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 2024-11-01
Last Updated 2024-12-21 5:06 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 54.278156289141100
1990-02-01 55.520852493389505
1990-03-01 55.868609416299705
1990-04-01 55.761770827383200
1990-05-01 56.463220753593504
1990-06-01 56.543914628584600
1990-07-01 56.994493733248900
1990-08-01 57.469028525087990
1990-09-01 57.862365783167704
1990-10-01 58.876988070359000
1990-11-01 58.946744855287896
1990-12-01 58.882672424594300
1991-01-01 59.908703927069000
1991-02-01 60.039921596901100
1991-03-01 60.282879382508604
1991-04-01 60.434057392553500
1991-05-01 60.962400644662890
1991-06-01 60.633152719576800
1991-07-01 60.826155504919605
1991-08-01 61.078507747065400
1991-09-01 61.149099708952800
1991-10-01 61.055064138752606
1991-11-01 60.841029165815110
1991-12-01 60.684412629007994
1992-01-01 60.181678981930500
1992-02-01 60.626576744924705
1992-03-01 60.692061232770904
1992-04-01 61.225821320233000
1992-05-01 61.331373877616905
1992-06-01 61.743476896194900
1992-07-01 61.533435226540500
1992-08-01 61.356433586357100
1992-09-01 61.430718583120296
1992-10-01 61.514801738097800
1992-11-01 61.936235435640796
1992-12-01 62.287181798503290
1993-01-01 62.390220533758104
1993-02-01 62.504731263732204
1993-03-01 62.811939647200795
1993-04-01 62.940607406327200
1993-05-01 63.011726319058700
1993-06-01 63.365567683722200
1993-07-01 63.641877970189800
1993-08-01 63.915628519076100
1993-09-01 64.391994982043300
1993-10-01 63.059932783052204
1993-11-01 63.415435217770700
1993-12-01 63.395511110189105
1994-01-01 64.401670790069200
1994-02-01 64.585593195830600
1994-03-01 64.807985548175110
1994-04-01 65.303765120727600
1994-05-01 65.409836389312900
1994-06-01 65.413286326367700
1994-07-01 64.727911409233900
1994-08-01 65.557001064637500
1994-09-01 65.726690941490600
1994-10-01 66.283672606338610
1994-11-01 66.393553263995900
1994-12-01 66.500970460286900
1995-01-01 66.723262216150000
1995-02-01 67.178219570714700
1995-03-01 67.600026327825200
1995-04-01 67.093235299512500
1995-05-01 67.666637595841510
1995-06-01 67.575641279493800
1995-07-01 69.040530568279800
1995-08-01 68.910246543405390
1995-09-01 69.470638502077890
1995-10-01 69.009364231623110
1995-11-01 68.947390177290200
1995-12-01 69.099559682396790
1996-01-01 68.848428049504600
1996-02-01 69.375821262772290
1996-03-01 69.474643211274900
1996-04-01 69.667873686263190
1996-05-01 70.007350238838200
1996-06-01 70.339072403772700
1996-07-01 70.750469755287600
1996-08-01 71.270039519912500
1996-09-01 71.348726506568100
1996-10-01 71.453665980455500
1996-11-01 71.801860253465010
1996-12-01 71.982015688399000
1997-01-01 72.592283838071100
1997-02-01 72.690806441575000
1997-03-01 73.160372056841200
1997-04-01 73.185596671409800
1997-05-01 73.692119089315410
1997-06-01 74.087219489107710
1997-07-01 74.797340436372600
1997-08-01 74.861922462843000
1997-09-01 75.474973067218800
1997-10-01 75.532475061296600
1997-11-01 75.438595328780900
1997-12-01 75.633414348379590
1998-01-01 75.831689975319210
1998-02-01 75.608861094525700
1998-03-01 75.210578133724400
1998-04-01 75.765055776042090
1998-05-01 76.270775285294090
1998-06-01 76.136032194332590
1998-07-01 75.722838313544200
1998-08-01 76.276555216600200
1998-09-01 76.640183509904920
1998-10-01 77.041333427271000
1998-11-01 77.605676108767800
1998-12-01 77.793278139271900
1999-01-01 77.639629770987000
1999-02-01 78.212257940338900
1999-03-01 78.158755193323000
1999-04-01 78.518975454114300
1999-05-01 78.216434660945300
1999-06-01 78.407632424230800
1999-07-01 78.186980549161500
1999-08-01 78.391650486803000
1999-09-01 78.102576670102000
1999-10-01 78.362036327757990
1999-11-01 78.470480944852600
1999-12-01 78.574543346999000
2000-01-01 79.248609754790500
2000-02-01 78.869904566025200
2000-03-01 79.108008229638700
2000-04-01 79.373645644106290
2000-05-01 79.679770263796800
2000-06-01 79.401702782583800
2000-07-01 79.249633592340400
2000-08-01 79.204863949873800
2000-09-01 79.232848842204290
2000-10-01 79.543231048454700
2000-11-01 79.741139870812400
2000-12-01 80.073935027279600
2001-01-01 79.866522606428400
2001-02-01 80.008660981662600
2001-03-01 80.445890837498600
2001-04-01 80.564122898282100
2001-05-01 80.742284626217400
2001-06-01 81.327252228265100
2001-07-01 81.833823056631700
2001-08-01 81.948751243216400
2001-09-01 81.887703038233600
2001-10-01 81.971465041704400
2001-11-01 82.101667491335590
2001-12-01 82.256828751263800
2002-01-01 82.536490996780700
2002-02-01 82.659060420821500
2002-03-01 82.791922578907090
2002-04-01 82.877186674627910
2002-05-01 83.348637636970600
2002-06-01 83.540211852996300
2002-07-01 84.071248033087500
2002-08-01 84.818383378838900
2002-09-01 84.921065487171700
2002-10-01 84.452953152987400
2002-11-01 84.864499802905410
2002-12-01 84.835366489754400
2003-01-01 85.626500782567800
2003-02-01 85.513110598879590
2003-03-01 85.347914308558800
2003-04-01 85.811834723251000
2003-05-01 85.953951522914010
2003-06-01 84.827515958940600
2003-07-01 85.421820262025210
2003-08-01 85.383039690536300
2003-09-01 85.744619688166710
2003-10-01 86.449480644411900
2003-11-01 86.512747224571710
2003-12-01 85.694356544427410
2004-01-01 86.614388512967000
2004-02-01 87.583244362615200
2004-03-01 87.446171931883600
2004-04-01 86.634010685966490
2004-05-01 86.373430389679090
2004-06-01 85.448969301181100
2004-07-01 86.073441022420000
2004-08-01 85.826392735443700
2004-09-01 86.604966023730300
2004-10-01 89.561340734841900
2004-11-01 89.034661514858300
2004-12-01 89.432614719905800
2005-01-01 88.615494831790300
2005-02-01 88.970888234379100
2005-03-01 89.247951712571900
2005-04-01 89.956592573868790
2005-05-01 90.354637700454790
2005-06-01 91.483317951015210
2005-07-01 92.511155327279700
2005-08-01 92.277199305590590
2005-09-01 92.024735772168410
2005-10-01 92.510758428172710
2005-11-01 92.954463685223790
2005-12-01 93.526297582119410
2006-01-01 95.148405311687510
2006-02-01 94.721604757281100
2006-03-01 95.076955087298600
2006-04-01 93.470460335884210
2006-05-01 93.834846013258910
2006-06-01 94.078343224673720
2006-07-01 94.249591884650600
2006-08-01 94.981861602436200
2006-09-01 95.295135480335900
2006-10-01 95.688726175446300
2006-11-01 96.297649649458300
2006-12-01 97.131377611531290
2007-01-01 96.266123367400210
2007-02-01 97.098969782685420
2007-03-01 97.315600037316200
2007-04-01 97.275607062202580
2007-05-01 97.574585246480990
2007-06-01 98.115754197804100
2007-07-01 98.120158703098510
2007-08-01 98.783041824935710
2007-09-01 99.251942387925700
2007-10-01 99.172796263711800
2007-11-01 99.860821732771500
2007-12-01 99.847552881421700
2008-01-01 100.154460113573000
2008-02-01 101.211770844409000
2008-03-01 101.173340175121000
2008-04-01 101.764566204879000
2008-05-01 102.212040308560000
2008-06-01 102.241538030312000
2008-07-01 102.280446873824000
2008-08-01 102.492337775667990
2008-09-01 102.846603443320000
2008-10-01 102.942763172306000
2008-11-01 103.238249322380010
2008-12-01 104.172173253623010
2009-01-01 104.130996233272000
2009-02-01 104.094245061018010
2009-03-01 104.491766849549010
2009-04-01 104.856697665734000
2009-05-01 105.379578117936990
2009-06-01 105.557083892349000
2009-07-01 106.639671637455010
2009-08-01 106.820623314408000
2009-09-01 107.150823977929010
2009-10-01 107.685015867764000
2009-11-01 107.533705744004990
2009-12-01 107.893885682527010
2010-01-01 107.807158125870980
2010-02-01 107.755922668848000
2010-03-01 108.218781393421000
2010-04-01 108.442240283995990
2010-05-01 108.603303030761000
2010-06-01 108.436305140880000
2010-07-01 108.828202812158000
2010-08-01 108.788137777420000
2010-09-01 109.529406204508990
2010-10-01 110.171672819040000
2010-11-01 110.439245747064990
2010-12-01 110.863796777192010
2011-01-01 111.998655559967000
2011-02-01 111.361792189230000
2011-03-01 112.026997839388000
2011-04-01 112.744836643785990
2011-05-01 113.133349166231000
2011-06-01 113.899616432118000
2011-07-01 113.658832425596000
2011-08-01 113.631546434913000
2011-09-01 114.800473088379990
2011-10-01 114.484772930530000
2011-11-01 114.928227490893010
2011-12-01 115.362276389706990
2012-01-01 115.886772345534000
2012-02-01 116.118179471417010
2012-03-01 116.362718977451000
2012-04-01 115.950964418771990
2012-05-01 116.060467708803000
2012-06-01 116.619094374998000
2012-07-01 116.961987222441990
2012-08-01 117.444277926348990
2012-09-01 117.675086500574000
2012-10-01 117.967173707221000
2012-11-01 118.233201709519010
2012-12-01 118.613065805203000
2013-01-01 118.659912297231000
2013-02-01 119.324558796613000
2013-03-01 119.594030033838010
2013-04-01 120.262862469927000
2013-05-01 120.372312058843010
2013-06-01 120.555505575230000
2013-07-01 120.735798572196000
2013-08-01 121.174400435716000
2013-09-01 121.019063161232000
2013-10-01 121.382704742012990
2013-11-01 121.576439380046010
2013-12-01 121.272151246213000
2014-01-01 121.200155672718000
2014-02-01 121.229546456913000
2014-03-01 121.447359125248000
2014-04-01 121.148977608127990
2014-05-01 121.486011301320000
2014-06-01 121.809985358787000
2014-07-01 121.433430434356990
2014-08-01 122.227486791623010
2014-09-01 122.669918508679000
2014-10-01 123.004820041112000
2014-11-01 123.532234294974000
2014-12-01 123.711227318451010
2015-01-01 124.739267808489000
2015-02-01 125.370070946347010
2015-03-01 125.478729793875000
2015-04-01 126.442276302971990
2015-05-01 127.109751262812000
2015-06-01 127.185099897119000
2015-07-01 127.776721956845000
2015-08-01 127.829155745147990
2015-09-01 128.083191425729000
2015-10-01 128.286943472232000
2015-11-01 128.375650738519000
2015-12-01 128.685836707592000
2016-01-01 128.976811476385000
2016-02-01 129.124143836637980
2016-03-01 129.325499664548000
2016-04-01 129.642199510900000
2016-05-01 130.246171735813020
2016-06-01 129.478603723761000
2016-07-01 130.608770837101990
2016-08-01 130.738518097456000
2016-09-01 131.092355935874000
2016-10-01 130.939905307311000
2016-11-01 131.588467107537000
2016-12-01 131.847266514498980
2017-01-01 133.202394626443000
2017-02-01 133.486432940788000
2017-03-01 133.985402751311000
2017-04-01 134.192583679422000
2017-05-01 134.330637566302000
2017-06-01 135.103557276457000
2017-07-01 135.149298602133000
2017-08-01 135.441485957635000
2017-09-01 135.708469312266000
2017-10-01 135.898347654516000
2017-11-01 136.356637897487000
2017-12-01 136.362989015564000
2018-01-01 136.347391325156000
2018-02-01 136.575320148447000
2018-03-01 136.990454144665000
2018-04-01 137.335617878999020
2018-05-01 137.530958738636000
2018-06-01 138.057695192596000
2018-07-01 137.985640591829000
2018-08-01 138.201337281866000
2018-09-01 138.578189580837000
2018-10-01 138.582700202243020
2018-11-01 138.855038584685990
2018-12-01 139.588746861434000
2019-01-01 139.520042945930020
2019-02-01 140.125367411035000
2019-03-01 140.637301924838000
2019-04-01 140.462461321837000
2019-05-01 141.028230516950000
2019-06-01 140.718307701567000
2019-07-01 141.032717935936000
2019-08-01 141.632522683900000
2019-09-01 142.151956219633000
2019-10-01 142.042889589164020
2019-11-01 142.431676991568000
2019-12-01 142.339402328953980
2020-01-01 143.723784319141000
2020-02-01 144.181606382324020
2020-03-01 143.973118256754000
2020-04-01 128.159177885767000
2020-05-01 132.059761413688000
2020-06-01 133.759079528469020
2020-07-01 134.777036276889000
2020-08-01 135.061729720349000
2020-09-01 135.717862930545000
2020-10-01 137.273976221343000
2020-11-01 137.456187188374000
2020-12-01 138.217589403981000
2021-01-01 138.350441964843010
2021-02-01 138.025059915804000
2021-03-01 139.103513194130980
2021-04-01 140.042945801516000
2021-05-01 140.218285521041000
2021-06-01 140.657619796404000
2021-07-01 141.215827418458000
2021-08-01 141.416641387950000
2021-09-01 141.118945192883000
2021-10-01 142.093961209639000
2021-11-01 142.355432275212000
2021-12-01 142.750154499665000
2022-01-01 141.829551090825000
2022-02-01 142.753022265023000
2022-03-01 143.681212996381000
2022-04-01 145.207352180509000
2022-05-01 145.965470195647000
2022-06-01 145.745288832146000
2022-07-01 147.920703263929000
2022-08-01 148.899893387942000
2022-09-01 149.579876376294000
2022-10-01 150.034117426157000
2022-11-01 151.131645798864000
2022-12-01 150.470875153523000
2023-01-01 152.835642339711000
2023-02-01 154.095486453752980
2023-03-01 154.426756242080980
2023-04-01 154.660215778069000
2023-05-01 155.418468145692000
2023-06-01 155.755928787717000
2023-07-01 155.352859617603000
2023-08-01 156.018758119317000
2023-09-01 156.378941953367980
2023-10-01 156.927481185389000
2023-11-01 157.570927755970980
2023-12-01 157.473439692728000
2024-01-01 158.446510384969000
2024-02-01 158.374135856554000
2024-03-01 159.117376694301000
2024-04-01 158.850043437496000
2024-05-01 158.723029489591000
2024-06-01 159.120666543775000
2024-07-01 159.894017055355000
2024-08-01 160.352150589946000
2024-09-01 161.474701623421000
2024-10-01 161.434562550154000
2024-11-01 161.531412623458000

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