Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Fort Worth-Arlington, TX (MD)

Title All Employees: Education and Health Services: Private Education and Health Services in Fort Worth-Arlington, TX (MD)
Series ID SMU48231046500000001SA
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 2024-09-01
Last Updated 2024-10-23 4:31 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 54.278196077141400
1990-02-01 55.520870415233900
1990-03-01 55.868612311102300
1990-04-01 55.761780439876205
1990-05-01 56.463147692387400
1990-06-01 56.543866060397100
1990-07-01 56.994411744495100
1990-08-01 57.468923282424896
1990-09-01 57.862231618131600
1990-10-01 58.877166752776496
1990-11-01 58.946838981449900
1990-12-01 58.882774780956105
1991-01-01 59.908753447832100
1991-02-01 60.039946876483100
1991-03-01 60.282886736815904
1991-04-01 60.434066341082000
1991-05-01 60.962324289491400
1991-06-01 60.633095286922504
1991-07-01 60.826067947915796
1991-08-01 61.078380500787300
1991-09-01 61.148930317171704
1991-10-01 61.055267143285600
1991-11-01 60.841140164645700
1991-12-01 60.684519749695400
1992-01-01 60.181738597809500
1992-02-01 60.626611009811110
1992-03-01 60.692075384828700
1992-04-01 61.225820577730000
1992-05-01 61.331301154868800
1992-06-01 61.743413418809990
1992-07-01 61.533345020326100
1992-08-01 61.356290568551500
1992-09-01 61.430510596538895
1992-10-01 61.515019284032300
1992-11-01 61.936373177207095
1992-12-01 62.287293712116900
1993-01-01 62.390291848842400
1993-02-01 62.504773201442205
1993-03-01 62.811955450128710
1993-04-01 62.940591850663500
1993-05-01 63.011660544121200
1993-06-01 63.365500943755500
1993-07-01 63.641790882028104
1993-08-01 63.915475158745900
1993-09-01 64.391777956939210
1993-10-01 63.060133350511510
1993-11-01 63.415581506623200
1993-12-01 63.395621935674000
1994-01-01 64.401747418936800
1994-02-01 64.585637796639390
1994-03-01 64.808003459078500
1994-04-01 65.303739988289100
1994-05-01 65.409781122377400
1994-06-01 65.413225518334000
1994-07-01 64.727838312765800
1994-08-01 65.556850327151610
1994-09-01 65.726463999859600
1994-10-01 66.283870574779200
1994-11-01 66.393702027722300
1994-12-01 66.501070610386600
1995-01-01 66.723332937769100
1995-02-01 67.178259535296700
1995-03-01 67.600036561390800
1995-04-01 67.093204987126500
1995-05-01 67.666595899968000
1995-06-01 67.575591361760800
1995-07-01 69.040477774423000
1995-08-01 68.910120360188100
1995-09-01 69.470461867318490
1995-10-01 69.009508065644210
1995-11-01 68.947503730054500
1995-12-01 69.099639565287600
1996-01-01 68.848483562342300
1996-02-01 69.375849908138890
1996-03-01 69.474648646142500
1996-04-01 69.667846701009600
1996-05-01 70.007321563550110
1996-06-01 70.339040367004800
1996-07-01 70.750439331548900
1996-08-01 71.269957340891410
1996-09-01 71.348613644171000
1996-10-01 71.453749381498100
1996-11-01 71.801931659539900
1996-12-01 71.982068966385600
1997-01-01 72.592319979324500
1997-02-01 72.690824086840000
1997-03-01 73.160372620661700
1997-04-01 73.185576492800410
1997-05-01 73.692101800945600
1997-06-01 74.087205216031900
1997-07-01 74.797325404432000
1997-08-01 74.861878582020990
1997-09-01 75.474939209624600
1997-10-01 75.532492575165590
1997-11-01 75.438623950842100
1997-12-01 75.633443707793200
1998-01-01 75.831709484144600
1998-02-01 75.608869266273700
1998-03-01 75.210579063255000
1998-04-01 75.765047414804600
1998-05-01 76.270766742349300
1998-06-01 76.136030326821100
1998-07-01 75.722835401911000
1998-08-01 76.276532996318300
1998-09-01 76.640170797771600
1998-10-01 77.041339744826590
1998-11-01 77.605686510112490
1998-12-01 77.793289425650800
1999-01-01 77.639634850926300
1999-02-01 78.212258962643590
1999-03-01 78.158751732296900
1999-04-01 78.518972645149900
1999-05-01 78.216430719294790
1999-06-01 78.407637814198410
1999-07-01 78.186991300596200
1999-08-01 78.391641580245700
1999-09-01 78.102579030059200
1999-10-01 78.362032647145000
1999-11-01 78.470480103743410
1999-12-01 78.574544029931500
2000-01-01 79.248605778437790
2000-02-01 78.869895723541300
2000-03-01 79.107996364133900
2000-04-01 79.373641274649200
2000-05-01 79.679771136318900
2000-06-01 79.401722898423600
2000-07-01 79.249665343454710
2000-08-01 79.204879902194500
2000-09-01 79.232863259803500
2000-10-01 79.543196106796800
2000-11-01 79.741130347279790
2000-12-01 80.073938706716590
2001-01-01 79.866497006054910
2001-02-01 80.008638975746690
2001-03-01 80.445822166192410
2001-04-01 80.564130503181590
2001-05-01 80.742314737488500
2001-06-01 81.327299636239200
2001-07-01 81.833905485315580
2001-08-01 81.948782910410200
2001-09-01 81.887811257100600
2001-10-01 81.971330339681800
2001-11-01 82.101607434474300
2001-12-01 82.256859223949700
2002-01-01 82.536412813113200
2002-02-01 82.658997437733400
2002-03-01 82.791785651299800
2002-04-01 82.877220311301600
2002-05-01 83.348726903754600
2002-06-01 83.540323147953200
2002-07-01 84.071365192383000
2002-08-01 84.818451769534200
2002-09-01 84.921287379049800
2002-10-01 84.452715932863910
2002-11-01 84.864376456640400
2002-12-01 84.835418961283300
2003-01-01 85.626356657447400
2003-02-01 85.512953752308290
2003-03-01 85.347587757776300
2003-04-01 85.812015919345800
2003-05-01 85.954157576750290
2003-06-01 84.827701416972500
2003-07-01 85.421964412756300
2003-08-01 85.383143414313200
2003-09-01 85.744934956366790
2003-10-01 86.449140865342100
2003-11-01 86.512519919661400
2003-12-01 85.694495154302300
2004-01-01 86.614165238826290
2004-02-01 87.582954231273990
2004-03-01 87.445687899823910
2004-04-01 86.634335129953600
2004-05-01 86.373741367340410
2004-06-01 85.449233208203710
2004-07-01 86.073586937325500
2004-08-01 85.826533600379000
2004-09-01 86.605290882903190
2004-10-01 89.560960543403500
2004-11-01 89.034370168974400
2004-12-01 89.432827780902200
2005-01-01 88.615225433032000
2005-02-01 88.970463851586590
2005-03-01 89.247323379841500
2005-04-01 89.957070378213500
2005-05-01 90.355046755958600
2005-06-01 91.483636908187500
2005-07-01 92.511322344617200
2005-08-01 92.277347856139910
2005-09-01 92.025052119708500
2005-10-01 92.510365112830410
2005-11-01 92.954121014122500
2005-12-01 93.526593612104800
2006-01-01 95.148105182235000
2006-02-01 94.721081417612800
2006-03-01 95.076332413383800
2006-04-01 93.470952208645300
2006-05-01 93.835261898719300
2006-06-01 94.078688783898410
2006-07-01 94.249729337072900
2006-08-01 94.982000419998910
2006-09-01 95.295346927307920
2006-10-01 95.688427459350490
2006-11-01 96.297351914911190
2006-12-01 97.131650640326810
2007-01-01 96.265880359042700
2007-02-01 97.098438051372580
2007-03-01 97.315034709176900
2007-04-01 97.276088200273210
2007-05-01 97.574958939015100
2007-06-01 98.116070585602400
2007-07-01 98.120273633361790
2007-08-01 98.783144663530900
2007-09-01 99.252028334798510
2007-10-01 99.172598835584510
2007-11-01 99.860584565815700
2007-12-01 99.847805713120410
2008-01-01 100.154281237400000
2008-02-01 101.211317153076990
2008-03-01 101.172968370726000
2008-04-01 101.764890821575000
2008-05-01 102.212294102419000
2008-06-01 102.241808209599000
2008-07-01 102.280527829102000
2008-08-01 102.492403791908000
2008-09-01 102.846582282619000
2008-10-01 102.942674074319000
2008-11-01 103.238122727803000
2008-12-01 104.172330821791990
2009-01-01 104.130904897366010
2009-02-01 104.093927922007990
2009-03-01 104.491564962416990
2009-04-01 104.856863018672000
2009-05-01 105.379714668062990
2009-06-01 105.557273443013000
2009-07-01 106.639740943309010
2009-08-01 106.820642564445000
2009-09-01 107.150793036931990
2009-10-01 107.684959496986010
2009-11-01 107.533646602870010
2009-12-01 107.893970733938000
2010-01-01 107.807119111079000
2010-02-01 107.755756069123000
2010-03-01 108.218748089505000
2010-04-01 108.442246462714010
2010-05-01 108.603337381534000
2010-06-01 108.436444249947000
2010-07-01 108.828231334878010
2010-08-01 108.788136491250000
2010-09-01 109.529387449549000
2010-10-01 110.171657582859990
2010-11-01 110.439244139239010
2010-12-01 110.863796363061010
2011-01-01 111.998658615517000
2011-02-01 111.361723828583000
2011-03-01 112.026984203933000
2011-04-01 112.744825385051000
2011-05-01 113.133348368649010
2011-06-01 113.899691470062010
2011-07-01 113.658837660811000
2011-08-01 113.631550732292000
2011-09-01 114.800474395238000
2011-10-01 114.484770275150000
2011-11-01 114.928218299637000
2011-12-01 115.362303203296000
2012-01-01 115.886758935547010
2012-02-01 116.118152025926990
2012-03-01 116.362713428932990
2012-04-01 115.950943455140990
2012-05-01 116.060439042306000
2012-06-01 116.619111412246000
2012-07-01 116.961985083629000
2012-08-01 117.444311866608000
2012-09-01 117.675138279952000
2012-10-01 117.967199326282000
2012-11-01 118.233177326627000
2012-12-01 118.613097921485010
2013-01-01 118.659853323582000
2013-02-01 119.324521450515010
2013-03-01 119.594050313388010
2013-04-01 120.262866852624000
2013-05-01 120.372210177968000
2013-06-01 120.555434986828000
2013-07-01 120.735842369905000
2013-08-01 121.174464127597000
2013-09-01 121.019132441954000
2013-10-01 121.383007815602000
2013-11-01 121.576482000942010
2013-12-01 121.271831163142000
2014-01-01 121.199984613678000
2014-02-01 121.229594553757990
2014-03-01 121.447426283759000
2014-04-01 121.149014521767000
2014-05-01 121.485874988943990
2014-06-01 121.809782818668990
2014-07-01 121.433534255329000
2014-08-01 122.227592990182000
2014-09-01 122.670015848089010
2014-10-01 123.005413327061000
2014-11-01 123.532353926147990
2014-12-01 123.710517815084000
2015-01-01 124.739047522159000
2015-02-01 125.370291671987990
2015-03-01 125.478868186198000
2015-04-01 126.442271654265000
2015-05-01 127.109412001100010
2015-06-01 127.184543655958010
2015-07-01 127.776761388215010
2015-08-01 127.829360026734010
2015-09-01 128.083524762734000
2015-10-01 128.288117453756000
2015-11-01 128.376057034782000
2015-12-01 128.684779611889980
2016-01-01 128.976552743149000
2016-02-01 129.124517001708000
2016-03-01 129.325605724963000
2016-04-01 129.641878621086000
2016-05-01 130.245323400152000
2016-06-01 129.477364807184000
2016-07-01 130.608524891893000
2016-08-01 130.738977727480000
2016-09-01 131.093462541910980
2016-10-01 130.942074791270020
2016-11-01 131.589803829009980
2016-12-01 131.845481335391000
2017-01-01 133.202139914935000
2017-02-01 133.486765212114000
2017-03-01 133.985825280962020
2017-04-01 134.192328811741020
2017-05-01 134.326454015354980
2017-06-01 135.102451953749000
2017-07-01 135.148959082465980
2017-08-01 135.441417586262000
2017-09-01 135.708761747919000
2017-10-01 135.907894650421000
2017-11-01 136.357197228586020
2017-12-01 136.359557197822000
2018-01-01 136.347318369450000
2018-02-01 136.574416549604000
2018-03-01 136.991369489836980
2018-04-01 137.335599719825980
2018-05-01 137.523446968239000
2018-06-01 138.056531385765000
2018-07-01 137.985026256191020
2018-08-01 138.200735878209000
2018-09-01 138.577669216321000
2018-10-01 138.599764225144000
2018-11-01 138.855264383059000
2018-12-01 139.585029978568000
2019-01-01 139.517440673867000
2019-02-01 140.123910360592000
2019-03-01 140.639077664002000
2019-04-01 140.462519187284000
2019-05-01 141.016775256081020
2019-06-01 140.717454370342000
2019-07-01 141.032409303211000
2019-08-01 141.632257984112000
2019-09-01 142.151212318306000
2019-10-01 142.067868230849000
2019-11-01 142.429908128976000
2019-12-01 142.335155395526020
2020-01-01 143.714722622530000
2020-02-01 144.184213396487000
2020-03-01 143.972637248834990
2020-04-01 128.157951589850000
2020-05-01 132.048946263615000
2020-06-01 133.760268062218000
2020-07-01 134.773076814727000
2020-08-01 135.066819465449020
2020-09-01 135.721595089924000
2020-10-01 137.299490014735000
2020-11-01 137.452796950910000
2020-12-01 138.211826318833000
2021-01-01 138.333484433560020
2021-02-01 138.031342917163000
2021-03-01 139.100617461649000
2021-04-01 140.038031475460000
2021-05-01 140.206207567247020
2021-06-01 140.661728617655000
2021-07-01 141.207840135856000
2021-08-01 141.427672393222000
2021-09-01 141.148907943019000
2021-10-01 142.118825959174980
2021-11-01 142.337080319891000
2021-12-01 142.739420902824000
2022-01-01 141.805289386793000
2022-02-01 142.761313141749980
2022-03-01 143.673770416499000
2022-04-01 145.197161989991000
2022-05-01 145.954923412444000
2022-06-01 145.751184883542000
2022-07-01 147.908888087827000
2022-08-01 148.921170525644000
2022-09-01 149.646914168927000
2022-10-01 150.052970250988000
2022-11-01 151.094510655709000
2022-12-01 150.455154547339000
2023-01-01 152.803001178462000
2023-02-01 154.103342112743000
2023-03-01 154.415606073077000
2023-04-01 154.643708353641000
2023-05-01 155.408401192768000
2023-06-01 155.762397025880000
2023-07-01 155.340904075417000
2023-08-01 156.049130614449000
2023-09-01 156.491636493160000
2023-10-01 156.934740969854000
2023-11-01 157.510177409514000
2023-12-01 157.452483539271000
2024-01-01 158.408719564746000
2024-02-01 158.382557987183000
2024-03-01 159.101647728264000
2024-04-01 158.828483127854000
2024-05-01 158.713936541725020
2024-06-01 159.126770064199000
2024-07-01 159.880277451259000
2024-08-01 160.391861607567000
2024-09-01 161.317464757835000

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