Table Data - All Employees: Professional and Business Services in Dallas-Plano-Irving, TX (MD)
| Title | All Employees: Professional and Business Services in Dallas-Plano-Irving, TX (MD) |
|---|---|
| Series ID | SMU48191246000000001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:43 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 | 153.7997286170 |
| 1990-02-01 | 154.3542051666 |
| 1990-03-01 | 154.9563632265 |
| 1990-04-01 | 154.1580933795 |
| 1990-05-01 | 155.3483776323 |
| 1990-06-01 | 157.5200676676 |
| 1990-07-01 | 158.8327629145 |
| 1990-08-01 | 161.2966168780 |
| 1990-09-01 | 162.6508330994 |
| 1990-10-01 | 161.4713306376 |
| 1990-11-01 | 163.9863914574 |
| 1990-12-01 | 166.0794076011 |
| 1991-01-01 | 160.1913355388 |
| 1991-02-01 | 160.0932103419 |
| 1991-03-01 | 160.2007443648 |
| 1991-04-01 | 158.0538867217 |
| 1991-05-01 | 159.3572544184 |
| 1991-06-01 | 159.1105523596 |
| 1991-07-01 | 158.6868988187 |
| 1991-08-01 | 159.4190929972 |
| 1991-09-01 | 158.7763117651 |
| 1991-10-01 | 159.2860054622 |
| 1991-11-01 | 159.7551788230 |
| 1991-12-01 | 159.9593657731 |
| 1992-01-01 | 161.2581649644 |
| 1992-02-01 | 161.2901402155 |
| 1992-03-01 | 162.2037145981 |
| 1992-04-01 | 163.2788136446 |
| 1992-05-01 | 164.0406613065 |
| 1992-06-01 | 163.9942853696 |
| 1992-07-01 | 164.4979309658 |
| 1992-08-01 | 163.9733014590 |
| 1992-09-01 | 164.6711586561 |
| 1992-10-01 | 166.2842141380 |
| 1992-11-01 | 166.5511788603 |
| 1992-12-01 | 166.8595313108 |
| 1993-01-01 | 167.2635552586 |
| 1993-02-01 | 168.6923095094 |
| 1993-03-01 | 168.7547016653 |
| 1993-04-01 | 171.2909624537 |
| 1993-05-01 | 172.7382887760 |
| 1993-06-01 | 174.3351804960 |
| 1993-07-01 | 177.0566807032 |
| 1993-08-01 | 177.4382001347 |
| 1993-09-01 | 179.7582177713 |
| 1993-10-01 | 180.1233899808 |
| 1993-11-01 | 180.7796475076 |
| 1993-12-01 | 182.1124804202 |
| 1994-01-01 | 183.6280742563 |
| 1994-02-01 | 183.5604498005 |
| 1994-03-01 | 184.5396187793 |
| 1994-04-01 | 186.6710749312 |
| 1994-05-01 | 186.6856866777 |
| 1994-06-01 | 188.0647977087 |
| 1994-07-01 | 196.8295097336 |
| 1994-08-01 | 197.6238181936 |
| 1994-09-01 | 198.9127785128 |
| 1994-10-01 | 196.6915215839 |
| 1994-11-01 | 199.2949252457 |
| 1994-12-01 | 200.1784355543 |
| 1995-01-01 | 200.8833747856 |
| 1995-02-01 | 202.9630482022 |
| 1995-03-01 | 204.4801141233 |
| 1995-04-01 | 202.6773107356 |
| 1995-05-01 | 204.0594330871 |
| 1995-06-01 | 204.0378591566 |
| 1995-07-01 | 203.7752467570 |
| 1995-08-01 | 206.5307552109 |
| 1995-09-01 | 207.5164656225 |
| 1995-10-01 | 210.0272599969 |
| 1995-11-01 | 214.0409170464 |
| 1995-12-01 | 213.8453849379 |
| 1996-01-01 | 215.2334988318 |
| 1996-02-01 | 217.7301899638 |
| 1996-03-01 | 218.5764918066 |
| 1996-04-01 | 222.8485813980 |
| 1996-05-01 | 225.8940680778 |
| 1996-06-01 | 226.1298861206 |
| 1996-07-01 | 231.0990149726 |
| 1996-08-01 | 232.8635635416 |
| 1996-09-01 | 234.2007942965 |
| 1996-10-01 | 236.4986002641 |
| 1996-11-01 | 240.2380804406 |
| 1996-12-01 | 240.4161678284 |
| 1997-01-01 | 240.2005301629 |
| 1997-02-01 | 242.1633816073 |
| 1997-03-01 | 244.8577846423 |
| 1997-04-01 | 246.6731531356 |
| 1997-05-01 | 248.7516400705 |
| 1997-06-01 | 251.3264243269 |
| 1997-07-01 | 248.1212460415 |
| 1997-08-01 | 251.5726927909 |
| 1997-09-01 | 255.5055513043 |
| 1997-10-01 | 256.1630247373 |
| 1997-11-01 | 258.5908278773 |
| 1997-12-01 | 260.2641012520 |
| 1998-01-01 | 263.3507227281 |
| 1998-02-01 | 264.2401019291 |
| 1998-03-01 | 265.4412447084 |
| 1998-04-01 | 266.7463979439 |
| 1998-05-01 | 267.9374678411 |
| 1998-06-01 | 270.6165798610 |
| 1998-07-01 | 271.9280093608 |
| 1998-08-01 | 272.1961854118 |
| 1998-09-01 | 273.4731001753 |
| 1998-10-01 | 276.5701950120 |
| 1998-11-01 | 277.6182699263 |
| 1998-12-01 | 280.1268868251 |
| 1999-01-01 | 283.0421198326 |
| 1999-02-01 | 286.4534513665 |
| 1999-03-01 | 288.8965906539 |
| 1999-04-01 | 287.5523722238 |
| 1999-05-01 | 286.7365146369 |
| 1999-06-01 | 289.1257496952 |
| 1999-07-01 | 292.2777301745 |
| 1999-08-01 | 293.2674463045 |
| 1999-09-01 | 294.2618258997 |
| 1999-10-01 | 295.6279027529 |
| 1999-11-01 | 296.9531854692 |
| 1999-12-01 | 298.9235717982 |
| 2000-01-01 | 302.0059863720 |
| 2000-02-01 | 303.5548225353 |
| 2000-03-01 | 305.4173547926 |
| 2000-04-01 | 307.7116076369 |
| 2000-05-01 | 309.5621442052 |
| 2000-06-01 | 315.6066031163 |
| 2000-07-01 | 314.1757487494 |
| 2000-08-01 | 315.7193488456 |
| 2000-09-01 | 318.2583453660 |
| 2000-10-01 | 317.1260611247 |
| 2000-11-01 | 317.6638938060 |
| 2000-12-01 | 317.7790843521 |
| 2001-01-01 | 315.5787206626 |
| 2001-02-01 | 315.0427315903 |
| 2001-03-01 | 314.5568997429 |
| 2001-04-01 | 311.3129819348 |
| 2001-05-01 | 309.7807800021 |
| 2001-06-01 | 307.2713391981 |
| 2001-07-01 | 302.8141495824 |
| 2001-08-01 | 300.4000152197 |
| 2001-09-01 | 297.5902169864 |
| 2001-10-01 | 290.0573710888 |
| 2001-11-01 | 288.6999565802 |
| 2001-12-01 | 286.6615338875 |
| 2002-01-01 | 285.7522646840 |
| 2002-02-01 | 284.0365490091 |
| 2002-03-01 | 283.5801622675 |
| 2002-04-01 | 283.3864706656 |
| 2002-05-01 | 284.4505507457 |
| 2002-06-01 | 283.2970554716 |
| 2002-07-01 | 284.0154611045 |
| 2002-08-01 | 284.6545095846 |
| 2002-09-01 | 284.5246176232 |
| 2002-10-01 | 282.6686990455 |
| 2002-11-01 | 282.1848110243 |
| 2002-12-01 | 280.3878386585 |
| 2003-01-01 | 279.7918301603 |
| 2003-02-01 | 278.0459084767 |
| 2003-03-01 | 277.2027004892 |
| 2003-04-01 | 277.6938252600 |
| 2003-05-01 | 277.8656465938 |
| 2003-06-01 | 277.9840868355 |
| 2003-07-01 | 278.6258883886 |
| 2003-08-01 | 279.3025576378 |
| 2003-09-01 | 280.1526777597 |
| 2003-10-01 | 281.5716594115 |
| 2003-11-01 | 283.1086371413 |
| 2003-12-01 | 286.0859979713 |
| 2004-01-01 | 288.2858827425 |
| 2004-02-01 | 289.7034674931 |
| 2004-03-01 | 290.7210708008 |
| 2004-04-01 | 292.1673046265 |
| 2004-05-01 | 292.2925331244 |
| 2004-06-01 | 292.9134019387 |
| 2004-07-01 | 296.1849135360 |
| 2004-08-01 | 294.7704569742 |
| 2004-09-01 | 293.2998715104 |
| 2004-10-01 | 297.6821879581 |
| 2004-11-01 | 296.1596111823 |
| 2004-12-01 | 296.4792166484 |
| 2005-01-01 | 296.2868691415 |
| 2005-02-01 | 298.4589498398 |
| 2005-03-01 | 299.0995101775 |
| 2005-04-01 | 304.2273440641 |
| 2005-05-01 | 303.8676718706 |
| 2005-06-01 | 304.9545486774 |
| 2005-07-01 | 309.8462620204 |
| 2005-08-01 | 309.0969751560 |
| 2005-09-01 | 312.1131071087 |
| 2005-10-01 | 315.9974751591 |
| 2005-11-01 | 317.2162942384 |
| 2005-12-01 | 318.7594412409 |
| 2006-01-01 | 321.6721443832 |
| 2006-02-01 | 323.4099557985 |
| 2006-03-01 | 325.8530658624 |
| 2006-04-01 | 326.7440835397 |
| 2006-05-01 | 328.4383039131 |
| 2006-06-01 | 329.8538041422 |
| 2006-07-01 | 330.7439475731 |
| 2006-08-01 | 332.9565772150 |
| 2006-09-01 | 335.1849372881 |
| 2006-10-01 | 334.7171246366 |
| 2006-11-01 | 338.1197967509 |
| 2006-12-01 | 340.0693153070 |
| 2007-01-01 | 339.8111117635 |
| 2007-02-01 | 343.9290941191 |
| 2007-03-01 | 346.2937872195 |
| 2007-04-01 | 347.5332882748 |
| 2007-05-01 | 349.1286538296 |
| 2007-06-01 | 352.0350474853 |
| 2007-07-01 | 351.5448690432 |
| 2007-08-01 | 353.6264627156 |
| 2007-09-01 | 354.9656181720 |
| 2007-10-01 | 357.0832472512 |
| 2007-11-01 | 359.2311809069 |
| 2007-12-01 | 362.0001393475 |
| 2008-01-01 | 363.6983367589 |
| 2008-02-01 | 364.6849031637 |
| 2008-03-01 | 364.5705054195 |
| 2008-04-01 | 362.2495736095 |
| 2008-05-01 | 364.3698279550 |
| 2008-06-01 | 363.8690300731 |
| 2008-07-01 | 361.9720370636 |
| 2008-08-01 | 360.7156665747 |
| 2008-09-01 | 358.8610020941 |
| 2008-10-01 | 356.0002641660 |
| 2008-11-01 | 353.1218655883 |
| 2008-12-01 | 350.7054373173 |
| 2009-01-01 | 344.6364892315 |
| 2009-02-01 | 340.0859937945 |
| 2009-03-01 | 337.0780542263 |
| 2009-04-01 | 333.1123410957 |
| 2009-05-01 | 333.6141756018 |
| 2009-06-01 | 333.1544661151 |
| 2009-07-01 | 333.5218634427 |
| 2009-08-01 | 332.7956156342 |
| 2009-09-01 | 332.1594950636 |
| 2009-10-01 | 334.0259969923 |
| 2009-11-01 | 335.2621082815 |
| 2009-12-01 | 336.2821812826 |
| 2010-01-01 | 337.3485631680 |
| 2010-02-01 | 338.3210211173 |
| 2010-03-01 | 339.5848954819 |
| 2010-04-01 | 341.5349342818 |
| 2010-05-01 | 342.8758880237 |
| 2010-06-01 | 343.7086900739 |
| 2010-07-01 | 346.4575488755 |
| 2010-08-01 | 347.8080632827 |
| 2010-09-01 | 349.8236115066 |
| 2010-10-01 | 350.6543156281 |
| 2010-11-01 | 351.8359186556 |
| 2010-12-01 | 354.6067908758 |
| 2011-01-01 | 354.8047604946 |
| 2011-02-01 | 356.5584522907 |
| 2011-03-01 | 358.5357970531 |
| 2011-04-01 | 360.8284087839 |
| 2011-05-01 | 360.5240555266 |
| 2011-06-01 | 361.2252252450 |
| 2011-07-01 | 362.6722559612 |
| 2011-08-01 | 364.1439726172 |
| 2011-09-01 | 367.4768355983 |
| 2011-10-01 | 367.2427690296 |
| 2011-11-01 | 367.7123783547 |
| 2011-12-01 | 368.0510296658 |
| 2012-01-01 | 371.7155882003 |
| 2012-02-01 | 374.6045311943 |
| 2012-03-01 | 376.7879276479 |
| 2012-04-01 | 378.4834765141 |
| 2012-05-01 | 381.4093048722 |
| 2012-06-01 | 381.7214718395 |
| 2012-07-01 | 379.0914844610 |
| 2012-08-01 | 382.4159982581 |
| 2012-09-01 | 383.3990662639 |
| 2012-10-01 | 384.5870852360 |
| 2012-11-01 | 387.4404767885 |
| 2012-12-01 | 386.8702900992 |
| 2013-01-01 | 385.7694814493 |
| 2013-02-01 | 388.0261402380 |
| 2013-03-01 | 389.7495578608 |
| 2013-04-01 | 389.3772368660 |
| 2013-05-01 | 391.5000377591 |
| 2013-06-01 | 394.2518389535 |
| 2013-07-01 | 394.6530446743 |
| 2013-08-01 | 398.5330016522 |
| 2013-09-01 | 401.1703576910 |
| 2013-10-01 | 403.1356558729 |
| 2013-11-01 | 406.3733656308 |
| 2013-12-01 | 406.4492083822 |
| 2014-01-01 | 408.2453374330 |
| 2014-02-01 | 410.6025219590 |
| 2014-03-01 | 413.8294142223 |
| 2014-04-01 | 417.0150788512 |
| 2014-05-01 | 419.7514798480 |
| 2014-06-01 | 421.8669943291 |
| 2014-07-01 | 424.0514888614 |
| 2014-08-01 | 426.2744780538 |
| 2014-09-01 | 428.3061092394 |
| 2014-10-01 | 429.6793017883 |
| 2014-11-01 | 431.7087649322 |
| 2014-12-01 | 434.4144750521 |
| 2015-01-01 | 438.3236694599 |
| 2015-02-01 | 439.7892715979 |
| 2015-03-01 | 441.3919584214 |
| 2015-04-01 | 442.5157040563 |
| 2015-05-01 | 443.1301384420 |
| 2015-06-01 | 443.9256435025 |
| 2015-07-01 | 446.8429044168 |
| 2015-08-01 | 446.7600233222 |
| 2015-09-01 | 447.4347983836 |
| 2015-10-01 | 450.6751896730 |
| 2015-11-01 | 450.7746348395 |
| 2015-12-01 | 453.2773624683 |
| 2016-01-01 | 457.0558134275 |
| 2016-02-01 | 457.9032021511 |
| 2016-03-01 | 457.9352956964 |
| 2016-04-01 | 461.4637044372 |
| 2016-05-01 | 462.1773999187 |
| 2016-06-01 | 463.7614608190 |
| 2016-07-01 | 466.8577158833 |
| 2016-08-01 | 468.5205103236 |
| 2016-09-01 | 471.9483393246 |
| 2016-10-01 | 470.4089490258 |
| 2016-11-01 | 471.2663063012 |
| 2016-12-01 | 473.0563782487 |
| 2017-01-01 | 474.3456170120 |
| 2017-02-01 | 475.7557069377 |
| 2017-03-01 | 475.5884680150 |
| 2017-04-01 | 474.3622470548 |
| 2017-05-01 | 476.7360181096 |
| 2017-06-01 | 477.5325361896 |
| 2017-07-01 | 476.0815728093 |
| 2017-08-01 | 476.2541216536 |
| 2017-09-01 | 480.0074061048 |
| 2017-10-01 | 481.4093722457 |
| 2017-11-01 | 483.6605223212 |
| 2017-12-01 | 482.0465033821 |
| 2018-01-01 | 485.3728998265 |
| 2018-02-01 | 487.2834584704 |
| 2018-03-01 | 490.5231814175 |
| 2018-04-01 | 490.4177321780 |
| 2018-05-01 | 493.1936872700 |
| 2018-06-01 | 495.3288374184 |
| 2018-07-01 | 495.9925321091 |
| 2018-08-01 | 497.6409568269 |
| 2018-09-01 | 498.1149010331 |
| 2018-10-01 | 499.0179533776 |
| 2018-11-01 | 500.6077571511 |
| 2018-12-01 | 502.0898111609 |
| 2019-01-01 | 502.2322244093 |
| 2019-02-01 | 503.5354166036 |
| 2019-03-01 | 505.1575710952 |
| 2019-04-01 | 508.2506507487 |
| 2019-05-01 | 509.6223851787 |
| 2019-06-01 | 511.5856167219 |
| 2019-07-01 | 513.2711185465 |
| 2019-08-01 | 515.3384777011 |
| 2019-09-01 | 516.2863263441 |
| 2019-10-01 | 518.2651841370 |
| 2019-11-01 | 520.6132416505 |
| 2019-12-01 | 521.5064947326 |
| 2020-01-01 | 524.7831619430 |
| 2020-02-01 | 526.7275526287 |
| 2020-03-01 | 524.8249972915 |
| 2020-04-01 | 481.3534522062 |
| 2020-05-01 | 484.5891869286 |
| 2020-06-01 | 488.4126860888 |
| 2020-07-01 | 493.0209059408 |
| 2020-08-01 | 497.0367989873 |
| 2020-09-01 | 499.0129064538 |
| 2020-10-01 | 503.8000282250 |
| 2020-11-01 | 507.1976589941 |
| 2020-12-01 | 516.1422440531 |
| 2021-01-01 | 521.6551577685 |
| 2021-02-01 | 521.1285574744 |
| 2021-03-01 | 529.4860268243 |
| 2021-04-01 | 534.9476108688 |
| 2021-05-01 | 540.9086116918 |
| 2021-06-01 | 545.9970810075 |
| 2021-07-01 | 552.4360299167 |
| 2021-08-01 | 555.0655216492 |
| 2021-09-01 | 564.1017810679 |
| 2021-10-01 | 574.4838750279 |
| 2021-11-01 | 577.6911638476 |
| 2021-12-01 | 583.7692796695 |
| 2022-01-01 | 586.2677021538 |
| 2022-02-01 | 592.7211611357 |
| 2022-03-01 | 598.0435343134 |
| 2022-04-01 | 604.2714410966 |
| 2022-05-01 | 608.3981961662 |
| 2022-06-01 | 611.4468499873 |
| 2022-07-01 | 617.8208973011 |
| 2022-08-01 | 620.2235755544 |
| 2022-09-01 | 623.6926136706 |
| 2022-10-01 | 626.3258991521 |
| 2022-11-01 | 626.7898412949 |
| 2022-12-01 | 625.1648152487 |
| 2023-01-01 | 628.3827984449 |
| 2023-02-01 | 627.4297034054 |
| 2023-03-01 | 628.0213623984 |
| 2023-04-01 | 626.0118209243 |
| 2023-05-01 | 623.3212120415 |
| 2023-06-01 | 622.2164500572 |
| 2023-07-01 | 621.0340472432 |
| 2023-08-01 | 619.6697074716 |
| 2023-09-01 | 619.3314125846 |
| 2023-10-01 | 618.2319768684 |
| 2023-11-01 | 618.1972771339 |
| 2023-12-01 | 614.2954004188 |
| 2024-01-01 | 621.2566932614 |
| 2024-02-01 | 620.9792879762 |
| 2024-03-01 | 617.7067372285 |
| 2024-04-01 | 618.9881622464 |
| 2024-05-01 | 620.0806141459 |
| 2024-06-01 | 621.1116224274 |
| 2024-07-01 | 617.1083270781 |
| 2024-08-01 | 620.9520983852 |
| 2024-09-01 | 621.1224305297 |
| 2024-10-01 | 623.9747610189 |
| 2024-11-01 | 624.3963821916 |
| 2024-12-01 | 623.6931949807 |
| 2025-01-01 | 623.2352434179 |
| 2025-02-01 | 622.4282569374 |
| 2025-03-01 | 623.8619103980 |
| 2025-04-01 | 626.7084592173 |
| 2025-05-01 | 628.4803707539 |
| 2025-06-01 | 627.5175901741 |
| 2025-07-01 | 628.8957328808 |
| 2025-08-01 | 629.8051658607 |
| 2025-09-01 | 629.0972366069 |
| 2025-10-01 | 627.0037502984 |
| 2025-11-01 | 626.8770986234 |
| 2025-12-01 | 633.1635189654 |
| 2026-01-01 | 634.3924385526 |
| 2026-02-01 | 636.2629165812 |
| 2026-03-01 | 642.7111596979 |
| 2026-04-01 | 639.3331436510 |
| 2026-05-01 | 637.2783464619 |
| 2026-06-01 | 647.1094152377 |
| 2026-07-01 | 644.3857015500 |
| 2026-08-01 | 646.8199058368 |
| 2026-09-01 | 651.4757365661 |