-09-01 340.51618484487000
2017-10-01 341.99364197236804
2017-11-01 341.95550799231400
2017-12-01 343.00713350562600
2018-01-01 343.89262752129304
2018-02-01 345.71489319685100
2018-03-01 345.69045707571100
2018-04-01 347.49504429197400
2018-05-01 348.02572946611300
2018-06-01 347.47175918563204
2018-07-01 347.72324168881000
2018-08-01 348.21157368232000
2018-09-01 348.75059820900003
2018-10-01 349.42802551121300
2018-11-01 350.19566085261500
2018-12-01 350.45837098432300
2019-01-01 351.53188506525900
2019-02-01 352.05690344611000
2019-03-01 353.77887117269205
2019-04-01 352.45032359330000
2019-05-01 352.22572783310300
2019-06-01 353.84912658327500
2019-07-01 351.27823944443804
2019-08-01 351.70331646312800
2019-09-01 352.60774957411496
2019-10-01 351.68343090313795
2019-11-01 352.99029726040800
2019-12-01 353.47963170968500
2020-01-01 354.67404442701200
2020-02-01 356.31794545429494
2020-03-01 354.95838673667700
2020-04-01 314.30044968377800
2020-05-01 314.70304270042703
2020-06-01 321.19097973397000
2020-07-01 323.51743666733100
2020-08-01 326.05562386030800
2020-09-01 327.62837739840900
2020-10-01 329.58309470662000
2020-11-01 330.72979111162600
2020-12-01 331.20383340553500
2021-01-01 332.14249478024600
2021-02-01 333.37476562945204
2021-03-01 333.92305603321700
2021-04-01 334.51508349048197
2021-05-01 332.46532680717000
2021-06-01 333.78769908667200
2021-07-01 336.24644643906000
2021-08-01 336.83660193116003
2021-09-01 336.17022460494996
2021-10-01 338.80213135734600
2021-11-01 339.57912767947700
2021-12-01 340.30983437869200
2022-01-01 338.57370786430200
2022-02-01 342.04206224773000
2022-03-01 342.64896236767800
2022-04-01 345.35498708496004
2022-05-01 345.35892088557404
2022-06-01 344.59116192021895
2022-07-01 345.80288973629700
2022-08-01 346.90315354732900
2022-09-01 348.48379492455297
2022-10-01 348.33054707880700
2022-11-01 349.28068581967005
2022-12-01 349.93980230254000
2023-01-01 352.68325091396000
2023-02-01 353.43601496697800
2023-03-01 355.18243639323700
2023-04-01 355.20555231333606
2023-05-01 357.12052661270800
2023-06-01 359.67415734669197
2023-07-01 360.33768887996200
2023-08-01 360.92209695792803
2023-09-01 361.64756982640000
2023-10-01 361.66061909705900
2023-11-01 361.67447400176000
2023-12-01 363.80626772506895
2024-01-01 363.41338300845297
2024-02-01 363.40255737975303
2024-03-01 363.34847653876600
2024-04-01 363.70651625869400
2024-05-01 365.42474662569000
2024-06-01 366.80839462758800
2024-07-01 364.68714322959000
2024-08-01 364.77515816115400
2024-09-01 365.01529033851800
2024-10-01 365.31169559435403

Subscribe to the FRED newsletter


Follow us

Back to Top