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 2025-12-01
Last Updated 2026-01-28 2:04 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 53.2406306573547
1990-02-01 54.5370824172362
1990-03-01 54.9015101909995
1990-04-01 54.7687799012023
1990-05-01 55.2687327855056
1990-06-01 55.5266591499461
1990-07-01 55.9807202407574
1990-08-01 56.4853125395586
1990-09-01 56.8787513050799
1990-10-01 57.8194877489469
1990-11-01 57.9506564125443
1990-12-01 57.9154242151838
1991-01-01 58.8675777507958
1991-02-01 59.0498113219794
1991-03-01 59.3125574937192
1991-04-01 59.4432054766684
1991-05-01 59.8734577410676
1991-06-01 59.7149635542411
1991-07-01 59.8117694726676
1991-08-01 60.0956726103562
1991-09-01 60.1662652950388
1991-10-01 59.9038981545237
1991-11-01 59.7445717804810
1991-12-01 59.6192046108591
1992-01-01 59.0413982147202
1992-02-01 59.4243496276941
1992-03-01 59.5086098223751
1992-04-01 60.0375203794956
1992-05-01 60.0583977532970
1992-06-01 60.5200846174748
1992-07-01 60.3195109094405
1992-08-01 60.0715295849907
1992-09-01 60.1488419708063
1992-10-01 60.2854493396256
1992-11-01 60.7390639121815
1992-12-01 61.1212434571011
1993-01-01 61.1378775874922
1993-02-01 61.2972093892655
1993-03-01 61.5129685027795
1993-04-01 61.6468544422414
1993-05-01 61.6648559043425
1993-06-01 62.1335321227214
1993-07-01 62.3281260221403
1993-08-01 62.6298236003673
1993-09-01 63.1129414529403
1993-10-01 61.7502778036630
1993-11-01 62.1192907408224
1993-12-01 62.1251357154947
1994-01-01 63.1432031229924
1994-02-01 63.3709662005656
1994-03-01 63.5967379074746
1994-04-01 64.0036247421841
1994-05-01 64.0857297406432
1994-06-01 64.1598587923928
1994-07-01 63.5277887969886
1994-08-01 64.3711441235500
1994-09-01 64.5477111438570
1994-10-01 65.0929010407347
1994-11-01 65.1992482914391
1994-12-01 65.3294563182020
1995-01-01 65.4515963294909
1995-02-01 65.9589653353360
1995-03-01 66.3779094416942
1995-04-01 65.8831302839317
1995-05-01 66.4725504598446
1995-06-01 66.3960009557400
1995-07-01 67.7588514872664
1995-08-01 67.6235003926301
1995-09-01 68.1928552420769
1995-10-01 67.7252057942910
1995-11-01 67.6589732675270
1995-12-01 67.8252556278424
1996-01-01 67.4667910720265
1996-02-01 68.0551140195575
1996-03-01 68.1496043538515
1996-04-01 68.3541609036797
1996-05-01 68.7235367351875
1996-06-01 69.0380854787967
1996-07-01 69.3917955622186
1996-08-01 69.8833963634472
1996-09-01 70.0684374198786
1996-10-01 70.0743394081519
1996-11-01 70.4198387401799
1996-12-01 70.6072128377246
1997-01-01 71.0787803542409
1997-02-01 71.2788273334859
1997-03-01 71.7396158459800
1997-04-01 71.7694576941936
1997-05-01 72.3170868916591
1997-06-01 72.6797906531081
1997-07-01 73.3550786743522
1997-08-01 73.3743519097032
1997-09-01 73.9911328664212
1997-10-01 74.0538873635840
1997-11-01 73.9571058860936
1997-12-01 74.1494901408130
1998-01-01 74.2984299683386
1998-02-01 74.2054962046986
1998-03-01 73.8007176913945
1998-04-01 74.3531094580767
1998-05-01 74.9012375724941
1998-06-01 74.7284067189640
1998-07-01 74.4876706386833
1998-08-01 74.8895210792657
1998-09-01 75.2519087804664
1998-10-01 75.6556100976371
1998-11-01 76.2166120138355
1998-12-01 76.4018940663497
1999-01-01 76.0943102479460
1999-02-01 76.8155902085209
1999-03-01 76.7583707967671
1999-04-01 77.1163426755843
1999-05-01 76.8563862568806
1999-06-01 77.0055833579193
1999-07-01 76.8484188442289
1999-08-01 77.0046221007507
1999-09-01 76.7115951677581
1999-10-01 76.9658907405877
1999-11-01 77.0696889078698
1999-12-01 77.1678078979707
2000-01-01 77.7139861142461
2000-02-01 77.4802758798980
2000-03-01 77.7140537463341
2000-04-01 77.9765383068015
2000-05-01 78.3185704983503
2000-06-01 78.0237468558994
2000-07-01 77.8924932225905
2000-08-01 77.8182506008545
2000-09-01 77.8446957022801
2000-10-01 78.1404417508440
2000-11-01 78.3288467946605
2000-12-01 78.6499576391647
2001-01-01 78.3503676354997
2001-02-01 78.5144512699391
2001-03-01 78.9597834073380
2001-04-01 79.0688324045536
2001-05-01 79.2772285362354
2001-06-01 79.8730850344478
2001-07-01 80.4654031897927
2001-08-01 80.4643464792090
2001-09-01 80.4046609002659
2001-10-01 80.4692427099131
2001-11-01 80.5822544744490
2001-12-01 80.7039570222554
2002-01-01 80.9513251089016
2002-02-01 81.0454703566140
2002-03-01 81.2028345193636
2002-04-01 81.2772253281301
2002-05-01 81.7802414761347
2002-06-01 82.0133546616989
2002-07-01 82.5040530323841
2002-08-01 83.2393809237269
2002-09-01 83.2458584583921
2002-10-01 82.8580141722873
2002-11-01 83.2391279682797
2002-12-01 83.1568140857493
2003-01-01 83.8744292266377
2003-02-01 83.7553115204978
2003-03-01 83.6265132779789
2003-04-01 84.1028361636014
2003-05-01 84.3157313414621
2003-06-01 83.2168846001831
2003-07-01 83.7740283762570
2003-08-01 83.7147816093620
2003-09-01 84.0789046795153
2003-10-01 84.6576726712013
2003-11-01 84.7791617046423
2003-12-01 83.7967289371733
2004-01-01 84.7995229574591
2004-02-01 85.6725204774198
2004-03-01 85.5799189326929
2004-04-01 84.8100072583796
2004-05-01 84.6678416111547
2004-06-01 83.6583637487288
2004-07-01 84.2456324615258
2004-08-01 83.9733042593175
2004-09-01 84.6496519343603
2004-10-01 87.5713568478143
2004-11-01 86.9933025529210
2004-12-01 87.3301984411162
2005-01-01 86.7194836521293
2005-02-01 86.9033637761703
2005-03-01 87.2461538373722
2005-04-01 88.0196458349624
2005-05-01 88.4861741454355
2005-06-01 89.6034127853644
2005-07-01 90.6143170178167
2005-08-01 90.3466925412577
2005-09-01 90.0788357131253
2005-10-01 90.5172924667024
2005-11-01 90.9122022191506
2005-12-01 91.3073585851145
2006-01-01 93.2702675127917
2006-02-01 92.4131549790220
2006-03-01 92.8565291306554
2006-04-01 91.4266207400922
2006-05-01 91.9703216507918
2006-06-01 92.1921876877265
2006-07-01 92.2791295310676
2006-08-01 92.9660611806918
2006-09-01 93.2489219471915
2006-10-01 93.5959639665160
2006-11-01 94.1571066578175
2006-12-01 94.9129053350957
2007-01-01 94.1835149164922
2007-02-01 94.7785756749613
2007-03-01 94.9987289372175
2007-04-01 95.1346076532427
2007-05-01 95.5049944186050
2007-06-01 96.0076107119311
2007-07-01 96.0598889230897
2007-08-01 96.5772189185830
2007-09-01 97.0022687593857
2007-10-01 96.9791227450816
2007-11-01 97.6257382763561
2007-12-01 97.5297784245612
2008-01-01 98.0681884859385
2008-02-01 98.8123751940871
2008-03-01 98.8843074111176
2008-04-01 99.6316747457961
2008-05-01 100.0952419068390
2008-06-01 100.1286843141380
2008-07-01 100.1019318117830
2008-08-01 100.2944500772840
2008-09-01 100.5785971794800
2008-10-01 100.6538386022520
2008-11-01 100.9114015184530
2008-12-01 101.7779111988710
2009-01-01 101.9124903264620
2009-02-01 101.7339176631920
2009-03-01 102.2530182978730
2009-04-01 102.5371258125440
2009-05-01 103.2032880733950
2009-06-01 103.3363093356130
2009-07-01 104.4331532545060
2009-08-01 104.5202190289770
2009-09-01 104.8636545322570
2009-10-01 105.3035996360810
2009-11-01 105.2245319613710
2009-12-01 105.4119450783170
2010-01-01 105.4576531552500
2010-02-01 105.2492635944700
2010-03-01 105.8243019721630
2010-04-01 106.1349418298980
2010-05-01 106.2690517375700
2010-06-01 106.3155600865590
2010-07-01 106.6902898868260
2010-08-01 106.5780584854240
2010-09-01 107.2216439572420
2010-10-01 107.8952189381710
2010-11-01 108.1391394105060
2010-12-01 108.5156190545460
2011-01-01 109.6192064382080
2011-02-01 108.9995013213900
2011-03-01 109.6520820347810
2011-04-01 110.2392837548720
2011-05-01 110.6903597478300
2011-06-01 111.5740182607980
2011-07-01 111.1758857771040
2011-08-01 111.2063128347550
2011-09-01 112.2901771316010
2011-10-01 112.0080943823580
2011-11-01 112.4311949532570
2011-12-01 112.8481746728830
2012-01-01 113.5034590694820
2012-02-01 113.6860598751570
2012-03-01 113.9938488225240
2012-04-01 113.4363218938050
2012-05-01 113.5230926116820
2012-06-01 114.1913761859050
2012-07-01 114.4320674083270
2012-08-01 115.0074967611780
2012-09-01 115.1668622519140
2012-10-01 115.4864784157490
2012-11-01 115.7330684668750
2012-12-01 116.1412316891140
2013-01-01 116.0780250335400
2013-02-01 116.8103687074200
2013-03-01 117.0266091938040
2013-04-01 117.7366046697750
2013-05-01 117.7484050100940
2013-06-01 118.0034294671120
2013-07-01 118.1804023397100
2013-08-01 118.6209082593070
2013-09-01 118.4214084882820
2013-10-01 118.7964602841850
2013-11-01 118.9798526181530
2013-12-01 118.7285768262890
2014-01-01 118.6442145632370
2014-02-01 118.6202508288610
2014-03-01 118.8685788851150
2014-04-01 118.6156634126990
2014-05-01 118.8781557000490
2014-06-01 119.2203844180690
2014-07-01 118.7771660296170
2014-08-01 119.6591009975290
2014-09-01 119.9762162353280
2014-10-01 120.3155727293990
2014-11-01 120.8353304194130
2014-12-01 121.1888825909160
2015-01-01 122.1113737054370
2015-02-01 122.6587078714710
2015-03-01 122.7864985619910
2015-04-01 123.7084851743910
2015-05-01 124.3201692829110
2015-06-01 124.3481297948930
2015-07-01 125.0318858707880
2015-08-01 125.0527204405330
2015-09-01 125.2958620787150
2015-10-01 125.4876176614140
2015-11-01 125.6761042214610
2015-12-01 125.9842910716290
2016-01-01 126.1677376698290
2016-02-01 126.3089976444770
2016-03-01 126.6164858432550
2016-04-01 126.8151836964930
2016-05-01 127.4648004132740
2016-06-01 126.6165562221880
2016-07-01 127.6802671783250
2016-08-01 127.8612500514130
2016-09-01 128.3006916503600
2016-10-01 128.0339862737300
2016-11-01 128.5858994251710
2016-12-01 129.0509136324650
2017-01-01 130.3014545379840
2017-02-01 130.5747971696490
2017-03-01 131.0600164123860
2017-04-01 131.2801838826340
2017-05-01 131.3520378079120
2017-06-01 132.1210863525900
2017-07-01 132.1473429277610
2017-08-01 132.4635939761450
2017-09-01 132.7112648728250
2017-10-01 132.8775120619360
2017-11-01 133.3554097557790
2017-12-01 133.4635770535340
2018-01-01 133.3501938225690
2018-02-01 133.5629822401450
2018-03-01 133.8576335950560
2018-04-01 134.2343689171600
2018-05-01 134.4663440696030
2018-06-01 134.9698340835750
2018-07-01 134.8968373820050
2018-08-01 135.1135861943780
2018-09-01 135.4724412868800
2018-10-01 135.5513881193970
2018-11-01 135.8626779362210
2018-12-01 136.5684933884360
2019-01-01 136.5252753516200
2019-02-01 137.0234641725740
2019-03-01 137.6109305626990
2019-04-01 137.3749540629420
2019-05-01 137.9776459337860
2019-06-01 137.6346667128350
2019-07-01 137.9297840519040
2019-08-01 138.5238949715720
2019-09-01 139.0308911614250
2019-10-01 138.9052628456870
2019-11-01 139.3560034544260
2019-12-01 139.3045964048600
2020-01-01 140.6389799175530
2020-02-01 140.9979978184810
2020-03-01 140.8654520398920
2020-04-01 125.2827118297960
2020-05-01 129.2206591937740
2020-06-01 130.7929374897340
2020-07-01 131.7076983482250
2020-08-01 132.0131818296580
2020-09-01 132.6749012293760
2020-10-01 134.2512965449230
2020-11-01 134.4174303746980
2020-12-01 135.2739374935290
2021-01-01 135.4100920688420
2021-02-01 135.0372783617170
2021-03-01 136.2645586203310
2021-04-01 137.1726417612930
2021-05-01 137.2337564247900
2021-06-01 137.6896606004950
2021-07-01 138.1658686360260
2021-08-01 138.4057335734450
2021-09-01 138.1542884202390
2021-10-01 139.2087572633850
2021-11-01 139.4723399166770
2021-12-01 139.9453523716110
2022-01-01 139.0321416530310
2022-02-01 139.7535391623090
2022-03-01 140.9200136086530
2022-04-01 142.2428092352170
2022-05-01 142.9017196912090
2022-06-01 142.7538960323940
2022-07-01 144.6282527364580
2022-08-01 145.7479046226130
2022-09-01 146.6058383744060
2022-10-01 147.1301604279630
2022-11-01 148.3146185354870
2022-12-01 147.6356944971360
2023-01-01 149.8918186192310
2023-02-01 150.9673011198170
2023-03-01 151.5485748732700
2023-04-01 151.5954688907250
2023-05-01 152.1219597459760
2023-06-01 153.0102113825590
2023-07-01 153.3352389736880
2023-08-01 154.0465954246420
2023-09-01 154.3217648709660
2023-10-01 154.6172009761380
2023-11-01 154.8128756603650
2023-12-01 154.9388160865310
2024-01-01 155.2183015916750
2024-02-01 155.7240379867390
2024-03-01 155.4558726590140
2024-04-01 155.8925019344680
2024-05-01 156.2300603032510
2024-06-01 155.2083464271360
2024-07-01 155.1289246396920
2024-08-01 155.6087809416540
2024-09-01 156.1530995418890
2024-10-01 155.5288141001890
2024-11-01 155.5491076300350
2024-12-01 155.7645822587260
2025-01-01 157.1053878403330
2025-02-01 156.7564435916330
2025-03-01 157.2818569956880
2025-04-01 157.2952909926870
2025-05-01 157.9502721724720
2025-06-01 159.5092317996510
2025-07-01 159.2522686051640
2025-08-01 158.5725080126110
2025-09-01 158.4068953427210
2025-10-01 159.8693683278810
2025-11-01 160.7618670997110
2025-12-01 161.1198993184630

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