Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Offices of Physicians in Dallas-Plano-Irving, TX (MD)

Title All Employees: Education and Health Services: Offices of Physicians in Dallas-Plano-Irving, TX (MD)
Series ID SMU48191246562110001SA
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 2024-11-01
Last Updated 2024-12-21 5:06 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 13.114398598542499
1990-02-01 13.237997525386800
1990-03-01 13.300980560789899
1990-04-01 13.390534160333500
1990-05-01 13.579567425802200
1990-06-01 13.672542755838700
1990-07-01 13.829112990133900
1990-08-01 13.933050560690901
1990-09-01 14.062321735999800
1990-10-01 14.186311013244400
1990-11-01 14.237754022635400
1990-12-01 14.317518624567900
1991-01-01 14.325175733475700
1991-02-01 14.248793514332199
1991-03-01 14.413857250041900
1991-04-01 14.491407489272301
1991-05-01 14.480023146379098
1991-06-01 14.472344931764300
1991-07-01 14.633794237639000
1991-08-01 14.630863978519402
1991-09-01 14.669657928596198
1991-10-01 14.586961263966101
1991-11-01 14.639366008012900
1991-12-01 14.715510602988200
1992-01-01 14.613909529544301
1992-02-01 14.651242693932500
1992-03-01 14.707093251920499
1992-04-01 14.777763185990000
1992-05-01 14.878209470095100
1992-06-01 14.969920214028198
1992-07-01 14.654262943137699
1992-08-01 14.729454379639800
1992-09-01 14.780403948916600
1992-10-01 14.993921548525900
1992-11-01 14.945360750041802
1992-12-01 15.024622061419900
1993-01-01 15.505990141145900
1993-02-01 15.558578776587200
1993-03-01 15.605592486600000
1993-04-01 15.454319027240600
1993-05-01 15.466950917671800
1993-06-01 15.459007967180000
1993-07-01 15.485646760142300
1993-08-01 15.427713734370402
1993-09-01 15.500046134801199
1993-10-01 15.595003717638098
1993-11-01 15.652541748675999
1993-12-01 15.733290141128200
1994-01-01 15.791352934341800
1994-02-01 15.753682902704401
1994-03-01 15.785215700525999
1994-04-01 15.930624374578800
1994-05-01 16.050938356677698
1994-06-01 16.043584844374500
1994-07-01 16.621037361019100
1994-08-01 16.731991694773500
1994-09-01 16.717417032893700
1994-10-01 16.787537116321200
1994-11-01 16.861299030193200
1994-12-01 16.932696291240500
1995-01-01 16.994512670346698
1995-02-01 17.063639965806903
1995-03-01 17.080553545505303
1995-04-01 17.107322852030800
1995-05-01 17.124282318370100
1995-06-01 17.326649974130500
1995-07-01 17.452523290407900
1995-08-01 17.742926958837900
1995-09-01 17.937096588508800
1995-10-01 17.880116789596500
1995-11-01 18.067310436326398
1995-12-01 18.123553287438000
1996-01-01 18.407797817788200
1996-02-01 18.574452101626800
1996-03-01 18.771622747179700
1996-04-01 19.096570908971200
1996-05-01 19.312301582370000
1996-06-01 19.212905430238300
1996-07-01 19.071714593177898
1996-08-01 19.153178751889400
1996-09-01 19.237918179765700
1996-10-01 19.572818597536700
1996-11-01 19.668474220130600
1996-12-01 19.805826177841602
1997-01-01 19.825318384659397
1997-02-01 20.189975366481100
1997-03-01 20.564186115437600
1997-04-01 20.392505026549102
1997-05-01 20.708003388429397
1997-06-01 20.802955214546103
1997-07-01 20.977143101586800
1997-08-01 21.058310534855000
1997-09-01 21.238052605874600
1997-10-01 21.368875209158400
1997-11-01 21.264728584143000
1997-12-01 21.588733298620895
1998-01-01 21.443277810456200
1998-02-01 21.593517917830400
1998-03-01 21.848738640591602
1998-04-01 22.114681028652395
1998-05-01 22.321512818260697
1998-06-01 22.403179484566900
1998-07-01 22.554803435900800
1998-08-01 22.651780942721500
1998-09-01 22.822087930171400
1998-10-01 22.971947695696800
1998-11-01 23.462092715723700
1998-12-01 23.581758480243900
1999-01-01 23.662836253756200
1999-02-01 23.696668971363000
1999-03-01 23.953390857941700
1999-04-01 23.837410133780200
1999-05-01 23.834222854349900
1999-06-01 24.014787309202800
1999-07-01 24.218272981713500
1999-08-01 24.424509512850900
1999-09-01 24.708132818338200
1999-10-01 24.888921566788998
1999-11-01 24.964980190722297
1999-12-01 25.101510958170902
2000-01-01 25.256754801912397
2000-02-01 25.379277516637500
2000-03-01 25.452463579577200
2000-04-01 25.471217393242398
2000-05-01 25.458298279257900
2000-06-01 25.737144189660100
2000-07-01 25.576717017701803
2000-08-01 25.679155817107898
2000-09-01 25.983983667957100
2000-10-01 25.712445560425300
2000-11-01 25.780490061313802
2000-12-01 25.854258753732600
2001-01-01 25.934161886892100
2001-02-01 26.153478013458900
2001-03-01 26.347402469949397
2001-04-01 26.587830884834400
2001-05-01 26.871001662163895
2001-06-01 27.165994995308700
2001-07-01 27.341534936672698
2001-08-01 27.436943193949600
2001-09-01 27.465677361060600
2001-10-01 27.526477326570202
2001-11-01 27.694449400592397
2001-12-01 27.705708070283197
2002-01-01 27.810341208727998
2002-02-01 28.036692885436000
2002-03-01 28.042013364918198
2002-04-01 28.302586115968598
2002-05-01 28.475959712077800
2002-06-01 28.502755438991700
2002-07-01 28.609579366511200
2002-08-01 28.910301596548400
2002-09-01 28.858474867672800
2002-10-01 29.021195059626397
2002-11-01 29.106296547927602
2002-12-01 29.351608472078700
2003-01-01 29.694170505650703
2003-02-01 29.724820374389000
2003-03-01 29.738146093715102
2003-04-01 29.601211041521896
2003-05-01 29.669760763156000
2003-06-01 29.742279028210103
2003-07-01 29.893215578540200
2003-08-01 30.110926090834305
2003-09-01 30.157369108091803
2003-10-01 30.208823597616200
2003-11-01 30.301717089530300
2003-12-01 30.376056595140400
2004-01-01 30.367575595981897
2004-02-01 30.419557346206500
2004-03-01 30.724552648323500
2004-04-01 30.703370775434800
2004-05-01 30.781390250685100
2004-06-01 30.768836254686400
2004-07-01 30.989909285981604
2004-08-01 31.038027739452400
2004-09-01 31.262254083113604
2004-10-01 31.175985927270500
2004-11-01 31.281984066207700
2004-12-01 31.378534813461300
2005-01-01 31.656747451015100
2005-02-01 31.717223573455800
2005-03-01 31.614416726754600
2005-04-01 32.212667832413395
2005-05-01 32.293825986966000
2005-06-01 32.081897763412000
2005-07-01 32.700093698873700
2005-08-01 32.680978236804000
2005-09-01 32.669358175987800
2005-10-01 33.135450477954500
2005-11-01 33.148428000560800
2005-12-01 33.256094684407394
2006-01-01 33.445782941231606
2006-02-01 33.723150927832300
2006-03-01 33.416258987094700
2006-04-01 33.929752389577395
2006-05-01 34.109921284050700
2006-06-01 34.277190770638100
2006-07-01 34.414649030840600
2006-08-01 34.628690343648900
2006-09-01 34.799486341933700
2006-10-01 34.791290156352600
2006-11-01 34.905420604793804
2006-12-01 35.412871399792500
2007-01-01 34.842203578176500
2007-02-01 34.822674688358900
2007-03-01 35.131330662520300
2007-04-01 35.249613155612394
2007-05-01 35.405652182503204
2007-06-01 35.967171592704700
2007-07-01 36.044888677770400
2007-08-01 36.170143437853206
2007-09-01 36.631870734470404
2007-10-01 36.855557168113400
2007-11-01 37.061951497793600
2007-12-01 37.347736812929895
2008-01-01 37.744025679907200
2008-02-01 38.043465511668900
2008-03-01 38.150449647283700
2008-04-01 38.277098954813000
2008-05-01 38.509754207568200
2008-06-01 38.559103543595600
2008-07-01 38.678957057055996
2008-08-01 38.793332670297900
2008-09-01 38.861062628470600
2008-10-01 39.129080710729400
2008-11-01 39.322533177912504
2008-12-01 39.466519656353796
2009-01-01 39.755003676102700
2009-02-01 39.763340415870104
2009-03-01 39.867272715616900
2009-04-01 39.891004964063200
2009-05-01 40.001146026934800
2009-06-01 40.165816692624205
2009-07-01 40.315527161761500
2009-08-01 40.399012830373600
2009-09-01 40.473434856487400
2009-10-01 40.722515322700296
2009-11-01 40.890530771775800
2009-12-01 41.087788119015400
2010-01-01 41.169805111218400
2010-02-01 41.286477149127100
2010-03-01 41.483851243864000
2010-04-01 42.003547801746400
2010-05-01 42.101134335104400
2010-06-01 42.177112596400210
2010-07-01 42.248263963619200
2010-08-01 42.392462054803000
2010-09-01 42.476686549194900
2010-10-01 42.817502586603900
2010-11-01 42.659268671885705
2010-12-01 42.716957503614500
2011-01-01 42.393028353388200
2011-02-01 42.488563078945800
2011-03-01 42.801030945899704
2011-04-01 42.922060212741500
2011-05-01 42.899706354269100
2011-06-01 42.993351352139996
2011-07-01 43.081924930541106
2011-08-01 43.273496728596704
2011-09-01 43.659046310752710
2011-10-01 43.329236692720390
2011-11-01 43.436453595674490
2011-12-01 43.563467675390800
2012-01-01 43.615954339179495
2012-02-01 43.787579928355210
2012-03-01 43.915043189500295
2012-04-01 44.152481718901400
2012-05-01 44.213322973274200
2012-06-01 44.405389019962100
2012-07-01 44.600158698480605
2012-08-01 44.657364017442290
2012-09-01 44.833383726948010
2012-10-01 44.929848038150396
2012-11-01 45.014463582278990
2012-12-01 45.125868109532100
2013-01-01 45.029823838851500
2013-02-01 45.377531559450105
2013-03-01 45.543191829779700
2013-04-01 45.581848047450510
2013-05-01 45.825044571651710
2013-06-01 45.913462695860100
2013-07-01 45.905953042558790
2013-08-01 46.031871612001890
2013-09-01 46.318247002011600
2013-10-01 46.422177741633504
2013-11-01 46.700023744439000
2013-12-01 46.917410435536300
2014-01-01 47.341110051491300
2014-02-01 47.377885169582996
2014-03-01 47.377399884331890
2014-04-01 47.194737846919500
2014-05-01 47.133427171612304
2014-06-01 47.408874501642890
2014-07-01 47.590150621729705
2014-08-01 47.897419847416494
2014-09-01 48.019966611139004
2014-10-01 48.107294440741400
2014-11-01 48.303749667096206
2014-12-01 48.546571535979900
2015-01-01 48.644308427532900
2015-02-01 48.685164531132500
2015-03-01 48.809169627288000
2015-04-01 48.977587499492700
2015-05-01 49.241265021232000
2015-06-01 49.397768136075400
2015-07-01 49.661873392265605
2015-08-01 49.655863961588494
2015-09-01 49.834559432874606
2015-10-01 50.075058282316206
2015-11-01 50.224322675825704
2015-12-01 50.490789865582100
2016-01-01 50.262126655468800
2016-02-01 50.308842083840894
2016-03-01 50.347202694331706
2016-04-01 50.517235861052400
2016-05-01 50.638054428217790
2016-06-01 50.683468941862110
2016-07-01 50.524258356898095
2016-08-01 50.723411873916206
2016-09-01 51.062461473670794
2016-10-01 50.743126404065400
2016-11-01 50.859306376343795
2016-12-01 50.860694059425300
2017-01-01 50.982051476197206
2017-02-01 51.120675302412300
2017-03-01 51.277005997260300
2017-04-01 51.441613969847900
2017-05-01 51.124862798498896
2017-06-01 51.671829211403100
2017-07-01 51.894279157462600
2017-08-01 52.010027917637500
2017-09-01 52.302620257490204
2017-10-01 51.702165601137500
2017-11-01 51.884289666514206
2017-12-01 52.206576159272500
2018-01-01 52.717827897247300
2018-02-01 52.829519513055400
2018-03-01 53.102371155768500
2018-04-01 53.166960512860000
2018-05-01 53.198940528816300
2018-06-01 53.467751634083900
2018-07-01 53.678995091694100
2018-08-01 53.719004861948000
2018-09-01 53.949315529548100
2018-10-01 54.256424032935290
2018-11-01 54.196854936221290
2018-12-01 54.442962424538400
2019-01-01 54.436108430107204
2019-02-01 54.714189547195204
2019-03-01 54.919485631769800
2019-04-01 55.410632907987390
2019-05-01 55.557365094537000
2019-06-01 55.676015980516990
2019-07-01 55.778602384704900
2019-08-01 56.145840859656800
2019-09-01 56.390292206370600
2019-10-01 56.624059145704000
2019-11-01 56.899288228885794
2019-12-01 57.063347115170900
2020-01-01 55.741592209615000
2020-02-01 56.007680941277600
2020-03-01 56.132743649904300
2020-04-01 50.265506499303000
2020-05-01 52.395732944573005
2020-06-01 53.271887233542300
2020-07-01 53.888310528204606
2020-08-01 54.281514118398290
2020-09-01 54.698204221243200
2020-10-01 55.453609415151604
2020-11-01 56.118706166870900
2020-12-01 56.408808009288500
2021-01-01 56.536238685695100
2021-02-01 56.495110448463290
2021-03-01 57.145237638365790
2021-04-01 57.538588924988204
2021-05-01 57.325322021719800
2021-06-01 57.054881541607100
2021-07-01 57.298842831383300
2021-08-01 57.288449169787100
2021-09-01 56.899816215190110
2021-10-01 57.389955498563990
2021-11-01 57.329551022150500
2021-12-01 57.442765686928700
2022-01-01 58.141369667436706
2022-02-01 58.011177574917404
2022-03-01 57.944892037871895
2022-04-01 58.318979958101590
2022-05-01 58.466567368062290
2022-06-01 58.413413593128794
2022-07-01 58.704391279662890
2022-08-01 58.872201950543200
2022-09-01 59.283037328374100
2022-10-01 59.548698188458204
2022-11-01 59.854019787884700
2022-12-01 59.981443692189394
2023-01-01 60.446961252117600
2023-02-01 60.424289645245100
2023-03-01 60.861571415829600
2023-04-01 61.003329892902500
2023-05-01 61.216721005475100
2023-06-01 61.469687873526404
2023-07-01 61.602191829328100
2023-08-01 61.748108613951395
2023-09-01 61.858074670693100
2023-10-01 61.804098134074295
2023-11-01 61.978816625900900
2023-12-01 62.209281823314290
2024-01-01 62.354364369928504
2024-02-01 62.752717924438100
2024-03-01 62.969864768366900
2024-04-01 63.185889131471210
2024-05-01 63.585286671255595
2024-06-01 63.929863520377296
2024-07-01 63.803276031977400
2024-08-01 64.418439832102700
2024-09-01 65.035286061406400
2024-10-01 64.744148530017000
2024-11-01 65.094042321434600

Subscribe to the FRED newsletter


Follow us

Back to Top