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 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 | 153.768795251331 |
| 1990-02-01 | 154.328842029287 |
| 1990-03-01 | 154.937833699159 |
| 1990-04-01 | 154.149315405399 |
| 1990-05-01 | 155.334577890855 |
| 1990-06-01 | 157.513177289900 |
| 1990-07-01 | 158.836119687106 |
| 1990-08-01 | 161.313929455885 |
| 1990-09-01 | 162.676785149462 |
| 1990-10-01 | 161.536732859730 |
| 1990-11-01 | 164.018954038633 |
| 1990-12-01 | 166.039118313667 |
| 1991-01-01 | 160.159188696256 |
| 1991-02-01 | 160.067440893906 |
| 1991-03-01 | 160.184348303380 |
| 1991-04-01 | 158.043105255312 |
| 1991-05-01 | 159.341933847939 |
| 1991-06-01 | 159.100944694263 |
| 1991-07-01 | 158.694331375281 |
| 1991-08-01 | 159.432808663813 |
| 1991-09-01 | 158.799323773205 |
| 1991-10-01 | 159.374084364259 |
| 1991-11-01 | 159.767962416414 |
| 1991-12-01 | 159.916261286467 |
| 1992-01-01 | 161.227554567119 |
| 1992-02-01 | 161.266369765350 |
| 1992-03-01 | 162.184290584769 |
| 1992-04-01 | 163.276709265522 |
| 1992-05-01 | 164.014111401263 |
| 1992-06-01 | 163.974843873535 |
| 1992-07-01 | 164.515039949291 |
| 1992-08-01 | 163.990137017794 |
| 1992-09-01 | 164.704375059860 |
| 1992-10-01 | 166.413253349699 |
| 1992-11-01 | 166.501671549499 |
| 1992-12-01 | 166.828517822533 |
| 1993-01-01 | 167.237549822074 |
| 1993-02-01 | 168.662350182012 |
| 1993-03-01 | 168.753823837109 |
| 1993-04-01 | 171.282127179064 |
| 1993-05-01 | 172.683180101156 |
| 1993-06-01 | 174.297446221662 |
| 1993-07-01 | 177.085530212640 |
| 1993-08-01 | 177.467445988823 |
| 1993-09-01 | 179.824396524299 |
| 1993-10-01 | 180.333670419351 |
| 1993-11-01 | 180.605693011831 |
| 1993-12-01 | 182.114863976401 |
| 1994-01-01 | 183.619777880073 |
| 1994-02-01 | 183.524617341105 |
| 1994-03-01 | 184.553847890512 |
| 1994-04-01 | 186.648657224035 |
| 1994-05-01 | 186.568186855082 |
| 1994-06-01 | 187.976844387144 |
| 1994-07-01 | 196.844628353724 |
| 1994-08-01 | 197.757398082529 |
| 1994-09-01 | 199.023538619688 |
| 1994-10-01 | 196.974851590054 |
| 1994-11-01 | 198.998561388343 |
| 1994-12-01 | 200.228813891021 |
| 1995-01-01 | 200.882725111049 |
| 1995-02-01 | 202.917244384757 |
| 1995-03-01 | 204.515227282498 |
| 1995-04-01 | 202.615468008037 |
| 1995-05-01 | 203.866903154095 |
| 1995-06-01 | 203.891388306887 |
| 1995-07-01 | 203.767295623370 |
| 1995-08-01 | 206.775617950477 |
| 1995-09-01 | 207.667428985716 |
| 1995-10-01 | 210.380839267961 |
| 1995-11-01 | 213.671631196284 |
| 1995-12-01 | 213.930783257762 |
| 1996-01-01 | 215.240850957728 |
| 1996-02-01 | 217.670971920163 |
| 1996-03-01 | 218.609151195604 |
| 1996-04-01 | 222.752078527236 |
| 1996-05-01 | 225.639038030769 |
| 1996-06-01 | 225.908397881288 |
| 1996-07-01 | 231.044999987219 |
| 1996-08-01 | 233.246263591057 |
| 1996-09-01 | 234.389424596501 |
| 1996-10-01 | 236.882480690853 |
| 1996-11-01 | 239.873232316331 |
| 1996-12-01 | 240.541482607020 |
| 1997-01-01 | 240.208867687750 |
| 1997-02-01 | 242.088170610165 |
| 1997-03-01 | 244.909012124327 |
| 1997-04-01 | 246.525530701505 |
| 1997-05-01 | 248.475366270122 |
| 1997-06-01 | 251.053342352872 |
| 1997-07-01 | 248.014047178664 |
| 1997-08-01 | 251.964911355849 |
| 1997-09-01 | 255.695251486105 |
| 1997-10-01 | 256.534855365654 |
| 1997-11-01 | 258.320559660981 |
| 1997-12-01 | 260.436537804392 |
| 1998-01-01 | 263.395105050139 |
| 1998-02-01 | 264.179176665038 |
| 1998-03-01 | 265.494851524311 |
| 1998-04-01 | 266.587075202121 |
| 1998-05-01 | 267.677543319319 |
| 1998-06-01 | 270.297413731936 |
| 1998-07-01 | 271.721622564175 |
| 1998-08-01 | 272.495947253848 |
| 1998-09-01 | 273.576004420522 |
| 1998-10-01 | 276.893929081763 |
| 1998-11-01 | 277.613378965028 |
| 1998-12-01 | 280.351190976498 |
| 1999-01-01 | 283.121309228668 |
| 1999-02-01 | 286.434654351017 |
| 1999-03-01 | 288.957098009179 |
| 1999-04-01 | 287.402392975614 |
| 1999-05-01 | 286.490776037625 |
| 1999-06-01 | 288.809662214877 |
| 1999-07-01 | 291.997120273266 |
| 1999-08-01 | 293.310139667069 |
| 1999-09-01 | 294.236852036494 |
| 1999-10-01 | 295.923950974485 |
| 1999-11-01 | 297.228131751204 |
| 1999-12-01 | 299.203968688136 |
| 2000-01-01 | 302.155474214858 |
| 2000-02-01 | 303.593238927000 |
| 2000-03-01 | 305.472863704208 |
| 2000-04-01 | 307.607971496203 |
| 2000-05-01 | 309.326063754779 |
| 2000-06-01 | 315.289492465569 |
| 2000-07-01 | 313.829659694082 |
| 2000-08-01 | 315.471966247856 |
| 2000-09-01 | 318.102305206431 |
| 2000-10-01 | 317.401127688270 |
| 2000-11-01 | 318.168744703642 |
| 2000-12-01 | 318.125185168569 |
| 2001-01-01 | 315.788546121376 |
| 2001-02-01 | 315.132511351875 |
| 2001-03-01 | 314.624379261519 |
| 2001-04-01 | 311.241696369705 |
| 2001-05-01 | 309.543193324275 |
| 2001-06-01 | 307.017633608062 |
| 2001-07-01 | 302.472291453638 |
| 2001-08-01 | 299.996971820134 |
| 2001-09-01 | 297.386473048759 |
| 2001-10-01 | 290.284785649638 |
| 2001-11-01 | 289.169808483946 |
| 2001-12-01 | 287.000468025335 |
| 2002-01-01 | 285.984239582809 |
| 2002-02-01 | 284.153431395974 |
| 2002-03-01 | 283.638511072154 |
| 2002-04-01 | 283.342510002576 |
| 2002-05-01 | 284.242073588031 |
| 2002-06-01 | 283.100330373598 |
| 2002-07-01 | 283.659272482829 |
| 2002-08-01 | 284.283445202043 |
| 2002-09-01 | 284.318299905221 |
| 2002-10-01 | 282.868652106897 |
| 2002-11-01 | 282.617248707015 |
| 2002-12-01 | 280.696779716915 |
| 2003-01-01 | 280.000141075884 |
| 2003-02-01 | 278.164412895465 |
| 2003-03-01 | 277.240176692234 |
| 2003-04-01 | 277.659848872003 |
| 2003-05-01 | 277.671258672481 |
| 2003-06-01 | 277.845441423452 |
| 2003-07-01 | 278.288427053079 |
| 2003-08-01 | 279.047739574627 |
| 2003-09-01 | 279.991827530469 |
| 2003-10-01 | 281.744055729153 |
| 2003-11-01 | 283.426748424770 |
| 2003-12-01 | 286.325933837490 |
| 2004-01-01 | 288.460668468074 |
| 2004-02-01 | 289.797184885743 |
| 2004-03-01 | 290.744755090253 |
| 2004-04-01 | 292.132776981767 |
| 2004-05-01 | 292.156969577143 |
| 2004-06-01 | 292.819568532454 |
| 2004-07-01 | 295.851487459069 |
| 2004-08-01 | 294.630746889028 |
| 2004-09-01 | 293.208303274469 |
| 2004-10-01 | 297.826342830564 |
| 2004-11-01 | 296.358307595566 |
| 2004-12-01 | 296.635664821893 |
| 2005-01-01 | 296.411748065710 |
| 2005-02-01 | 298.515826350393 |
| 2005-03-01 | 299.109185496375 |
| 2005-04-01 | 304.201289077691 |
| 2005-05-01 | 303.796663895416 |
| 2005-06-01 | 304.903695754504 |
| 2005-07-01 | 309.556978420156 |
| 2005-08-01 | 309.068239794818 |
| 2005-09-01 | 312.075442362565 |
| 2005-10-01 | 316.112216753911 |
| 2005-11-01 | 317.294302110994 |
| 2005-12-01 | 318.838500377781 |
| 2006-01-01 | 321.760406514210 |
| 2006-02-01 | 323.443094194467 |
| 2006-03-01 | 325.859540403755 |
| 2006-04-01 | 326.732469454836 |
| 2006-05-01 | 328.433216543682 |
| 2006-06-01 | 329.833636671524 |
| 2006-07-01 | 330.483849247391 |
| 2006-08-01 | 332.961915313246 |
| 2006-09-01 | 335.181390750647 |
| 2006-10-01 | 334.807612704256 |
| 2006-11-01 | 338.155481145231 |
| 2006-12-01 | 340.104333919737 |
| 2007-01-01 | 339.865490955051 |
| 2007-02-01 | 343.941998306999 |
| 2007-03-01 | 346.298617530695 |
| 2007-04-01 | 347.534568988309 |
| 2007-05-01 | 349.133857258171 |
| 2007-06-01 | 352.026990905943 |
| 2007-07-01 | 351.357871231073 |
| 2007-08-01 | 353.633743921740 |
| 2007-09-01 | 354.967166884850 |
| 2007-10-01 | 357.161546263074 |
| 2007-11-01 | 359.246254513351 |
| 2007-12-01 | 362.011836627411 |
| 2008-01-01 | 363.737489794703 |
| 2008-02-01 | 364.687461456972 |
| 2008-03-01 | 364.571605867264 |
| 2008-04-01 | 362.255262393000 |
| 2008-05-01 | 364.373687547666 |
| 2008-06-01 | 363.859700852552 |
| 2008-07-01 | 361.857603214355 |
| 2008-08-01 | 360.715849732834 |
| 2008-09-01 | 358.868435726259 |
| 2008-10-01 | 356.049446283752 |
| 2008-11-01 | 353.132379895261 |
| 2008-12-01 | 350.711842602546 |
| 2009-01-01 | 344.659273693476 |
| 2009-02-01 | 340.083795728190 |
| 2009-03-01 | 337.075697141142 |
| 2009-04-01 | 333.116732311671 |
| 2009-05-01 | 333.610337251498 |
| 2009-06-01 | 333.143828293985 |
| 2009-07-01 | 333.482104580810 |
| 2009-08-01 | 332.791524851834 |
| 2009-09-01 | 332.161580943331 |
| 2009-10-01 | 334.051196803827 |
| 2009-11-01 | 335.268827137196 |
| 2009-12-01 | 336.283434288557 |
| 2010-01-01 | 337.359301248042 |
| 2010-02-01 | 338.318950695275 |
| 2010-03-01 | 339.581785261237 |
| 2010-04-01 | 341.538770565341 |
| 2010-05-01 | 342.873534071061 |
| 2010-06-01 | 343.703749492749 |
| 2010-07-01 | 346.438238891418 |
| 2010-08-01 | 347.808290407421 |
| 2010-09-01 | 349.828406765138 |
| 2010-10-01 | 350.659587173907 |
| 2010-11-01 | 351.841604314319 |
| 2010-12-01 | 354.608021413508 |
| 2011-01-01 | 354.806375920781 |
| 2011-02-01 | 356.557432887996 |
| 2011-03-01 | 358.534712833214 |
| 2011-04-01 | 360.831864412271 |
| 2011-05-01 | 360.521569770968 |
| 2011-06-01 | 361.222408995415 |
| 2011-07-01 | 362.669096738078 |
| 2011-08-01 | 364.142215846044 |
| 2011-09-01 | 367.478899471180 |
| 2011-10-01 | 367.244463200596 |
| 2011-11-01 | 367.714341689840 |
| 2011-12-01 | 368.049768584169 |
| 2012-01-01 | 371.716157239614 |
| 2012-02-01 | 374.603922268471 |
| 2012-03-01 | 376.787686200690 |
| 2012-04-01 | 378.486675879987 |
| 2012-05-01 | 381.408865015354 |
| 2012-06-01 | 381.721042480688 |
| 2012-07-01 | 379.087704549480 |
| 2012-08-01 | 382.415601423891 |
| 2012-09-01 | 383.400923451570 |
| 2012-10-01 | 384.587642527923 |
| 2012-11-01 | 387.441901918766 |
| 2012-12-01 | 386.870580599600 |
| 2013-01-01 | 385.765319539214 |
| 2013-02-01 | 388.026807414314 |
| 2013-03-01 | 389.750387528493 |
| 2013-04-01 | 389.379635739117 |
| 2013-05-01 | 391.500514936813 |
| 2013-06-01 | 394.252752226040 |
| 2013-07-01 | 394.647776948200 |
| 2013-08-01 | 398.534287677558 |
| 2013-09-01 | 401.168448424923 |
| 2013-10-01 | 403.137670155625 |
| 2013-11-01 | 406.376704320874 |
| 2013-12-01 | 406.452105619768 |
| 2014-01-01 | 408.236846937184 |
| 2014-02-01 | 410.604361972218 |
| 2014-03-01 | 413.830160049162 |
| 2014-04-01 | 417.017565951686 |
| 2014-05-01 | 419.752120739899 |
| 2014-06-01 | 421.867230238938 |
| 2014-07-01 | 424.041181921166 |
| 2014-08-01 | 426.284104154234 |
| 2014-09-01 | 428.297480066372 |
| 2014-10-01 | 429.680152231678 |
| 2014-11-01 | 431.713079892743 |
| 2014-12-01 | 434.433264934668 |
| 2015-01-01 | 438.305431893665 |
| 2015-02-01 | 439.789780591794 |
| 2015-03-01 | 441.391595046582 |
| 2015-04-01 | 442.517181649076 |
| 2015-05-01 | 443.129141799048 |
| 2015-06-01 | 443.924097794193 |
| 2015-07-01 | 446.830522679060 |
| 2015-08-01 | 446.779080472636 |
| 2015-09-01 | 447.420418312717 |
| 2015-10-01 | 450.676436300132 |
| 2015-11-01 | 450.780093665683 |
| 2015-12-01 | 453.311147473110 |
| 2016-01-01 | 457.030520469970 |
| 2016-02-01 | 457.898112849254 |
| 2016-03-01 | 457.930395449257 |
| 2016-04-01 | 461.463093563760 |
| 2016-05-01 | 462.174249287132 |
| 2016-06-01 | 463.758147410859 |
| 2016-07-01 | 466.844210234599 |
| 2016-08-01 | 468.551512404317 |
| 2016-09-01 | 471.935501047427 |
| 2016-10-01 | 470.412615292782 |
| 2016-11-01 | 471.275167512043 |
| 2016-12-01 | 473.103143315849 |
| 2017-01-01 | 474.305273859747 |
| 2017-02-01 | 475.739754779381 |
| 2017-03-01 | 475.574096900887 |
| 2017-04-01 | 474.359627205726 |
| 2017-05-01 | 476.733779447008 |
| 2017-06-01 | 477.527910796292 |
| 2017-07-01 | 476.077019424382 |
| 2017-08-01 | 476.291127981360 |
| 2017-09-01 | 480.004983386361 |
| 2017-10-01 | 481.423170680630 |
| 2017-11-01 | 483.678989458966 |
| 2017-12-01 | 482.090084279600 |
| 2018-01-01 | 485.307037135072 |
| 2018-02-01 | 487.245081526976 |
| 2018-03-01 | 490.502741969282 |
| 2018-04-01 | 490.418176961222 |
| 2018-05-01 | 493.194123338175 |
| 2018-06-01 | 495.327083471138 |
| 2018-07-01 | 496.000129370948 |
| 2018-08-01 | 497.690411039255 |
| 2018-09-01 | 498.124793896354 |
| 2018-10-01 | 499.049146550303 |
| 2018-11-01 | 500.636160577723 |
| 2018-12-01 | 502.129068826942 |
| 2019-01-01 | 502.112800695749 |
| 2019-02-01 | 503.473795830899 |
| 2019-03-01 | 505.128518677566 |
| 2019-04-01 | 508.256007675388 |
| 2019-05-01 | 509.627999150175 |
| 2019-06-01 | 511.590197835837 |
| 2019-07-01 | 513.303339826209 |
| 2019-08-01 | 515.402213727459 |
| 2019-09-01 | 516.324182360997 |
| 2019-10-01 | 518.330563114082 |
| 2019-11-01 | 520.660144927911 |
| 2019-12-01 | 521.614387171581 |
| 2020-01-01 | 524.789938601052 |
| 2020-02-01 | 526.811104845867 |
| 2020-03-01 | 525.065339866982 |
| 2020-04-01 | 481.854510061720 |
| 2020-05-01 | 485.113779787042 |
| 2020-06-01 | 489.056833228477 |
| 2020-07-01 | 493.707768089230 |
| 2020-08-01 | 497.833969772733 |
| 2020-09-01 | 499.794003680822 |
| 2020-10-01 | 504.693995606582 |
| 2020-11-01 | 508.143541454282 |
| 2020-12-01 | 516.992402288846 |
| 2021-01-01 | 522.311087644858 |
| 2021-02-01 | 521.969977139843 |
| 2021-03-01 | 530.529306258791 |
| 2021-04-01 | 536.139813944672 |
| 2021-05-01 | 542.254499923861 |
| 2021-06-01 | 547.508451713530 |
| 2021-07-01 | 554.070882971235 |
| 2021-08-01 | 556.745044325189 |
| 2021-09-01 | 565.817558165650 |
| 2021-10-01 | 576.380684945458 |
| 2021-11-01 | 579.452020441239 |
| 2021-12-01 | 585.408168531676 |
| 2022-01-01 | 587.390936727888 |
| 2022-02-01 | 594.292026852645 |
| 2022-03-01 | 599.594778922127 |
| 2022-04-01 | 606.325055721185 |
| 2022-05-01 | 610.683443356495 |
| 2022-06-01 | 614.077104164251 |
| 2022-07-01 | 620.611178826513 |
| 2022-08-01 | 623.020818340091 |
| 2022-09-01 | 626.260989347204 |
| 2022-10-01 | 628.857163422577 |
| 2022-11-01 | 629.312226308698 |
| 2022-12-01 | 627.485650157399 |
| 2023-01-01 | 629.856721776073 |
| 2023-02-01 | 629.570074499876 |
| 2023-03-01 | 630.074296089532 |
| 2023-04-01 | 629.084185952991 |
| 2023-05-01 | 626.591502009225 |
| 2023-06-01 | 625.930299209584 |
| 2023-07-01 | 624.998896522980 |
| 2023-08-01 | 623.682968147395 |
| 2023-09-01 | 622.831516298827 |
| 2023-10-01 | 621.245855853716 |
| 2023-11-01 | 621.500716827764 |
| 2023-12-01 | 617.270203800037 |
| 2024-01-01 | 623.267493381898 |
| 2024-02-01 | 623.742009830381 |
| 2024-03-01 | 620.423654638820 |
| 2024-04-01 | 621.688828015459 |
| 2024-05-01 | 623.021818441302 |
| 2024-06-01 | 622.413790544813 |
| 2024-07-01 | 622.307901259587 |
| 2024-08-01 | 626.003547345635 |
| 2024-09-01 | 622.610022374459 |
| 2024-10-01 | 621.677969107708 |
| 2024-11-01 | 619.146079311310 |
| 2024-12-01 | 627.416812985654 |
| 2025-01-01 | 622.604859664653 |
| 2025-02-01 | 620.759530865276 |
| 2025-03-01 | 621.199415181288 |
| 2025-04-01 | 619.109848249647 |
| 2025-05-01 | 617.698263820808 |
| 2025-06-01 | 616.304520749154 |
| 2025-07-01 | 613.139248973116 |
| 2025-08-01 | 612.253743022078 |
| 2025-09-01 | 616.230476042772 |
| 2025-10-01 | 613.829919888776 |
| 2025-11-01 | 611.893089590706 |
| 2025-12-01 | 611.681897019034 |