Table Data - All Employees: Service-Providing in Dallas-Fort Worth-Arlington, TX (MSA)
| Title | All Employees: Service-Providing in Dallas-Fort Worth-Arlington, TX (MSA) |
|---|---|
| Series ID | SMU48191000700000001SA |
| 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 2024-09-01 |
| Last Updated | 2024-10-23 6:06 AM 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 | 1566.1055752300301 |
| 1990-02-01 | 1569.6873768035400 |
| 1990-03-01 | 1574.7178235856302 |
| 1990-04-01 | 1573.8128349638500 |
| 1990-05-01 | 1579.9558469522199 |
| 1990-06-01 | 1588.0720451458700 |
| 1990-07-01 | 1593.4231254060699 |
| 1990-08-01 | 1598.9557369650900 |
| 1990-09-01 | 1599.4111108318302 |
| 1990-10-01 | 1600.1919617566500 |
| 1990-11-01 | 1606.0287365242002 |
| 1990-12-01 | 1609.1910296677802 |
| 1991-01-01 | 1605.4245241777800 |
| 1991-02-01 | 1601.5984976721000 |
| 1991-03-01 | 1604.7735153207300 |
| 1991-04-01 | 1605.9982435719598 |
| 1991-05-01 | 1611.9136095428303 |
| 1991-06-01 | 1611.6362435943302 |
| 1991-07-01 | 1613.4762618398800 |
| 1991-08-01 | 1616.7497915750500 |
| 1991-09-01 | 1618.5837126775500 |
| 1991-10-01 | 1624.2351599161200 |
| 1991-11-01 | 1623.5376683143000 |
| 1991-12-01 | 1624.0770065363700 |
| 1992-01-01 | 1623.5084599776599 |
| 1992-02-01 | 1626.7873626338800 |
| 1992-03-01 | 1629.2785991476999 |
| 1992-04-01 | 1633.9439496676503 |
| 1992-05-01 | 1636.1642459372900 |
| 1992-06-01 | 1636.7541446786600 |
| 1992-07-01 | 1636.7920381056900 |
| 1992-08-01 | 1634.7255602890100 |
| 1992-09-01 | 1640.1014933207500 |
| 1992-10-01 | 1651.0866319843399 |
| 1992-11-01 | 1649.3664158358301 |
| 1992-12-01 | 1650.6212006447600 |
| 1993-01-01 | 1663.1318609105099 |
| 1993-02-01 | 1668.2636116102801 |
| 1993-03-01 | 1671.0935439434802 |
| 1993-04-01 | 1677.8817946668100 |
| 1993-05-01 | 1679.5514083369699 |
| 1993-06-01 | 1686.6340299667100 |
| 1993-07-01 | 1698.9599319853198 |
| 1993-08-01 | 1699.9139701304400 |
| 1993-09-01 | 1707.8578802234700 |
| 1993-10-01 | 1708.8441607054700 |
| 1993-11-01 | 1710.7504075995998 |
| 1993-12-01 | 1716.5011237354100 |
| 1994-01-01 | 1724.0444972144400 |
| 1994-02-01 | 1726.3936528417700 |
| 1994-03-01 | 1734.4992283213098 |
| 1994-04-01 | 1742.4301925816100 |
| 1994-05-01 | 1748.3954542245000 |
| 1994-06-01 | 1755.2431067808500 |
| 1994-07-01 | 1769.0946407214103 |
| 1994-08-01 | 1772.6521017222700 |
| 1994-09-01 | 1778.0985560364397 |
| 1994-10-01 | 1786.3056834363800 |
| 1994-11-01 | 1794.6243151409699 |
| 1994-12-01 | 1801.5770885365000 |
| 1995-01-01 | 1805.5462996525898 |
| 1995-02-01 | 1815.1908159165303 |
| 1995-03-01 | 1821.8012187771103 |
| 1995-04-01 | 1819.6228682726603 |
| 1995-05-01 | 1827.1130170147303 |
| 1995-06-01 | 1832.3436133666899 |
| 1995-07-01 | 1836.5050904808602 |
| 1995-08-01 | 1843.7625080086200 |
| 1995-09-01 | 1849.5985447768699 |
| 1995-10-01 | 1853.7464829672800 |
| 1995-11-01 | 1862.3717065881501 |
| 1995-12-01 | 1869.4844592937197 |
| 1996-01-01 | 1876.0446256423102 |
| 1996-02-01 | 1881.2742090414200 |
| 1996-03-01 | 1888.3254017919396 |
| 1996-04-01 | 1894.0425771738699 |
| 1996-05-01 | 1903.2128504542602 |
| 1996-06-01 | 1909.2368719637302 |
| 1996-07-01 | 1916.0765199674000 |
| 1996-08-01 | 1924.5588697245898 |
| 1996-09-01 | 1929.2274963089800 |
| 1996-10-01 | 1941.7910992897100 |
| 1996-11-01 | 1952.1281837887100 |
| 1996-12-01 | 1956.0109608210500 |
| 1997-01-01 | 1965.7293010579601 |
| 1997-02-01 | 1974.2811968045300 |
| 1997-03-01 | 1985.2453692116896 |
| 1997-04-01 | 1995.1159378977900 |
| 1997-05-01 | 2006.7663257265500 |
| 1997-06-01 | 2018.2017965570100 |
| 1997-07-01 | 2017.9624503988898 |
| 1997-08-01 | 2026.4065137743000 |
| 1997-09-01 | 2040.4557910803198 |
| 1997-10-01 | 2047.2250623089300 |
| 1997-11-01 | 2055.1882869686700 |
| 1997-12-01 | 2061.5026958069600 |
| 1998-01-01 | 2071.2545862840198 |
| 1998-02-01 | 2078.5049515182900 |
| 1998-03-01 | 2082.3716464373700 |
| 1998-04-01 | 2092.9142605268600 |
| 1998-05-01 | 2098.6625485561103 |
| 1998-06-01 | 2106.4932951719500 |
| 1998-07-01 | 2115.9345666086700 |
| 1998-08-01 | 2124.3832871630802 |
| 1998-09-01 | 2131.1718454998400 |
| 1998-10-01 | 2142.0119777692803 |
| 1998-11-01 | 2150.5324729992700 |
| 1998-12-01 | 2162.4910172720800 |
| 1999-01-01 | 2164.0512537191400 |
| 1999-02-01 | 2172.4826518464397 |
| 1999-03-01 | 2179.0970225499500 |
| 1999-04-01 | 2185.0474563330604 |
| 1999-05-01 | 2185.9532172412696 |
| 1999-06-01 | 2195.6499730535397 |
| 1999-07-01 | 2203.4787300433200 |
| 1999-08-01 | 2210.1186142416300 |
| 1999-09-01 | 2216.7357401283500 |
| 1999-10-01 | 2228.1806123966300 |
| 1999-11-01 | 2232.8237786123100 |
| 1999-12-01 | 2245.0677902453303 |
| 2000-01-01 | 2250.1559396620600 |
| 2000-02-01 | 2254.7498759072896 |
| 2000-03-01 | 2263.0438056183500 |
| 2000-04-01 | 2270.8479174099700 |
| 2000-05-01 | 2282.7517176376396 |
| 2000-06-01 | 2296.3051981873000 |
| 2000-07-01 | 2300.3143148782600 |
| 2000-08-01 | 2304.8731105324900 |
| 2000-09-01 | 2312.2713838710300 |
| 2000-10-01 | 2315.7063582847200 |
| 2000-11-01 | 2321.3176717976603 |
| 2000-12-01 | 2326.6908427494200 |
| 2001-01-01 | 2328.1847640014003 |
| 2001-02-01 | 2330.6604684311000 |
| 2001-03-01 | 2332.6299867826700 |
| 2001-04-01 | 2329.2751636180900 |
| 2001-05-01 | 2324.9201469159398 |
| 2001-06-01 | 2327.5489390350900 |
| 2001-07-01 | 2319.9022269900197 |
| 2001-08-01 | 2319.0734724967100 |
| 2001-09-01 | 2310.4622957810100 |
| 2001-10-01 | 2296.1828132468500 |
| 2001-11-01 | 2288.5343544435800 |
| 2001-12-01 | 2281.8867737993500 |
| 2002-01-01 | 2288.0499588627000 |
| 2002-02-01 | 2286.5503312641100 |
| 2002-03-01 | 2287.7476723695300 |
| 2002-04-01 | 2283.4662693243400 |
| 2002-05-01 | 2286.1974900429700 |
| 2002-06-01 | 2280.8833121558605 |
| 2002-07-01 | 2276.6267495755500 |
| 2002-08-01 | 2277.9228462469600 |
| 2002-09-01 | 2277.6971253625798 |
| 2002-10-01 | 2274.9942178954900 |
| 2002-11-01 | 2276.1402032705400 |
| 2002-12-01 | 2273.1907292212700 |
| 2003-01-01 | 2271.6021308668200 |
| 2003-02-01 | 2269.9641371380000 |
| 2003-03-01 | 2264.3353784108000 |
| 2003-04-01 | 2262.1250381630302 |
| 2003-05-01 | 2260.4906153082197 |
| 2003-06-01 | 2255.6611158559804 |
| 2003-07-01 | 2256.2914095079900 |
| 2003-08-01 | 2256.5542253364300 |
| 2003-09-01 | 2260.5822595390800 |
| 2003-10-01 | 2267.3018790848600 |
| 2003-11-01 | 2267.1823712905602 |
| 2003-12-01 | 2267.2927546666700 |
| 2004-01-01 | 2274.1637002863500 |
| 2004-02-01 | 2276.9364532555100 |
| 2004-03-01 | 2281.7336355179300 |
| 2004-04-01 | 2288.5595696959500 |
| 2004-05-01 | 2290.0700434973396 |
| 2004-06-01 | 2286.9335725717897 |
| 2004-07-01 | 2300.4545378992498 |
| 2004-08-01 | 2304.8337770897300 |
| 2004-09-01 | 2307.0344052136397 |
| 2004-10-01 | 2319.7006124155700 |
| 2004-11-01 | 2319.0260911238600 |
| 2004-12-01 | 2325.1981037939800 |
| 2005-01-01 | 2324.3606374512400 |
| 2005-02-01 | 2329.1182331374600 |
| 2005-03-01 | 2333.8774415095900 |
| 2005-04-01 | 2347.4011923907100 |
| 2005-05-01 | 2348.6764877194896 |
| 2005-06-01 | 2349.5039679836104 |
| 2005-07-01 | 2366.4919050212197 |
| 2005-08-01 | 2370.5299785980100 |
| 2005-09-01 | 2380.8816873610400 |
| 2005-10-01 | 2384.1921284308500 |
| 2005-11-01 | 2392.7832276246700 |
| 2005-12-01 | 2393.4809956722300 |
| 2006-01-01 | 2405.3815729819103 |
| 2006-02-01 | 2410.8775640199600 |
| 2006-03-01 | 2417.8774732966200 |
| 2006-04-01 | 2423.5254028355803 |
| 2006-05-01 | 2427.2527910914500 |
| 2006-06-01 | 2434.4983585817700 |
| 2006-07-01 | 2437.4476207836800 |
| 2006-08-01 | 2448.7066266892803 |
| 2006-09-01 | 2455.1936036434400 |
| 2006-10-01 | 2455.1921311438800 |
| 2006-11-01 | 2466.2734000157197 |
| 2006-12-01 | 2474.9269000881000 |
| 2007-01-01 | 2473.7093806158800 |
| 2007-02-01 | 2487.3359889948397 |
| 2007-03-01 | 2500.4184673481300 |
| 2007-04-01 | 2499.8355534333200 |
| 2007-05-01 | 2504.6864879724400 |
| 2007-06-01 | 2511.7695897012300 |
| 2007-07-01 | 2513.3390438185500 |
| 2007-08-01 | 2521.7687322930000 |
| 2007-09-01 | 2526.7248126407200 |
| 2007-10-01 | 2534.9795269844200 |
| 2007-11-01 | 2543.5147036858100 |
| 2007-12-01 | 2547.6099195145500 |
| 2008-01-01 | 2553.5981831430700 |
| 2008-02-01 | 2561.3596015079397 |
| 2008-03-01 | 2559.2902547408400 |
| 2008-04-01 | 2559.1345999905200 |
| 2008-05-01 | 2563.2371170123997 |
| 2008-06-01 | 2559.4258364341604 |
| 2008-07-01 | 2561.5604135144600 |
| 2008-08-01 | 2559.1643723288003 |
| 2008-09-01 | 2554.4104852087303 |
| 2008-10-01 | 2548.1057016045897 |
| 2008-11-01 | 2538.7271880791300 |
| 2008-12-01 | 2535.8585530945700 |
| 2009-01-01 | 2525.2031211980398 |
| 2009-02-01 | 2514.5301588164500 |
| 2009-03-01 | 2505.0961646123396 |
| 2009-04-01 | 2498.9016058510200 |
| 2009-05-01 | 2494.1752041868804 |
| 2009-06-01 | 2488.6415655240303 |
| 2009-07-01 | 2490.0202463824500 |
| 2009-08-01 | 2484.4204674051300 |
| 2009-09-01 | 2482.3668293470000 |
| 2009-10-01 | 2488.1456440378697 |
| 2009-11-01 | 2486.9477072596300 |
| 2009-12-01 | 2488.8947422490500 |
| 2010-01-01 | 2491.3296973979400 |
| 2010-02-01 | 2495.3458327494600 |
| 2010-03-01 | 2502.8840736997500 |
| 2010-04-01 | 2506.9901368850100 |
| 2010-05-01 | 2515.6703856018400 |
| 2010-06-01 | 2517.8737733619300 |
| 2010-07-01 | 2517.3070894602200 |
| 2010-08-01 | 2518.4710593368300 |
| 2010-09-01 | 2521.3511621625400 |
| 2010-10-01 | 2536.0815640800100 |
| 2010-11-01 | 2536.3599454855500 |
| 2010-12-01 | 2543.3071028549400 |
| 2011-01-01 | 2551.8640194232700 |
| 2011-02-01 | 2553.5939185252696 |
| 2011-03-01 | 2564.5732900864400 |
| 2011-04-01 | 2578.4995490245100 |
| 2011-05-01 | 2575.6059974121400 |
| 2011-06-01 | 2581.9199382321900 |
| 2011-07-01 | 2589.5553899953798 |
| 2011-08-01 | 2594.1062612922196 |
| 2011-09-01 | 2604.5903221134500 |
| 2011-10-01 | 2599.7758904485400 |
| 2011-11-01 | 2601.9220576824105 |
| 2011-12-01 | 2606.4562713763200 |
| 2012-01-01 | 2614.7462442761900 |
| 2012-02-01 | 2624.0871912599400 |
| 2012-03-01 | 2632.0094747013500 |
| 2012-04-01 | 2637.8344498756400 |
| 2012-05-01 | 2642.4434714073000 |
| 2012-06-01 | 2648.5772922145200 |
| 2012-07-01 | 2644.4946137667400 |
| 2012-08-01 | 2657.2576639008303 |
| 2012-09-01 | 2665.1026201654500 |
| 2012-10-01 | 2669.0437802585298 |
| 2012-11-01 | 2679.5341919869800 |
| 2012-12-01 | 2685.2429140819800 |
| 2013-01-01 | 2679.7489066831500 |
| 2013-02-01 | 2695.0328281398397 |
| 2013-03-01 | 2700.8417544096400 |
| 2013-04-01 | 2708.6356370625800 |
| 2013-05-01 | 2716.3512926908100 |
| 2013-06-01 | 2726.6184075499400 |
| 2013-07-01 | 2735.6483733428500 |
| 2013-08-01 | 2747.3622774293900 |
| 2013-09-01 | 2756.5506192946400 |
| 2013-10-01 | 2759.6244094605700 |
| 2013-11-01 | 2771.7094042994104 |
| 2013-12-01 | 2774.7569022664197 |
| 2014-01-01 | 2778.7674059373500 |
| 2014-02-01 | 2787.3900964123200 |
| 2014-03-01 | 2798.9310889837500 |
| 2014-04-01 | 2808.2032447412603 |
| 2014-05-01 | 2816.8704556047200 |
| 2014-06-01 | 2828.4073584748500 |
| 2014-07-01 | 2833.4323749836894 |
| 2014-08-01 | 2843.7561118977900 |
| 2014-09-01 | 2851.2448260785500 |
| 2014-10-01 | 2864.0538642725200 |
| 2014-11-01 | 2870.5570669731605 |
| 2014-12-01 | 2884.0048993777195 |
| 2015-01-01 | 2892.4876501138300 |
| 2015-02-01 | 2901.4296727942797 |
| 2015-03-01 | 2902.5452489818200 |
| 2015-04-01 | 2916.8163186344300 |
| 2015-05-01 | 2926.7248978608695 |
| 2015-06-01 | 2938.1310686030200 |
| 2015-07-01 | 2950.9595722594104 |
| 2015-08-01 | 2955.3638904240397 |
| 2015-09-01 | 2960.1385326393897 |
| 2015-10-01 | 2969.8813549956000 |
| 2015-11-01 | 2968.4641672708200 |
| 2015-12-01 | 2982.2373357509100 |
| 2016-01-01 | 2994.4269766914504 |
| 2016-02-01 | 3003.7411096818700 |
| 2016-03-01 | 3006.9378058073403 |
| 2016-04-01 | 3022.2722083815900 |
| 2016-05-01 | 3027.5012174990100 |
| 2016-06-01 | 3030.2002959321600 |
| 2016-07-01 | 3042.0164442789196 |
| 2016-08-01 | 3048.0883054305395 |
| 2016-09-01 | 3062.2584400137800 |
| 2016-10-01 | 3059.3846318163800 |
| 2016-11-01 | 3066.7467580395600 |
| 2016-12-01 | 3075.7859605366198 |
| 2017-01-01 | 3085.0905473154000 |
| 2017-02-01 | 3089.7464947603900 |
| 2017-03-01 | 3097.2816709552503 |
| 2017-04-01 | 3101.6974038828400 |
| 2017-05-01 | 3105.4982005514700 |
| 2017-06-01 | 3116.8942235197600 |
| 2017-07-01 | 3111.6055323745000 |
| 2017-08-01 | 3118.3284291039100 |
| 2017-09-01 | 3128.2125109198900 |
| 2017-10-01 | 3133.3074841716700 |
| 2017-11-01 | 3142.7134194554200 |
| 2017-12-01 | 3144.6951267525700 |
| 2018-01-01 | 3150.0075641374000 |
| 2018-02-01 | 3159.8089006231000 |
| 2018-03-01 | 3168.1765124622602 |
| 2018-04-01 | 3169.1979889562394 |
| 2018-05-01 | 3179.8552772861000 |
| 2018-06-01 | 3193.7989778980800 |
| 2018-07-01 | 3192.9325743033696 |
| 2018-08-01 | 3198.7876874201597 |
| 2018-09-01 | 3202.4905319296900 |
| 2018-10-01 | 3206.1060983552000 |
| 2018-11-01 | 3210.8874494160200 |
| 2018-12-01 | 3219.4022779686497 |
| 2019-01-01 | 3224.6753949496800 |
| 2019-02-01 | 3234.1480360646500 |
| 2019-03-01 | 3242.0317792913106 |
| 2019-04-01 | 3248.6134042958100 |
| 2019-05-01 | 3260.2333970033300 |
| 2019-06-01 | 3270.5720457824700 |
| 2019-07-01 | 3279.4460959360500 |
| 2019-08-01 | 3285.9855870233696 |
| 2019-09-01 | 3291.6773800833200 |
| 2019-10-01 | 3302.7138414309100 |
| 2019-11-01 | 3313.4853607303603 |
| 2019-12-01 | 3318.7422183050203 |
| 2020-01-01 | 3330.4947660760804 |
| 2020-02-01 | 3338.2354344265505 |
| 2020-03-01 | 3321.2808363536700 |
| 2020-04-01 | 2930.3770978180396 |
| 2020-05-01 | 3006.5409195376500 |
| 2020-06-01 | 3082.0622453473800 |
| 2020-07-01 | 3103.4850427967500 |
| 2020-08-01 | 3129.9311349609898 |
| 2020-09-01 | 3154.8647065857695 |
| 2020-10-01 | 3192.2148439966500 |
| 2020-11-01 | 3202.3811978601098 |
| 2020-12-01 | 3222.3666125551194 |
| 2021-01-01 | 3241.4364128802600 |
| 2021-02-01 | 3231.4567228413900 |
| 2021-03-01 | 3269.5414238642998 |
| 2021-04-01 | 3283.0528001878197 |
| 2021-05-01 | 3298.5612563536497 |
| 2021-06-01 | 3318.4467531623100 |
| 2021-07-01 | 3352.6716144490900 |
| 2021-08-01 | 3357.9331725537604 |
| 2021-09-01 | 3376.0521530587900 |
| 2021-10-01 | 3414.7266788302200 |
| 2021-11-01 | 3428.3745686395900 |
| 2021-12-01 | 3449.2985724855500 |
| 2022-01-01 | 3463.0481171679603 |
| 2022-02-01 | 3488.1694121392200 |
| 2022-03-01 | 3502.5525163190996 |
| 2022-04-01 | 3530.7682796775300 |
| 2022-05-01 | 3542.3518758690500 |
| 2022-06-01 | 3549.0659259459203 |
| 2022-07-01 | 3585.0512836097796 |
| 2022-08-01 | 3599.1811382783100 |
| 2022-09-01 | 3607.5374547368000 |
| 2022-10-01 | 3616.1778451456000 |
| 2022-11-01 | 3618.6656789330200 |
| 2022-12-01 | 3615.6629536006703 |
| 2023-01-01 | 3648.8107064654705 |
| 2023-02-01 | 3648.3718393986400 |
| 2023-03-01 | 3662.6222740355297 |
| 2023-04-01 | 3664.2389268660295 |
| 2023-05-01 | 3671.3841776571703 |
| 2023-06-01 | 3676.1147086897400 |
| 2023-07-01 | 3678.8258896479600 |
| 2023-08-01 | 3684.7860954332396 |
| 2023-09-01 | 3682.5579350286300 |
| 2023-10-01 | 3686.8558206983002 |
| 2023-11-01 | 3691.7896791817600 |
| 2023-12-01 | 3697.1580888682397 |
| 2024-01-01 | 3704.3713331199200 |
| 2024-02-01 | 3709.9611004771796 |
| 2024-03-01 | 3710.9423219161104 |
| 2024-04-01 | 3718.9064231793895 |
| 2024-05-01 | 3726.7625570915297 |
| 2024-06-01 | 3725.1424342781700 |
| 2024-07-01 | 3718.1263499760103 |
| 2024-08-01 | 3731.5991315689900 |
| 2024-09-01 | 3750.6349249342206 |
