Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Education and Health Services in Dallas-Plano-Irving, TX (MD)
Series ID SMU48191246500000001SA
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 6:46 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
1990-01-01 108.67192719720800
1990-02-01 109.66195978224300
1990-03-01 110.17182048881399
1990-04-01 110.70597979285700
1990-05-01 111.73229483678101
1990-06-01 112.43385788618099
1990-07-01 113.29964969527700
1990-08-01 114.37764577108900
1990-09-01 114.20448165198700
1990-10-01 114.51140194530700
1990-11-01 115.39418996021601
1990-12-01 115.64282754502100
1991-01-01 114.24820267092000
1991-02-01 114.91976727420999
1991-03-01 116.00603795695300
1991-04-01 117.21972639690000
1991-05-01 117.65432534829000
1991-06-01 117.93677176045401
1991-07-01 119.20490140271800
1991-08-01 119.50215352873900
1991-09-01 119.76040671968599
1991-10-01 120.45019258904900
1991-11-01 120.91895349081899
1991-12-01 121.55370463534600
1992-01-01 122.66024015375800
1992-02-01 123.34600031835899
1992-03-01 123.57033727047100
1992-04-01 123.81028710227801
1992-05-01 124.03822017464000
1992-06-01 124.28360414212601
1992-07-01 124.66121391274500
1992-08-01 125.96822317539600
1992-09-01 126.32811196844700
1992-10-01 127.47232276583500
1992-11-01 127.13638463255800
1992-12-01 127.63726019995800
1993-01-01 127.81913699905500
1993-02-01 127.99391043031300
1993-03-01 128.61518393357300
1993-04-01 127.50505767087499
1993-05-01 127.94182553333500
1993-06-01 128.43296558922200
1993-07-01 128.98395220339000
1993-08-01 129.07634441850000
1993-09-01 129.85300435836300
1993-10-01 129.85519317812200
1993-11-01 130.19099170090800
1993-12-01 130.75024240686200
1994-01-01 130.83665033106400
1994-02-01 131.02456179529000
1994-03-01 131.21363243228902
1994-04-01 132.95677630339200
1994-05-01 133.10045130418900
1994-06-01 133.96779431488198
1994-07-01 134.71035437248400
1994-08-01 134.67449736422200
1994-09-01 135.14433290844700
1994-10-01 135.76517187775000
1994-11-01 136.55023190319500
1994-12-01 136.96083199465100
1995-01-01 137.19839675628700
1995-02-01 137.83429644150300
1995-03-01 138.52260509277800
1995-04-01 140.50220187300900
1995-05-01 140.86200660286502
1995-06-01 141.62141692978600
1995-07-01 141.90868918873000
1995-08-01 142.72093234180200
1995-09-01 143.49728733739000
1995-10-01 144.52397446337298
1995-11-01 145.31623215142200
1995-12-01 145.80457350547002
1996-01-01 146.28476946256100
1996-02-01 146.50740399194500
1996-03-01 147.42280528603200
1996-04-01 147.02814530274000
1996-05-01 147.66286335455600
1996-06-01 147.74917958134100
1996-07-01 147.02852062969600
1996-08-01 147.69586374928600
1996-09-01 148.31996060682502
1996-10-01 149.93756208740600
1996-11-01 150.76804033047100
1996-12-01 151.14184054986700
1997-01-01 153.34213524558700
1997-02-01 154.35097805084200
1997-03-01 155.19448200255502
1997-04-01 155.13401903854500
1997-05-01 156.51859483365900
1997-06-01 156.93956464449900
1997-07-01 157.91898842019500
1997-08-01 158.72039889426600
1997-09-01 159.83725044841998
1997-10-01 158.42148706643000
1997-11-01 158.58842343717600
1997-12-01 158.61726956998400
1998-01-01 158.64456039474500
1998-02-01 159.12333905636000
1998-03-01 159.05766465330900
1998-04-01 160.43499952904100
1998-05-01 160.11679653151500
1998-06-01 160.57284922440200
1998-07-01 160.48378041273898
1998-08-01 160.54151830306802
1998-09-01 160.69838082184800
1998-10-01 159.75212591287300
1998-11-01 160.79130228475500
1998-12-01 160.89496996767500
1999-01-01 160.90355343824800
1999-02-01 160.87899264044000
1999-03-01 160.86677878065000
1999-04-01 160.70322265392798
1999-05-01 160.40875990996600
1999-06-01 160.66544916219100
1999-07-01 161.52965970694500
1999-08-01 162.22191660170600
1999-09-01 162.71266739851700
1999-10-01 163.56912849527000
1999-11-01 163.76854034243600
1999-12-01 164.01294215798800
2000-01-01 163.44365316650600
2000-02-01 163.29479463937000
2000-03-01 164.37204072226498
2000-04-01 164.26130591215798
2000-05-01 164.88101703154499
2000-06-01 165.18073190215900
2000-07-01 165.69915062698700
2000-08-01 165.92556712692600
2000-09-01 167.15407511243401
2000-10-01 166.99946256055800
2000-11-01 167.13648054855102
2000-12-01 167.40735280713100
2001-01-01 169.58497808516302
2001-02-01 170.37029662042300
2001-03-01 170.87773291409300
2001-04-01 171.58449492508900
2001-05-01 172.60273385533500
2001-06-01 174.68396522040000
2001-07-01 174.34288662152800
2001-08-01 174.69407454183500
2001-09-01 174.79250276074800
2001-10-01 175.01780271020002
2001-11-01 175.48193635826698
2001-12-01 175.90032847839200
2002-01-01 177.57192450106800
2002-02-01 178.06009741972400
2002-03-01 178.22682924272598
2002-04-01 179.01685727723802
2002-05-01 179.95141290528198
2002-06-01 179.60280782001500
2002-07-01 178.68567516681200
2002-08-01 179.87387865366200
2002-09-01 180.43054551237202
2002-10-01 180.33748868490600
2002-11-01 181.42365102127500
2002-12-01 182.13652235132800
2003-01-01 184.98436323027698
2003-02-01 184.70768445345902
2003-03-01 185.18885357884702
2003-04-01 184.70760824938202
2003-05-01 185.14288863974900
2003-06-01 185.47924974567502
2003-07-01 186.20742268501900
2003-08-01 186.52934092400503
2003-09-01 186.51451097505800
2003-10-01 187.35957776855100
2003-11-01 187.54185272573798
2003-12-01 187.14959670428502
2004-01-01 186.48002625188300
2004-02-01 186.88035379322602
2004-03-01 187.58867171256000
2004-04-01 188.78089232660800
2004-05-01 189.28429744148200
2004-06-01 188.63884665026800
2004-07-01 190.35310715096500
2004-08-01 190.74281949952000
2004-09-01 191.26521064941102
2004-10-01 192.98261264052700
2004-11-01 193.88056652338500
2004-12-01 194.91755043583402
2005-01-01 193.94955195156700
2005-02-01 194.33575632852700
2005-03-01 194.74915109746000
2005-04-01 196.20842464502200
2005-05-01 196.55787194762600
2005-06-01 196.00590481747003
2005-07-01 198.83651420104800
2005-08-01 198.52773871560300
2005-09-01 199.50790753692600
2005-10-01 200.82473336357200
2005-11-01 201.03221835902000
2005-12-01 201.34903584242900
2006-01-01 203.20478560884900
2006-02-01 203.39307071555697
2006-03-01 203.01169610585097
2006-04-01 204.49741566624100
2006-05-01 204.88141428940602
2006-06-01 206.97218331792098
2006-07-01 206.78334990408300
2006-08-01 209.33010734477700
2006-09-01 210.44437669417300
2006-10-01 210.61305611695500
2006-11-01 211.45540851560003
2006-12-01 213.23661241808998
2007-01-01 213.06673858288602
2007-02-01 215.04604135529900
2007-03-01 216.95154589013802
2007-04-01 217.07457722592702
2007-05-01 218.22472685633000
2007-06-01 218.99780092577097
2007-07-01 219.09564229216200
2007-08-01 220.31522339274701
2007-09-01 220.98521474364202
2007-10-01 221.59177494035900
2007-11-01 222.74112094282100
2007-12-01 223.20637188993302
2008-01-01 224.97948349727700
2008-02-01 226.65746126193100
2008-03-01 226.27932771281400
2008-04-01 225.38035696410400
2008-05-01 227.45832962772300
2008-06-01 226.91608474266700
2008-07-01 228.28900801704700
2008-08-01 228.74529638783600
2008-09-01 229.37585084980302
2008-10-01 229.55516701216700
2008-11-01 230.92453632858700
2008-12-01 232.12092842606998
2009-01-01 233.44484850500000
2009-02-01 234.11125707460400
2009-03-01 235.12226638479697
2009-04-01 235.94670905094100
2009-05-01 236.99631031673900
2009-06-01 238.17453684720698
2009-07-01 239.82330898921100
2009-08-01 240.27907293279500
2009-09-01 241.54012548836602
2009-10-01 243.48702734011502
2009-11-01 244.04020196552700
2009-12-01 244.76094047870203
2010-01-01 243.98537462531100
2010-02-01 244.81934481334200
2010-03-01 246.24015645088600
2010-04-01 247.58522837520600
2010-05-01 248.38676166941002
2010-06-01 249.35153485283200
2010-07-01 249.18315203831100
2010-08-01 249.96945807360802
2010-09-01 249.94343940256599
2010-10-01 251.39497053774602
2010-11-01 251.61356629025698
2010-12-01 252.30730315729500
2011-01-01 252.95579533994800
2011-02-01 252.22182645375200
2011-03-01 253.91336302296100
2011-04-01 254.85817638763902
2011-05-01 255.64020572023400
2011-06-01 256.71443103998797
2011-07-01 258.09089679916700
2011-08-01 258.20919305139000
2011-09-01 259.58037489479200
2011-10-01 258.81507170633800
2011-11-01 259.12970839476200
2011-12-01 260.13953375324100
2012-01-01 260.72320811135200
2012-02-01 261.46762201707400
2012-03-01 262.09657480388000
2012-04-01 261.68274551014600
2012-05-01 261.38763088069100
2012-06-01 261.72984110471800
2012-07-01 261.60638329795300
2012-08-01 261.95753320162000
2012-09-01 262.40916784091100
2012-10-01 261.98307603233300
2012-11-01 262.32307772820803
2012-12-01 262.86641821872400
2013-01-01 262.31553962644796
2013-02-01 263.42655799188200
2013-03-01 263.63136623465500
2013-04-01 264.96779782723400
2013-05-01 265.62452878572100
2013-06-01 265.94506572584800
2013-07-01 266.22601430574500
2013-08-01 267.61202397064400
2013-09-01 269.03977479412400
2013-10-01 269.52484813223900
2013-11-01 270.90811515797900
2013-12-01 271.24662733785300
2014-01-01 272.84475886198600
2014-02-01 273.70214054956796
2014-03-01 274.49533996412600
2014-04-01 274.73059637076300
2014-05-01 275.63444452691100
2014-06-01 276.72660981400600
2014-07-01 277.20352856394400
2014-08-01 278.72930545244200
2014-09-01 279.40393940331296
2014-10-01 281.11501853165004
2014-11-01 282.31519851936600
2014-12-01 283.51060575728700
2015-01-01 282.48260177584200
2015-02-01 282.96177944312200
2015-03-01 283.34396114815900
2015-04-01 285.81604198918200
2015-05-01 287.60462054379400
2015-06-01 288.80460847652000
2015-07-01 290.05915366841000
2015-08-01 290.81712238580800
2015-09-01 290.25770409692797
2015-10-01 292.22324421539000
2015-11-01 293.46720212186600
2015-12-01 294.32978329867600
2016-01-01 295.36338187162300
2016-02-01 296.04115234163896
2016-03-01 296.54058562527200
2016-04-01 296.88164935617500
2016-05-01 297.50705774056600
2016-06-01 297.78858489837796
2016-07-01 298.91869420096500
2016-08-01 299.77977017231800
2016-09-01 301.16810060639000
2016-10-01 301.72263192087400
2016-11-01 301.92504507756500
2016-12-01 302.06074307875600
2017-01-01 304.48899940172800
2017-02-01 305.57851954476104
2017-03-01 306.67421308761200
2017-04-01 307.23570952915696
2017-05-01 307.38507366925800
2017-06-01 308.81855754558603
2017-07-01 306.46918228020303
2017-08-01 307.32568957394300
2017-09-01 308.32686096997900
2017-10-01 308.20717191267800
2017-11-01 308.71891442605704
2017-12-01 309.54754195998600
2018-01-01 310.45285318723900
2018-02-01 310.81927317867200
2018-03-01 311.79004690027404
2018-04-01 311.01204459150800
2018-05-01 311.77052227165200
2018-06-01 313.46166717698300
2018-07-01 314.42328172502000
2018-08-01 315.35881941465700
2018-09-01 315.49037769872600
2018-10-01 315.60745608303100
2018-11-01 316.07809398720900
2018-12-01 317.08220039465500
2019-01-01 317.06572432113400
2019-02-01 318.41023871416900
2019-03-01 319.38808414259900
2019-04-01 319.91301025411800
2019-05-01 321.22521081426896
2019-06-01 321.90319474069500
2019-07-01 322.02709234940400
2019-08-01 323.16700357110500
2019-09-01 323.04632994086000
2019-10-01 323.52791935156500
2019-11-01 324.33881096733000
2019-12-01 324.59793615787000
2020-01-01 325.63362602835700
2020-02-01 326.62848545928904
2020-03-01 326.10269636169100
2020-04-01 285.09116859901600
2020-05-01 297.29493308761397
2020-06-01 304.81811277259300
2020-07-01 306.10769246269200
2020-08-01 307.12831645246300
2020-09-01 308.74822872487897
2020-10-01 311.75535052659400
2020-11-01 313.24813371303400
2020-12-01 314.87975926349100
2021-01-01 315.88050573939097
2021-02-01 314.08531332242700
2021-03-01 316.38178441736200
2021-04-01 316.35857075264300
2021-05-01 316.45393230727797
2021-06-01 316.96460652575803
2021-07-01 319.59619567707904
2021-08-01 319.07810328904300
2021-09-01 318.05625145040403
2021-10-01 320.33946736779600
2021-11-01 320.69888680897800
2021-12-01 322.40090239315300
2022-01-01 321.93514521373500
2022-02-01 322.46593277927300
2022-03-01 322.77077311766703
2022-04-01 326.61246091814803
2022-05-01 327.85303350871203
2022-06-01 327.47807403577497
2022-07-01 331.26622749387100
2022-08-01 332.24668919540903
2022-09-01 333.96441110381903
2022-10-01 335.24017839102800
2022-11-01 336.90352232138900
2022-12-01 338.02734569172100
2023-01-01 340.13385722665500
2023-02-01 341.29815674997500
2023-03-01 343.34320498824600
2023-04-01 344.71599337750800
2023-05-01 347.23759284757597
2023-06-01 347.65413897388703
2023-07-01 347.95862067444800
2023-08-01 349.14173546795500
2023-09-01 349.51980064379000
2023-10-01 350.95612159794700
2023-11-01 351.78509581395400
2023-12-01 352.33813830100300
2024-01-01 353.57378318564200
2024-02-01 355.44040167250000
2024-03-01 356.01304982067400
2024-04-01 357.55507431349100
2024-05-01 357.37035576566103
2024-06-01 358.38500607206197
2024-07-01 358.34622121973604
2024-08-01 359.09241193226100
2024-09-01 362.00404010495400
2024-10-01 360.64255875740304
2024-11-01 361.85307124014500
2024-12-01 361.65734403378303

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