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

Title All Employees: Education and Health Services: Private Education and Health Services in Fort Worth-Arlington-Grapevine, 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 2026-04-01
Last Updated 2026-05-26 12:55 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 53.4332309536830
1990-02-01 54.5190848958633
1990-03-01 54.8644109328474
1990-04-01 54.7592084889586
1990-05-01 55.3603468432292
1990-06-01 55.4229522982007
1990-07-01 55.9573659834639
1990-08-01 56.4600782399048
1990-09-01 56.8526800454198
1990-10-01 57.8591348870985
1990-11-01 57.9286484868997
1990-12-01 57.8480195813190
1991-01-01 59.0797895903429
1991-02-01 59.0309694064417
1991-03-01 59.2759062095266
1991-04-01 59.4327689862988
1991-05-01 59.9591360310760
1991-06-01 59.6132420150310
1991-07-01 59.7899609723467
1991-08-01 60.0695836630671
1991-09-01 60.1404037850868
1991-10-01 59.9392368010396
1991-11-01 59.7241686840053
1991-12-01 59.5520837451292
1992-01-01 59.2405838663054
1992-02-01 59.4089329921006
1992-03-01 59.4790417502442
1992-04-01 60.0306937196742
1992-05-01 60.1281684797938
1992-06-01 60.4266602637112
1992-07-01 60.3022952628461
1992-08-01 60.0501777219048
1992-09-01 60.1247033762614
1992-10-01 60.3034483302967
1992-11-01 60.7210037001020
1992-12-01 61.0582134354139
1993-01-01 61.3449996770925
1993-02-01 61.2763476307816
1993-03-01 61.4874678305957
1993-04-01 61.6498827651810
1993-05-01 61.7077169561822
1993-06-01 62.0484659956974
1993-07-01 62.3202987297643
1993-08-01 62.6142659987793
1993-09-01 63.0869568007338
1993-10-01 61.7533807855344
1993-11-01 62.1066713873252
1993-12-01 62.0788708848606
1994-01-01 63.3249770984898
1994-02-01 63.3550561223758
1994-03-01 63.5785267489360
1994-04-01 64.0145278390232
1994-05-01 64.1011454743545
1994-06-01 64.0959616131439
1994-07-01 63.5223707976447
1994-08-01 64.3587111210849
1994-09-01 64.5200876654769
1994-10-01 65.0842212538120
1994-11-01 65.1903951151851
1994-12-01 65.2919447824617
1995-01-01 65.6215999258703
1995-02-01 65.9451202266133
1995-03-01 66.3635580424121
1995-04-01 65.8996315247284
1995-05-01 66.4591506050109
1995-06-01 66.3574429004767
1995-07-01 67.7516497045610
1995-08-01 67.6108852814964
1995-09-01 68.1625061233412
1995-10-01 67.7160461767861
1995-11-01 67.6525473396596
1995-12-01 67.8024282298533
1996-01-01 67.6070670303248
1996-02-01 68.0498274951662
1996-03-01 68.1380925606048
1996-04-01 68.3702888713299
1996-05-01 68.7000076377104
1996-06-01 69.0202110737086
1996-07-01 69.3751748257604
1996-08-01 69.8704956684601
1996-09-01 70.0369882429229
1996-10-01 70.0656767150306
1996-11-01 70.4104305552647
1996-12-01 70.5875401189715
1997-01-01 71.2301024920715
1997-02-01 71.2687970535837
1997-03-01 71.7276689534850
1997-04-01 71.7815315842351
1997-05-01 72.2890030459638
1997-06-01 72.6661629925915
1997-07-01 73.3334485241222
1997-08-01 73.3631191673328
1997-09-01 73.9627156181987
1997-10-01 74.0442539843844
1997-11-01 73.9472339581553
1997-12-01 74.1395800327155
1998-01-01 74.4433060869296
1998-02-01 74.1965831254204
1998-03-01 73.7910155860742
1998-04-01 74.3588008116447
1998-05-01 74.8698709234387
1998-06-01 74.7170393421379
1998-07-01 74.4641505383921
1998-08-01 74.8791191562706
1998-09-01 75.2285759127305
1998-10-01 75.6472978180733
1998-11-01 76.2079452925188
1998-12-01 76.3921733562243
1999-01-01 76.2401852427282
1999-02-01 76.8058601136342
1999-03-01 76.7498293635322
1999-04-01 77.1129865969872
1999-05-01 76.8215325385025
1999-06-01 76.9944257369096
1999-07-01 76.8253954621554
1999-08-01 76.9948203296069
1999-09-01 76.6966090595990
1999-10-01 76.9600696178149
1999-11-01 77.0647896802746
1999-12-01 77.1635203550109
2000-01-01 77.8423056461746
2000-02-01 77.4723168382140
2000-03-01 77.7052023825361
2000-04-01 77.9731581756834
2000-05-01 78.2843232916167
2000-06-01 77.9994424409377
2000-07-01 77.8776660982246
2000-08-01 77.8120660074678
2000-09-01 77.8339350960054
2000-10-01 78.1395035049702
2000-11-01 78.3276085150989
2000-12-01 78.6546484790246
2001-01-01 78.4608177079222
2001-02-01 78.5059110407083
2001-03-01 78.9388670057491
2001-04-01 79.0689625370968
2001-05-01 79.2469498810909
2001-06-01 79.8377445259844
2001-07-01 80.4571499719065
2001-08-01 80.4613156338303
2001-09-01 80.4002352776166
2001-10-01 80.4724512916729
2001-11-01 80.5851404875601
2001-12-01 80.7320154816843
2002-01-01 81.0243734331617
2002-02-01 81.0389635948671
2002-03-01 81.1700750984861
2002-04-01 81.2813186552145
2002-05-01 81.7583015427292
2002-06-01 81.9707265201565
2002-07-01 82.4927336529788
2002-08-01 83.2425089437328
2002-09-01 83.2488630933855
2002-10-01 82.8656470527925
2002-11-01 83.2473823854958
2002-12-01 83.2124751013988
2003-01-01 83.9009914655258
2003-02-01 83.7551458915219
2003-03-01 83.5738367797919
2003-04-01 84.1146877681304
2003-05-01 84.3011708294720
2003-06-01 83.1821482456124
2003-07-01 83.7520382890237
2003-08-01 83.7231501512650
2003-09-01 84.0887079705856
2003-10-01 84.6677828667044
2003-11-01 84.7894178717256
2003-12-01 83.8736934951200
2004-01-01 84.7863577093176
2004-02-01 85.6742978234727
2004-03-01 85.5171290718151
2004-04-01 84.8280095629214
2004-05-01 84.6614298924382
2004-06-01 83.6308818169178
2004-07-01 84.2150968429395
2004-08-01 83.9866595025620
2004-09-01 84.6623348635248
2004-10-01 87.5830955326199
2004-11-01 87.0037119288976
2004-12-01 87.4156793922304
2005-01-01 86.6879790446266
2005-02-01 86.9055204386559
2005-03-01 87.1730332819760
2005-04-01 88.0429392742637
2005-05-01 88.4851336554949
2005-06-01 89.5901802253780
2005-07-01 90.5788824975641
2005-08-01 90.3604686734078
2005-09-01 90.0909910454595
2005-10-01 90.5271213115670
2005-11-01 90.9202900063336
2005-12-01 91.3924516296257
2006-01-01 93.2242201152543
2006-02-01 92.4163018083497
2006-03-01 92.7924418014244
2006-04-01 91.4460512239985
2006-05-01 91.9725786475208
2006-06-01 92.1923089057520
2006-07-01 92.2405103186628
2006-08-01 92.9791523532147
2006-09-01 93.2593349491206
2006-10-01 93.6041157256416
2006-11-01 94.1645815417833
2006-12-01 94.9801967313865
2007-01-01 94.1361274485355
2007-02-01 94.7884765317833
2007-03-01 94.9496370602902
2007-04-01 95.1497786700001
2007-05-01 95.5077925770614
2007-06-01 96.0159897353483
2007-07-01 96.0274140477969
2007-08-01 96.5840459777569
2007-09-01 97.0092689019975
2007-10-01 96.9845593726307
2007-11-01 97.6307051329937
2007-12-01 97.5739592953368
2008-01-01 98.0262926693133
2008-02-01 98.8281364749323
2008-03-01 98.8605036555048
2008-04-01 99.6414099596511
2008-05-01 100.0997991177620
2008-06-01 100.1239714354510
2008-07-01 100.0827619060260
2008-08-01 100.2920119885000
2008-09-01 100.5902507472100
2008-10-01 100.6561914949440
2008-11-01 100.9134930805770
2008-12-01 101.7983792025220
2009-01-01 101.8866634384930
2009-02-01 101.7530782791480
2009-03-01 102.2389565838380
2009-04-01 102.5465870873330
2009-05-01 103.2183623167850
2009-06-01 103.3139564934480
2009-07-01 104.4254749323900
2009-08-01 104.5072645557060
2009-09-01 104.8812335173500
2009-10-01 105.3023107942570
2009-11-01 105.2221230111240
2009-12-01 105.4192996002160
2010-01-01 105.4457756134190
2010-02-01 105.2669967542310
2010-03-01 105.8183140115660
2010-04-01 106.1433526034160
2010-05-01 106.2968671010030
2010-06-01 106.2791759490660
2010-07-01 106.6820075616990
2010-08-01 106.5600232741830
2010-09-01 107.2478017009510
2010-10-01 107.8923273069660
2010-11-01 108.1356755811910
2010-12-01 108.5137892481020
2011-01-01 109.6147781142500
2011-02-01 109.0143792116670
2011-03-01 109.6436549660040
2011-04-01 110.2508265101470
2011-05-01 110.7297044760620
2011-06-01 111.5314824591050
2011-07-01 111.1672770925750
2011-08-01 111.1865918701670
2011-09-01 112.3175098070310
2011-10-01 112.0050470413150
2011-11-01 112.4276617163320
2011-12-01 112.8450758816240
2012-01-01 113.4990402318380
2012-02-01 113.6967583502500
2012-03-01 113.9814943403500
2012-04-01 113.4504195767560
2012-05-01 113.5660351024080
2012-06-01 114.1504468388580
2012-07-01 114.4271788609420
2012-08-01 114.9881780375220
2012-09-01 115.1943736303770
2012-10-01 115.4833895546640
2012-11-01 115.7300822505640
2012-12-01 116.1368583518160
2013-01-01 116.0732265689470
2013-02-01 116.8125340082020
2013-03-01 117.0083669545730
2013-04-01 117.7495134020550
2013-05-01 117.7938616055650
2013-06-01 117.9779009150870
2013-07-01 118.1766482294040
2013-08-01 118.6065546099980
2013-09-01 118.4393689688150
2013-10-01 118.7963204569480
2013-11-01 118.9781483892270
2013-12-01 118.7236120057600
2014-01-01 118.6340542271560
2014-02-01 118.6186385498550
2014-03-01 118.8475320484730
2014-04-01 118.6237772380500
2014-05-01 118.9129324817760
2014-06-01 119.2239837183010
2014-07-01 118.7728527419260
2014-08-01 119.6507086392130
2014-09-01 119.9841508582120
2014-10-01 120.3183984255330
2014-11-01 120.8338913248280
2014-12-01 121.1822705623130
2015-01-01 122.0947985105770
2015-02-01 122.6549323817010
2015-03-01 122.7663532507870
2015-04-01 123.7103775128600
2015-05-01 124.3433522899540
2015-06-01 124.3813401220690
2015-07-01 125.0263492367190
2015-08-01 125.0491026015750
2015-09-01 125.2942854006990
2015-10-01 125.4940942746390
2015-11-01 125.6741222161830
2015-12-01 125.9749869852430
2016-01-01 126.1445033484390
2016-02-01 126.3068152899200
2016-03-01 126.5990176620780
2016-04-01 126.8140818327520
2016-05-01 127.4762092466640
2016-06-01 126.6644716357430
2016-07-01 127.6769707492580
2016-08-01 127.8585937918340
2016-09-01 128.3000795380340
2016-10-01 128.0427733791110
2016-11-01 128.5860243583600
2016-12-01 129.0284055537470
2017-01-01 130.2792757798300
2017-02-01 130.5729850868960
2017-03-01 131.0469082514420
2017-04-01 131.2725557960090
2017-05-01 131.3687185233060
2017-06-01 132.1686574451540
2017-07-01 132.1428597193220
2017-08-01 132.4597826041030
2017-09-01 132.7080638902750
2017-10-01 132.9041247656450
2017-11-01 133.3542517158680
2017-12-01 133.4262504307260
2018-01-01 133.3299885927100
2018-02-01 133.5611896378060
2018-03-01 133.8507111216530
2018-04-01 134.2224862875550
2018-05-01 134.4865003182250
2018-06-01 135.0104381593860
2018-07-01 134.8911085163760
2018-08-01 135.1082346877950
2018-09-01 135.4676055889660
2018-10-01 135.5948352253590
2018-11-01 135.8600301789720
2018-12-01 136.5167276543020
2019-01-01 136.5186364292140
2019-02-01 137.0120738695950
2019-03-01 137.6105322999220
2019-04-01 137.3597586600070
2019-05-01 138.0036826869780
2019-06-01 137.6631710836120
2019-07-01 137.9279793153410
2019-08-01 138.5204668088000
2019-09-01 139.0238375969900
2019-10-01 138.9621053477410
2019-11-01 139.3456719528420
2019-12-01 139.2414568906150
2020-01-01 140.6448471091930
2020-02-01 140.9761579886010
2020-03-01 140.8642399607270
2020-04-01 125.2691278260090
2020-05-01 129.2451420676590
2020-06-01 130.8161149612090
2020-07-01 131.7226163047800
2020-08-01 132.0245332771190
2020-09-01 132.6722767371930
2020-10-01 134.2957537799230
2020-11-01 134.3937632530640
2020-12-01 135.1955374092800
2021-01-01 135.4222589157800
2021-02-01 135.0054805263790
2021-03-01 136.2654788357420
2021-04-01 137.1512071053830
2021-05-01 137.2515379045630
2021-06-01 137.7191217558350
2021-07-01 138.2274195380950
2021-08-01 138.4649316417800
2021-09-01 138.1790289576990
2021-10-01 139.2217896505670
2021-11-01 139.3868437770410
2021-12-01 139.8208458490440
2022-01-01 139.0615155739930
2022-02-01 139.7110783564280
2022-03-01 140.9432652803840
2022-04-01 142.1674315480080
2022-05-01 142.8877952587430
2022-06-01 142.8251163855970
2022-07-01 144.8278231249180
2022-08-01 145.8510304142350
2022-09-01 146.6635131211780
2022-10-01 147.0949187192560
2022-11-01 148.1472121896660
2022-12-01 147.4327967745890
2023-01-01 149.9253966537240
2023-02-01 150.9128899720450
2023-03-01 151.5914508914740
2023-04-01 151.4494695028950
2023-05-01 152.0622621544050
2023-06-01 153.1543131759510
2023-07-01 153.7254761067540
2023-08-01 154.2171882389880
2023-09-01 154.4202528960710
2023-10-01 154.5299376509010
2023-11-01 154.5441529830060
2023-12-01 154.6247054478490
2024-01-01 155.2503794317950
2024-02-01 155.6740145862100
2024-03-01 155.5035304046230
2024-04-01 156.0553983667770
2024-05-01 156.7286044434740
2024-06-01 156.4424515776590
2024-07-01 156.5245459237260
2024-08-01 156.8229868651140
2024-09-01 157.5718712790610
2024-10-01 158.1965474031570
2024-11-01 158.6828839648640
2024-12-01 158.6319709831780
2025-01-01 157.9129057432120
2025-02-01 158.8230153429650
2025-03-01 158.8236761520450
2025-04-01 159.3915923124540
2025-05-01 159.8216635747770
2025-06-01 158.5998170748190
2025-07-01 158.3782665352980
2025-08-01 158.6467604748190
2025-09-01 158.9555318852790
2025-10-01 158.7392185574910
2025-11-01 159.3579264340400
2025-12-01 159.8196782092400
2026-01-01 161.1952767046440
2026-02-01 160.2934317721290
2026-03-01 160.9675551483470
2026-04-01 160.9327576486990

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