Federal Reserve Economic Data

Table Data - All Employees: Private Service Providing in Dallas-Fort Worth-Arlington, TX (MSA)

Title All Employees: Private Service Providing in Dallas-Fort Worth-Arlington, TX (MSA)
Series ID SMU48191000800000001SA
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 2:05 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 1314.78533125929
1990-02-01 1319.06634999448
1990-03-01 1322.82435930629
1990-04-01 1319.99021570653
1990-05-01 1324.29094634783
1990-06-01 1332.87898436343
1990-07-01 1337.09268381917
1990-08-01 1345.31397093050
1990-09-01 1345.04794166452
1990-10-01 1344.53181688502
1990-11-01 1348.39292166080
1990-12-01 1350.92623525108
1991-01-01 1347.68879405822
1991-02-01 1342.81903802588
1991-03-01 1345.42305341449
1991-04-01 1345.01905716104
1991-05-01 1350.27039783968
1991-06-01 1349.37661249737
1991-07-01 1349.90821914059
1991-08-01 1353.94915698408
1991-09-01 1353.75839268921
1991-10-01 1357.55706543345
1991-11-01 1356.20979063540
1991-12-01 1355.81576776480
1992-01-01 1354.62739485344
1992-02-01 1356.38239471234
1992-03-01 1358.26561377960
1992-04-01 1362.18236832266
1992-05-01 1363.90410717097
1992-06-01 1363.56733167796
1992-07-01 1362.37687136237
1992-08-01 1361.56840110469
1992-09-01 1364.14345235323
1992-10-01 1375.07289350289
1992-11-01 1373.04540112437
1992-12-01 1374.04590431316
1993-01-01 1385.97421267820
1993-02-01 1389.67316640961
1993-03-01 1392.31983928873
1993-04-01 1399.07223567587
1993-05-01 1400.21566060953
1993-06-01 1406.35188863893
1993-07-01 1415.60742106443
1993-08-01 1418.17792187125
1993-09-01 1425.51598371569
1993-10-01 1425.98560586266
1993-11-01 1428.36069914567
1993-12-01 1433.41782119423
1994-01-01 1440.57500703089
1994-02-01 1442.47239690701
1994-03-01 1449.87829150167
1994-04-01 1456.09586657302
1994-05-01 1461.95197463171
1994-06-01 1468.57800602887
1994-07-01 1479.70122376342
1994-08-01 1484.12335380987
1994-09-01 1488.95106722372
1994-10-01 1496.86006285876
1994-11-01 1504.46108430151
1994-12-01 1510.41295631032
1995-01-01 1513.69810822249
1995-02-01 1522.48807901932
1995-03-01 1528.74435546010
1995-04-01 1525.44422689360
1995-05-01 1533.29727132435
1995-06-01 1538.99519505771
1995-07-01 1540.90876299108
1995-08-01 1550.71587561685
1995-09-01 1556.80547071002
1995-10-01 1561.70835430212
1995-11-01 1569.51999630275
1995-12-01 1576.57824523876
1996-01-01 1583.23589545713
1996-02-01 1588.60298842202
1996-03-01 1595.27543718859
1996-04-01 1599.83174256949
1996-05-01 1609.85326303893
1996-06-01 1615.14042768034
1996-07-01 1619.68879731257
1996-08-01 1627.25115550551
1996-09-01 1632.09187445785
1996-10-01 1644.12436360217
1996-11-01 1653.33350901785
1996-12-01 1657.95400220430
1997-01-01 1665.95597054153
1997-02-01 1674.32363624753
1997-03-01 1684.27977374447
1997-04-01 1694.40989816903
1997-05-01 1705.61242511374
1997-06-01 1717.50436721843
1997-07-01 1713.83289239304
1997-08-01 1721.55566116618
1997-09-01 1735.86150825077
1997-10-01 1741.82668030163
1997-11-01 1748.56683731475
1997-12-01 1755.20161552370
1998-01-01 1765.63868703693
1998-02-01 1770.99221969354
1998-03-01 1774.96660584254
1998-04-01 1783.89773118490
1998-05-01 1789.88459270973
1998-06-01 1796.98926723976
1998-07-01 1804.40286276861
1998-08-01 1809.58494703665
1998-09-01 1818.30956288224
1998-10-01 1824.45506046838
1998-11-01 1832.25518288863
1998-12-01 1842.57954947879
1999-01-01 1843.28069980507
1999-02-01 1852.03956205447
1999-03-01 1858.42726124303
1999-04-01 1864.36792054523
1999-05-01 1866.03113354923
1999-06-01 1873.33540830527
1999-07-01 1881.16612507282
1999-08-01 1886.57874316537
1999-09-01 1891.67967842479
1999-10-01 1901.36894142646
1999-11-01 1906.23247615131
1999-12-01 1915.26713993590
2000-01-01 1920.08469091575
2000-02-01 1926.01825912964
2000-03-01 1933.41129176023
2000-04-01 1939.25756660607
2000-05-01 1947.10229296449
2000-06-01 1961.21673244729
2000-07-01 1965.09483722605
2000-08-01 1970.65515343920
2000-09-01 1979.52518733089
2000-10-01 1979.75113118218
2000-11-01 1985.60614737600
2000-12-01 1988.44080579081
2001-01-01 1989.03643013481
2001-02-01 1991.62257139387
2001-03-01 1992.94480550712
2001-04-01 1989.99622404124
2001-05-01 1987.31877716838
2001-06-01 1986.67636339860
2001-07-01 1979.28838540635
2001-08-01 1977.95638717268
2001-09-01 1970.14908555319
2001-10-01 1948.83253875846
2001-11-01 1941.71996092473
2001-12-01 1935.52201247643
2002-01-01 1941.21149594055
2002-02-01 1937.22819062414
2002-03-01 1937.01865530343
2002-04-01 1934.14862172610
2002-05-01 1936.75555379230
2002-06-01 1931.22067124311
2002-07-01 1927.52107433266
2002-08-01 1926.80256178579
2002-09-01 1925.71971928475
2002-10-01 1915.27137391093
2002-11-01 1916.80985087612
2002-12-01 1913.45492173578
2003-01-01 1914.21521277380
2003-02-01 1910.13285460177
2003-03-01 1904.84621949541
2003-04-01 1901.29243606194
2003-05-01 1899.45543030682
2003-06-01 1894.58302421643
2003-07-01 1897.18088341131
2003-08-01 1901.10314979962
2003-09-01 1901.18299069195
2003-10-01 1905.09260907851
2003-11-01 1906.34711062448
2003-12-01 1907.03505433737
2004-01-01 1912.39565877350
2004-02-01 1915.66147087493
2004-03-01 1920.76142852308
2004-04-01 1925.45118576266
2004-05-01 1925.92017036621
2004-06-01 1924.23793066641
2004-07-01 1934.18947443944
2004-08-01 1935.61809805800
2004-09-01 1934.99984210734
2004-10-01 1949.74102431451
2004-11-01 1949.10753767135
2004-12-01 1953.01355766759
2005-01-01 1951.41508923360
2005-02-01 1956.06492439737
2005-03-01 1959.60282381970
2005-04-01 1972.28400501928
2005-05-01 1973.38888489856
2005-06-01 1976.37945771619
2005-07-01 1990.93338308876
2005-08-01 1991.53758456011
2005-09-01 1999.96244416643
2005-10-01 2003.86648534345
2005-11-01 2011.68046342228
2005-12-01 2015.82468721209
2006-01-01 2024.05470483475
2006-02-01 2029.77698353670
2006-03-01 2035.92056469347
2006-04-01 2041.23386142623
2006-05-01 2044.89071973103
2006-06-01 2053.36588531148
2006-07-01 2051.66204360078
2006-08-01 2060.12154053535
2006-09-01 2067.85968684034
2006-10-01 2067.02448870586
2006-11-01 2078.30760659230
2006-12-01 2086.40287634181
2007-01-01 2083.70896351688
2007-02-01 2097.62979358640
2007-03-01 2107.33142091807
2007-04-01 2108.94553068914
2007-05-01 2113.61764588116
2007-06-01 2120.43514962559
2007-07-01 2121.78756072810
2007-08-01 2129.30130051389
2007-09-01 2130.92209438893
2007-10-01 2138.05061185632
2007-11-01 2145.49036946484
2007-12-01 2147.69057863731
2008-01-01 2152.73516872772
2008-02-01 2160.17019205545
2008-03-01 2155.22841388284
2008-04-01 2155.40094771187
2008-05-01 2159.87484523959
2008-06-01 2155.59945132473
2008-07-01 2154.55237389254
2008-08-01 2151.42978444899
2008-09-01 2145.79987605858
2008-10-01 2138.48956882138
2008-11-01 2127.54336553195
2008-12-01 2121.92182233485
2009-01-01 2112.50956012822
2009-02-01 2101.90885938531
2009-03-01 2091.12426344369
2009-04-01 2084.89405776242
2009-05-01 2082.06063500776
2009-06-01 2078.19895942415
2009-07-01 2078.74175703745
2009-08-01 2073.32171630354
2009-09-01 2070.96628526893
2009-10-01 2072.87207688715
2009-11-01 2071.59662031155
2009-12-01 2075.20560120169
2010-01-01 2075.59348483282
2010-02-01 2078.86223941635
2010-03-01 2084.68512391310
2010-04-01 2088.44529808462
2010-05-01 2089.64818516740
2010-06-01 2093.17186393706
2010-07-01 2095.96175120041
2010-08-01 2100.06191684252
2010-09-01 2106.25329954000
2010-10-01 2117.35436653241
2010-11-01 2117.91260862262
2010-12-01 2124.27616316867
2011-01-01 2131.64071464469
2011-02-01 2135.21855663793
2011-03-01 2145.75418715862
2011-04-01 2157.28812712720
2011-05-01 2156.97610087921
2011-06-01 2162.84841152529
2011-07-01 2170.38844984272
2011-08-01 2175.88430719919
2011-09-01 2187.20630362791
2011-10-01 2185.93412909466
2011-11-01 2188.97311163719
2011-12-01 2194.28619513844
2012-01-01 2202.76390438544
2012-02-01 2212.61899142437
2012-03-01 2220.22023396783
2012-04-01 2225.86290282873
2012-05-01 2231.36176719485
2012-06-01 2239.61532710592
2012-07-01 2234.05573115598
2012-08-01 2245.40289358596
2012-09-01 2250.30482371426
2012-10-01 2254.58544782794
2012-11-01 2265.80217892279
2012-12-01 2270.02180298442
2013-01-01 2265.25176129192
2013-02-01 2280.11439972978
2013-03-01 2284.99937425076
2013-04-01 2292.05678775514
2013-05-01 2300.74899639360
2013-06-01 2310.26123285942
2013-07-01 2316.48437305046
2013-08-01 2327.14097492653
2013-09-01 2336.60373074262
2013-10-01 2339.37367914278
2013-11-01 2350.36519193247
2013-12-01 2353.36595641543
2014-01-01 2358.01099941213
2014-02-01 2365.20047905406
2014-03-01 2375.20478538612
2014-04-01 2384.66455166302
2014-05-01 2392.31822891456
2014-06-01 2403.44324190303
2014-07-01 2409.24588147277
2014-08-01 2417.32405589763
2014-09-01 2424.57785341046
2014-10-01 2435.93456961992
2014-11-01 2441.93781206572
2014-12-01 2455.03862322032
2015-01-01 2462.97560007686
2015-02-01 2471.20142778738
2015-03-01 2473.20470532688
2015-04-01 2486.94322830427
2015-05-01 2496.10065647820
2015-06-01 2503.16326885005
2015-07-01 2518.53581873144
2015-08-01 2522.01339670937
2015-09-01 2525.36536993932
2015-10-01 2535.40831551086
2015-11-01 2533.07781011803
2015-12-01 2544.87979220990
2016-01-01 2555.79666988907
2016-02-01 2565.63669291013
2016-03-01 2568.98894362789
2016-04-01 2582.83471947341
2016-05-01 2586.93906649977
2016-06-01 2585.55758324502
2016-07-01 2599.28356662499
2016-08-01 2603.80286090022
2016-09-01 2615.91853078030
2016-10-01 2616.84111153452
2016-11-01 2623.99631471784
2016-12-01 2630.60129204686
2017-01-01 2638.69093527784
2017-02-01 2642.19069181601
2017-03-01 2648.44685358060
2017-04-01 2651.12282307859
2017-05-01 2654.51020109237
2017-06-01 2662.67048301759
2017-07-01 2662.01568269208
2017-08-01 2668.60519869873
2017-09-01 2677.94762922691
2017-10-01 2681.37425281365
2017-11-01 2691.02711945729
2017-12-01 2692.69346364850
2018-01-01 2698.62720299149
2018-02-01 2705.24551523650
2018-03-01 2711.66611474632
2018-04-01 2714.70025672467
2018-05-01 2723.34378389075
2018-06-01 2733.19242448889
2018-07-01 2736.07687163719
2018-08-01 2742.55382558056
2018-09-01 2745.03928102358
2018-10-01 2750.95395847938
2018-11-01 2757.65840340456
2018-12-01 2763.92637221352
2019-01-01 2768.40003121131
2019-02-01 2776.61359100284
2019-03-01 2781.72488205011
2019-04-01 2787.54147322248
2019-05-01 2796.05966571257
2019-06-01 2802.47166855031
2019-07-01 2814.64858357473
2019-08-01 2820.53237214182
2019-09-01 2825.38402051447
2019-10-01 2838.38544380775
2019-11-01 2852.37673324567
2019-12-01 2854.81202510672
2020-01-01 2861.86067221132
2020-02-01 2869.34995596185
2020-03-01 2851.00471978427
2020-04-01 2474.37608092555
2020-05-01 2558.93404611411
2020-06-01 2631.01508018450
2020-07-01 2647.33140078732
2020-08-01 2664.97991497245
2020-09-01 2688.57431587828
2020-10-01 2736.17089640022
2020-11-01 2751.54510161920
2020-12-01 2767.69043151248
2021-01-01 2782.00602461872
2021-02-01 2773.29142036810
2021-03-01 2810.38564856487
2021-04-01 2821.66151089020
2021-05-01 2836.13380968710
2021-06-01 2855.12548837047
2021-07-01 2889.83366974505
2021-08-01 2893.12802704130
2021-09-01 2908.60201852294
2021-10-01 2953.54658720247
2021-11-01 2971.50824380159
2021-12-01 2988.86375694005
2022-01-01 2996.98066090921
2022-02-01 3023.65264376665
2022-03-01 3034.49787526250
2022-04-01 3061.57784211415
2022-05-01 3070.66069518242
2022-06-01 3074.98054818042
2022-07-01 3111.87981172715
2022-08-01 3118.41760280052
2022-09-01 3132.33902514275
2022-10-01 3144.85455084738
2022-11-01 3151.72540724828
2022-12-01 3144.98715649669
2023-01-01 3171.13755922738
2023-02-01 3171.91990657092
2023-03-01 3182.08866025733
2023-04-01 3184.18449422226
2023-05-01 3186.30342110379
2023-06-01 3191.09447441493
2023-07-01 3188.33735683703
2023-08-01 3185.98806254778
2023-09-01 3190.27157683616
2023-10-01 3188.76740889517
2023-11-01 3196.64362092159
2023-12-01 3192.84746216019
2024-01-01 3207.22483803727
2024-02-01 3205.41423235664
2024-03-01 3204.61454084545
2024-04-01 3208.59606239242
2024-05-01 3213.35384317573
2024-06-01 3210.56808034537
2024-07-01 3213.97925192214
2024-08-01 3219.67839440539
2024-09-01 3220.41665077865
2024-10-01 3227.70165805556
2024-11-01 3227.25805073336
2024-12-01 3235.41138293869
2025-01-01 3234.91722552610
2025-02-01 3240.08516946349
2025-03-01 3242.59158824909
2025-04-01 3242.45509397927
2025-05-01 3243.99589184600
2025-06-01 3242.92766038943
2025-07-01 3240.92118501291
2025-08-01 3233.25442004642
2025-09-01 3241.34401376196
2025-10-01 3239.19718393402
2025-11-01 3237.64610266242
2025-12-01 3239.96296213051

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