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

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Dallas-Plano-Irving, TX (MD)
Series ID SMU48191246562100001SA
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 2026-07-01
Last Updated 2026-08-21 6:39 PM 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 33.8105323911594
1990-02-01 34.1675969682351
1990-03-01 34.2553553948434
1990-04-01 34.4374992356877
1990-05-01 34.7494790258639
1990-06-01 35.0103065439829
1990-07-01 35.4732720499258
1990-08-01 35.9482455622591
1990-09-01 36.2981059467637
1990-10-01 36.5824554467842
1990-11-01 36.9249231864546
1990-12-01 37.0795297628963
1991-01-01 35.8332288127310
1991-02-01 35.9892268136896
1991-03-01 36.2681187044113
1991-04-01 36.6350507177357
1991-05-01 36.8445373570668
1991-06-01 37.0907160224758
1991-07-01 37.2753440920137
1991-08-01 37.4492288167436
1991-09-01 37.5000668951535
1991-10-01 37.9798959354566
1991-11-01 37.9214839147796
1991-12-01 38.1662449613446
1992-01-01 38.3549204278772
1992-02-01 38.6216544814347
1992-03-01 38.8886949305175
1992-04-01 39.0215833332251
1992-05-01 39.2461507588893
1992-06-01 39.3648583053029
1992-07-01 39.5842061509255
1992-08-01 39.7599728745724
1992-09-01 39.9996431631700
1992-10-01 40.4724927461513
1992-11-01 40.4105804873018
1992-12-01 40.6374993033951
1993-01-01 41.8939755315731
1993-02-01 41.9522086297586
1993-03-01 42.1118366847507
1993-04-01 42.0975146670012
1993-05-01 42.3417998918462
1993-06-01 42.7422525705972
1993-07-01 42.9070940732846
1993-08-01 43.0718479425405
1993-09-01 43.5979021618250
1993-10-01 43.4647162492339
1993-11-01 43.6955529353243
1993-12-01 44.0071963326696
1994-01-01 42.9803347526540
1994-02-01 43.2458657260129
1994-03-01 43.0129470063803
1994-04-01 43.9738582494862
1994-05-01 44.2509762813978
1994-06-01 44.4407109421898
1994-07-01 46.0431629560448
1994-08-01 46.2928330633033
1994-09-01 46.4849155136182
1994-10-01 46.8532456882151
1994-11-01 47.4891004063685
1994-12-01 47.7826292997140
1995-01-01 47.7088791651990
1995-02-01 48.0519196512521
1995-03-01 48.2335552385460
1995-04-01 48.7475385919701
1995-05-01 49.0451050430677
1995-06-01 49.5374283392230
1995-07-01 50.7873313436428
1995-08-01 51.2060563332496
1995-09-01 51.7665208122467
1995-10-01 52.1384783594076
1995-11-01 52.5924617683670
1995-12-01 53.0616455330040
1996-01-01 52.8262586855446
1996-02-01 53.2505213140268
1996-03-01 53.6387239023506
1996-04-01 54.1161845186540
1996-05-01 54.7555400096256
1996-06-01 54.6207113406467
1996-07-01 54.8249997116158
1996-08-01 55.2118664902080
1996-09-01 55.3476706308948
1996-10-01 56.8360193774185
1996-11-01 57.2229590658138
1996-12-01 57.5594195118564
1997-01-01 58.1488701953375
1997-02-01 58.4561870952499
1997-03-01 59.0232614174392
1997-04-01 58.6977371904654
1997-05-01 59.5554302231775
1997-06-01 59.8881105490492
1997-07-01 60.4235343498932
1997-08-01 60.9043655700608
1997-09-01 61.5226536773152
1997-10-01 61.9638294337052
1997-11-01 62.0911765526082
1997-12-01 62.3755961143025
1998-01-01 61.0389319891473
1998-02-01 61.1452692486694
1998-03-01 60.9831518147106
1998-04-01 60.8021129076033
1998-05-01 60.6722230058359
1998-06-01 60.4663514839960
1998-07-01 60.4565593046864
1998-08-01 60.4856561347308
1998-09-01 60.7104830035624
1998-10-01 59.9175075592551
1998-11-01 60.8853041315960
1998-12-01 61.0405717846972
1999-01-01 58.7869607639670
1999-02-01 58.9968702763082
1999-03-01 59.3585085774488
1999-04-01 57.7326264739873
1999-05-01 57.4791265824010
1999-06-01 57.8899605861046
1999-07-01 57.5587625853026
1999-08-01 57.8480644990595
1999-09-01 57.6918356687259
1999-10-01 57.8739283539767
1999-11-01 58.0495898040130
1999-12-01 58.2140378783859
2000-01-01 57.8577588588194
2000-02-01 58.1603708482918
2000-03-01 58.5551665874907
2000-04-01 57.3708650292765
2000-05-01 57.9004365383679
2000-06-01 58.2184263545364
2000-07-01 58.4659934270752
2000-08-01 58.2772219311009
2000-09-01 58.6689703569577
2000-10-01 58.5063079109372
2000-11-01 58.4575030928249
2000-12-01 58.5532139672076
2001-01-01 59.3601493549379
2001-02-01 59.8512375799947
2001-03-01 60.1761349305105
2001-04-01 60.6351855759609
2001-05-01 60.9236966712960
2001-06-01 61.5673537922416
2001-07-01 61.5727690436603
2001-08-01 61.7013372286312
2001-09-01 61.7285601529954
2001-10-01 62.2085203412170
2001-11-01 62.4325984098835
2001-12-01 62.3775416272479
2002-01-01 63.3632453436384
2002-02-01 63.9543745753815
2002-03-01 63.9049002081292
2002-04-01 64.4039315830805
2002-05-01 64.8794782906302
2002-06-01 65.0482920311327
2002-07-01 65.5065313238718
2002-08-01 66.3238597208583
2002-09-01 66.6121708651433
2002-10-01 66.6555624622458
2002-11-01 67.0742841726193
2002-12-01 67.1857458224175
2003-01-01 67.6497526482099
2003-02-01 67.8414683118775
2003-03-01 68.2516022386025
2003-04-01 68.2701931973678
2003-05-01 68.6463851201533
2003-06-01 68.9244278562068
2003-07-01 69.4876295602734
2003-08-01 69.9822021761187
2003-09-01 70.2950826537094
2003-10-01 70.4907853581136
2003-11-01 70.8999701444587
2003-12-01 70.9872296440201
2004-01-01 70.9184940349712
2004-02-01 71.1415927712526
2004-03-01 71.6720034840265
2004-04-01 71.8047035293668
2004-05-01 72.1229103798009
2004-06-01 71.9578723783233
2004-07-01 73.1196468846354
2004-08-01 73.2702876872248
2004-09-01 73.7134916331710
2004-10-01 74.3278069011762
2004-11-01 74.5147423625978
2004-12-01 74.9576128311594
2005-01-01 75.5108886021382
2005-02-01 75.7581683954629
2005-03-01 75.9966257614928
2005-04-01 76.4396585691978
2005-05-01 76.6631348205844
2005-06-01 76.3404726747967
2005-07-01 77.9469635295984
2005-08-01 77.9965629255150
2005-09-01 78.2401812847978
2005-10-01 78.9864945289553
2005-11-01 79.3512550765057
2005-12-01 79.8173045628177
2006-01-01 80.5025790395579
2006-02-01 81.0831078444786
2006-03-01 81.1197001165558
2006-04-01 82.0541201957237
2006-05-01 82.4718866210619
2006-06-01 83.3116353093866
2006-07-01 83.4667340725238
2006-08-01 84.0308342630660
2006-09-01 84.5019517464143
2006-10-01 84.5445071673868
2006-11-01 85.0946030759489
2006-12-01 85.9462672214362
2007-01-01 85.6216567647704
2007-02-01 86.4873025023918
2007-03-01 87.2490894948372
2007-04-01 87.7885031740490
2007-05-01 88.1462413860693
2007-06-01 88.6925863169313
2007-07-01 88.7990697682506
2007-08-01 89.2597221422162
2007-09-01 90.0547246205534
2007-10-01 90.5209247871381
2007-11-01 91.1363274598211
2007-12-01 91.5477238784806
2008-01-01 91.9653142067414
2008-02-01 92.4096040189363
2008-03-01 92.5428523863534
2008-04-01 92.8239140873150
2008-05-01 93.6294548434966
2008-06-01 94.0206436069731
2008-07-01 94.6368323472834
2008-08-01 94.9753384701894
2008-09-01 95.1860503071994
2008-10-01 95.7859474916314
2008-11-01 96.3700855298597
2008-12-01 96.8155519870062
2009-01-01 97.6378829429501
2009-02-01 97.9223323904217
2009-03-01 98.1236210188152
2009-04-01 99.2962779858805
2009-05-01 99.7328808064702
2009-06-01 100.1768901683760
2009-07-01 101.0762703853540
2009-08-01 101.3656744514220
2009-09-01 101.9068610822610
2009-10-01 102.5257903572930
2009-11-01 102.8011545643570
2009-12-01 103.2663116273410
2010-01-01 103.4101412005510
2010-02-01 103.4339941096360
2010-03-01 104.5013256091820
2010-04-01 104.6534804391480
2010-05-01 105.2654282695970
2010-06-01 105.6739940921820
2010-07-01 105.6302658659530
2010-08-01 106.0465206927850
2010-09-01 106.2912714126130
2010-10-01 107.2574687782030
2010-11-01 107.3512838351050
2010-12-01 107.8542116401510
2011-01-01 108.0620251530530
2011-02-01 108.0200168732740
2011-03-01 108.9770435623180
2011-04-01 109.7280454210480
2011-05-01 110.0052628886940
2011-06-01 110.3497658076300
2011-07-01 111.3137249439040
2011-08-01 111.8956307015800
2011-09-01 112.6434399190040
2011-10-01 112.7168528946040
2011-11-01 112.9995894097280
2011-12-01 113.4555689801920
2012-01-01 113.8083111446960
2012-02-01 114.2325227538510
2012-03-01 114.5690136563960
2012-04-01 114.9705638309150
2012-05-01 115.3434456563030
2012-06-01 115.8233113142510
2012-07-01 116.0702563942390
2012-08-01 116.5475020848990
2012-09-01 116.8720354021390
2012-10-01 117.5132560395030
2012-11-01 117.9857775055340
2012-12-01 118.4047607365470
2013-01-01 118.4153331516940
2013-02-01 119.1363574626590
2013-03-01 119.5732387692530
2013-04-01 119.5968982765240
2013-05-01 120.0581473695420
2013-06-01 120.2694959803770
2013-07-01 120.3973215625010
2013-08-01 121.1848273893430
2013-09-01 122.0191626329580
2013-10-01 122.5424462785840
2013-11-01 123.7029080288420
2013-12-01 123.6926496048900
2014-01-01 124.8240358328870
2014-02-01 125.2465472357030
2014-03-01 125.7717411298440
2014-04-01 126.0971847029580
2014-05-01 126.6594258925330
2014-06-01 127.3220760533410
2014-07-01 127.7740801525870
2014-08-01 128.6219771285340
2014-09-01 129.1503084378370
2014-10-01 129.6915288895350
2014-11-01 130.2660597483100
2014-12-01 130.5225736616270
2015-01-01 130.6132130952200
2015-02-01 130.9277973207260
2015-03-01 131.3504282574790
2015-04-01 132.7960286178330
2015-05-01 133.7672008847740
2015-06-01 134.4426753535300
2015-07-01 135.4426235437350
2015-08-01 135.7675530315690
2015-09-01 136.0037146720610
2015-10-01 136.6251528209280
2015-11-01 137.2157632089990
2015-12-01 138.0634068820710
2016-01-01 138.4443947133580
2016-02-01 138.7955638055750
2016-03-01 139.2646237342500
2016-04-01 139.7649496404710
2016-05-01 139.7735930419200
2016-06-01 139.9926855235580
2016-07-01 140.1048305543180
2016-08-01 140.5294830448020
2016-09-01 141.5791572615170
2016-10-01 141.2358233501020
2016-11-01 141.3311959229400
2016-12-01 141.2113696943270
2017-01-01 142.9563904542420
2017-02-01 143.5277630129890
2017-03-01 144.1055100574210
2017-04-01 144.0224598972280
2017-05-01 144.3088126666010
2017-06-01 145.2874468555230
2017-07-01 144.7994590574770
2017-08-01 145.1152025380110
2017-09-01 145.8056362775880
2017-10-01 145.2681712893030
2017-11-01 145.5502408007040
2017-12-01 145.9877104240740
2018-01-01 146.7537260453150
2018-02-01 147.2901946292630
2018-03-01 147.9723005442150
2018-04-01 147.5980349625830
2018-05-01 148.1500605017160
2018-06-01 149.1417778609150
2018-07-01 149.3036933885670
2018-08-01 149.3429206076310
2018-09-01 149.5522907776990
2018-10-01 149.9494630196760
2018-11-01 150.0728381471720
2018-12-01 150.1257243598380
2019-01-01 150.5093639784370
2019-02-01 151.3937413613920
2019-03-01 151.8165355045160
2019-04-01 152.7806031719220
2019-05-01 153.2991080525450
2019-06-01 153.6006969151900
2019-07-01 153.7066538043800
2019-08-01 154.4938665693740
2019-09-01 154.4466856038920
2019-10-01 154.4598534871930
2019-11-01 154.6216690406330
2019-12-01 154.6660621424630
2020-01-01 153.8568991959250
2020-02-01 154.6846208161600
2020-03-01 154.6135475952390
2020-04-01 133.2764549588830
2020-05-01 143.9524717322480
2020-06-01 148.1506279154800
2020-07-01 149.5047921730730
2020-08-01 150.5685675429320
2020-09-01 151.5500619293090
2020-10-01 152.9280933841030
2020-11-01 154.0286640373830
2020-12-01 155.3457372424970
2021-01-01 156.1276809530720
2021-02-01 155.9970905482210
2021-03-01 157.2422032684430
2021-04-01 156.6822537160490
2021-05-01 156.8199701906620
2021-06-01 156.9769137566930
2021-07-01 157.7786045066740
2021-08-01 157.5828953909090
2021-09-01 157.0256950583110
2021-10-01 159.1711003150070
2021-11-01 159.2984142940230
2021-12-01 159.7869439540150
2022-01-01 160.2196499583750
2022-02-01 160.7394354848670
2022-03-01 160.8255524522680
2022-04-01 162.1426600957340
2022-05-01 162.5454606128380
2022-06-01 162.2090261434260
2022-07-01 163.3954260101970
2022-08-01 163.9432171851830
2022-09-01 164.5348813578930
2022-10-01 165.6935455854610
2022-11-01 166.2867579264900
2022-12-01 166.2737161464700
2023-01-01 167.3757203373260
2023-02-01 167.9626482070950
2023-03-01 169.0971062180030
2023-04-01 169.7319644004970
2023-05-01 170.6934750590760
2023-06-01 171.2790624657280
2023-07-01 170.8576257538510
2023-08-01 171.3369525941870
2023-09-01 171.6961084759150
2023-10-01 171.8619160779660
2023-11-01 172.2783407295380
2023-12-01 172.5193279354610
2024-01-01 171.6662533911340
2024-02-01 172.6625587748350
2024-03-01 172.5388595168030
2024-04-01 173.1445090345500
2024-05-01 173.6577080678940
2024-06-01 174.0111835310810
2024-07-01 174.2154736338590
2024-08-01 174.6961091578280
2024-09-01 175.3174479685820
2024-10-01 176.1079717161960
2024-11-01 176.4241144195200
2024-12-01 176.9147842704960
2025-01-01 177.9000349074080
2025-02-01 178.7357957404380
2025-03-01 178.9630607980800
2025-04-01 179.7897713009160
2025-05-01 179.7676021080180
2025-06-01 179.7961759642660
2025-07-01 180.7667156436980
2025-08-01 180.9540903343230
2025-09-01 181.3374329550570
2025-10-01 179.8561572579560
2025-11-01 180.4503841047800
2025-12-01 180.9666224542650
2026-01-01 181.2833635677480
2026-02-01 181.3813609621370
2026-03-01 182.2218198664710
2026-04-01 182.0257815756100
2026-05-01 182.5066556216960
2026-06-01 183.4587161154420
2026-07-01 183.8327384067260

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