Table Data - All Employees: Professional and Business Services: Employment Services in Dallas-Plano-Irving, TX (MD)
| Title | All Employees: Professional and Business Services: Employment Services in Dallas-Plano-Irving, TX (MD) |
|---|---|
| Series ID | SMU48191246056130001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 11:40 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 | 30.3239081416 |
| 1990-02-01 | 30.8366979772 |
| 1990-03-01 | 30.6819201129 |
| 1990-04-01 | 29.5936350884 |
| 1990-05-01 | 30.0480081946 |
| 1990-06-01 | 30.9875317260 |
| 1990-07-01 | 31.9796007123 |
| 1990-08-01 | 33.2286124989 |
| 1990-09-01 | 34.1334338775 |
| 1990-10-01 | 34.1638977046 |
| 1990-11-01 | 35.4510593877 |
| 1990-12-01 | 36.7376577260 |
| 1991-01-01 | 32.8602256687 |
| 1991-02-01 | 32.1475885263 |
| 1991-03-01 | 32.5834294810 |
| 1991-04-01 | 32.1377186936 |
| 1991-05-01 | 32.4372992808 |
| 1991-06-01 | 32.1448981437 |
| 1991-07-01 | 31.9734458027 |
| 1991-08-01 | 32.1837590387 |
| 1991-09-01 | 32.0148433237 |
| 1991-10-01 | 32.5063379357 |
| 1991-11-01 | 32.3105218258 |
| 1991-12-01 | 32.1192149690 |
| 1992-01-01 | 32.4876314949 |
| 1992-02-01 | 32.9371387891 |
| 1992-03-01 | 33.2530132053 |
| 1992-04-01 | 34.0698671612 |
| 1992-05-01 | 34.8450385974 |
| 1992-06-01 | 35.0498941461 |
| 1992-07-01 | 35.4389547572 |
| 1992-08-01 | 35.3696240144 |
| 1992-09-01 | 36.2858050870 |
| 1992-10-01 | 36.7559894577 |
| 1992-11-01 | 36.8178964773 |
| 1992-12-01 | 36.8004371142 |
| 1993-01-01 | 36.0372571927 |
| 1993-02-01 | 37.2027024617 |
| 1993-03-01 | 37.3476428678 |
| 1993-04-01 | 38.0978730986 |
| 1993-05-01 | 38.2853167703 |
| 1993-06-01 | 39.1278050985 |
| 1993-07-01 | 40.5156890075 |
| 1993-08-01 | 41.1062598050 |
| 1993-09-01 | 40.7864493837 |
| 1993-10-01 | 41.0054743636 |
| 1993-11-01 | 41.4841843282 |
| 1993-12-01 | 41.8780917650 |
| 1994-01-01 | 41.9566271817 |
| 1994-02-01 | 40.9220200448 |
| 1994-03-01 | 42.0310561641 |
| 1994-04-01 | 43.3990559590 |
| 1994-05-01 | 41.9873148880 |
| 1994-06-01 | 42.2461951506 |
| 1994-07-01 | 47.1216976496 |
| 1994-08-01 | 46.9709597137 |
| 1994-09-01 | 47.9286697837 |
| 1994-10-01 | 45.3142970301 |
| 1994-11-01 | 45.9191612890 |
| 1994-12-01 | 46.2428080733 |
| 1995-01-01 | 46.3895284219 |
| 1995-02-01 | 46.1130049719 |
| 1995-03-01 | 46.7140822659 |
| 1995-04-01 | 46.2411705668 |
| 1995-05-01 | 46.4976467151 |
| 1995-06-01 | 46.5430516794 |
| 1995-07-01 | 46.4121337094 |
| 1995-08-01 | 46.9178704352 |
| 1995-09-01 | 47.3473934225 |
| 1995-10-01 | 47.7362941613 |
| 1995-11-01 | 48.6615609910 |
| 1995-12-01 | 48.7154277574 |
| 1996-01-01 | 48.5816758057 |
| 1996-02-01 | 48.7182465872 |
| 1996-03-01 | 48.3915722729 |
| 1996-04-01 | 48.8815604160 |
| 1996-05-01 | 49.3189061505 |
| 1996-06-01 | 49.3374580085 |
| 1996-07-01 | 50.2298624737 |
| 1996-08-01 | 50.6316220896 |
| 1996-09-01 | 51.0977827740 |
| 1996-10-01 | 51.6118395674 |
| 1996-11-01 | 52.1731313301 |
| 1996-12-01 | 52.2103344162 |
| 1997-01-01 | 55.7741590879 |
| 1997-02-01 | 55.7892964559 |
| 1997-03-01 | 56.8513782477 |
| 1997-04-01 | 57.5057890566 |
| 1997-05-01 | 58.0326174291 |
| 1997-06-01 | 57.9386777304 |
| 1997-07-01 | 58.2185803555 |
| 1997-08-01 | 58.9837729337 |
| 1997-09-01 | 59.4907330557 |
| 1997-10-01 | 60.4307791058 |
| 1997-11-01 | 61.1659059316 |
| 1997-12-01 | 61.7256683263 |
| 1998-01-01 | 64.7862552911 |
| 1998-02-01 | 63.6229242523 |
| 1998-03-01 | 63.9172711215 |
| 1998-04-01 | 63.9623933974 |
| 1998-05-01 | 64.2872895208 |
| 1998-06-01 | 65.1288583971 |
| 1998-07-01 | 65.7873506774 |
| 1998-08-01 | 66.0379270055 |
| 1998-09-01 | 64.5527316798 |
| 1998-10-01 | 67.9331948861 |
| 1998-11-01 | 68.0646763383 |
| 1998-12-01 | 68.2928631841 |
| 1999-01-01 | 68.1755590968 |
| 1999-02-01 | 68.6954395082 |
| 1999-03-01 | 69.5944466713 |
| 1999-04-01 | 70.5583359429 |
| 1999-05-01 | 70.3554570908 |
| 1999-06-01 | 71.5693913719 |
| 1999-07-01 | 71.4347595328 |
| 1999-08-01 | 71.4717847586 |
| 1999-09-01 | 69.9126657790 |
| 1999-10-01 | 72.8940098091 |
| 1999-11-01 | 73.7330868900 |
| 1999-12-01 | 74.6620136909 |
| 2000-01-01 | 79.2278173827 |
| 2000-02-01 | 78.5179515629 |
| 2000-03-01 | 79.2368381359 |
| 2000-04-01 | 80.2698279817 |
| 2000-05-01 | 80.8127665328 |
| 2000-06-01 | 81.7452580306 |
| 2000-07-01 | 80.8102268635 |
| 2000-08-01 | 80.7020755048 |
| 2000-09-01 | 80.7115562841 |
| 2000-10-01 | 79.9954656928 |
| 2000-11-01 | 79.9748624688 |
| 2000-12-01 | 79.1646613579 |
| 2001-01-01 | 77.8334341473 |
| 2001-02-01 | 75.6950489098 |
| 2001-03-01 | 74.2319207999 |
| 2001-04-01 | 71.4125073376 |
| 2001-05-01 | 70.0577237700 |
| 2001-06-01 | 67.8996951363 |
| 2001-07-01 | 67.0655150895 |
| 2001-08-01 | 66.1211280664 |
| 2001-09-01 | 64.5540164992 |
| 2001-10-01 | 61.1488071967 |
| 2001-11-01 | 61.0409607573 |
| 2001-12-01 | 60.9868322972 |
| 2002-01-01 | 59.2494812402 |
| 2002-02-01 | 58.5209128818 |
| 2002-03-01 | 58.5457440627 |
| 2002-04-01 | 59.8719072634 |
| 2002-05-01 | 60.6314168755 |
| 2002-06-01 | 60.6858209062 |
| 2002-07-01 | 61.3071794002 |
| 2002-08-01 | 62.4179128634 |
| 2002-09-01 | 61.6535628067 |
| 2002-10-01 | 61.6411616363 |
| 2002-11-01 | 61.1977780674 |
| 2002-12-01 | 60.2177339995 |
| 2003-01-01 | 59.6057599435 |
| 2003-02-01 | 59.1588798985 |
| 2003-03-01 | 59.0287331475 |
| 2003-04-01 | 59.0908968173 |
| 2003-05-01 | 59.2432096862 |
| 2003-06-01 | 59.7934318474 |
| 2003-07-01 | 59.6432985991 |
| 2003-08-01 | 59.9528154896 |
| 2003-09-01 | 60.8024316976 |
| 2003-10-01 | 60.5021671055 |
| 2003-11-01 | 61.9443755814 |
| 2003-12-01 | 62.8345361887 |
| 2004-01-01 | 64.2549033117 |
| 2004-02-01 | 64.6312845277 |
| 2004-03-01 | 64.5880429761 |
| 2004-04-01 | 64.7141847512 |
| 2004-05-01 | 64.5788111603 |
| 2004-06-01 | 64.5145966645 |
| 2004-07-01 | 65.5413727205 |
| 2004-08-01 | 65.8815158295 |
| 2004-09-01 | 64.3680550111 |
| 2004-10-01 | 65.1980232424 |
| 2004-11-01 | 64.3766494859 |
| 2004-12-01 | 64.4151085147 |
| 2005-01-01 | 64.1039319699 |
| 2005-02-01 | 64.0861993617 |
| 2005-03-01 | 64.3944845869 |
| 2005-04-01 | 66.9211189614 |
| 2005-05-01 | 66.0227605131 |
| 2005-06-01 | 66.5191953553 |
| 2005-07-01 | 67.8960267870 |
| 2005-08-01 | 68.5675326864 |
| 2005-09-01 | 70.0174039466 |
| 2005-10-01 | 71.8265429226 |
| 2005-11-01 | 71.6070322731 |
| 2005-12-01 | 72.1488336923 |
| 2006-01-01 | 73.5689375514 |
| 2006-02-01 | 74.0037438662 |
| 2006-03-01 | 74.1425869397 |
| 2006-04-01 | 74.2085731585 |
| 2006-05-01 | 74.4264072523 |
| 2006-06-01 | 74.3926770111 |
| 2006-07-01 | 71.8507622586 |
| 2006-08-01 | 73.7188352081 |
| 2006-09-01 | 74.2224947984 |
| 2006-10-01 | 73.4010697396 |
| 2006-11-01 | 74.2608976454 |
| 2006-12-01 | 74.0021354203 |
| 2007-01-01 | 73.9629566907 |
| 2007-02-01 | 74.8334508722 |
| 2007-03-01 | 75.4512931226 |
| 2007-04-01 | 76.0470125914 |
| 2007-05-01 | 75.7430307058 |
| 2007-06-01 | 75.6430954441 |
| 2007-07-01 | 72.5482747803 |
| 2007-08-01 | 73.6576357244 |
| 2007-09-01 | 74.0586790616 |
| 2007-10-01 | 75.2742466895 |
| 2007-11-01 | 75.7676211793 |
| 2007-12-01 | 76.5389808073 |
| 2008-01-01 | 75.9280243047 |
| 2008-02-01 | 75.3515636418 |
| 2008-03-01 | 75.9509691064 |
| 2008-04-01 | 72.5172688859 |
| 2008-05-01 | 73.7088945540 |
| 2008-06-01 | 73.7827576444 |
| 2008-07-01 | 71.9599173253 |
| 2008-08-01 | 71.7662732244 |
| 2008-09-01 | 70.6133445126 |
| 2008-10-01 | 67.7278394201 |
| 2008-11-01 | 66.4279070921 |
| 2008-12-01 | 64.8447592237 |
| 2009-01-01 | 59.1927051724 |
| 2009-02-01 | 56.7204524044 |
| 2009-03-01 | 55.1291336145 |
| 2009-04-01 | 52.7469223332 |
| 2009-05-01 | 53.7574914995 |
| 2009-06-01 | 53.2614441777 |
| 2009-07-01 | 54.0863411830 |
| 2009-08-01 | 54.1633860579 |
| 2009-09-01 | 53.7709258386 |
| 2009-10-01 | 55.2178441742 |
| 2009-11-01 | 55.6294480556 |
| 2009-12-01 | 56.0770376617 |
| 2010-01-01 | 56.9547769868 |
| 2010-02-01 | 57.6550496828 |
| 2010-03-01 | 58.4914801141 |
| 2010-04-01 | 59.2364771982 |
| 2010-05-01 | 60.2784586244 |
| 2010-06-01 | 60.9471925326 |
| 2010-07-01 | 62.5816163705 |
| 2010-08-01 | 63.4717373358 |
| 2010-09-01 | 64.5759492968 |
| 2010-10-01 | 64.9829557610 |
| 2010-11-01 | 65.5279174437 |
| 2010-12-01 | 66.6372120391 |
| 2011-01-01 | 65.3471440989 |
| 2011-02-01 | 65.7764402977 |
| 2011-03-01 | 66.3223111791 |
| 2011-04-01 | 66.6340874459 |
| 2011-05-01 | 66.7160987029 |
| 2011-06-01 | 67.0844212213 |
| 2011-07-01 | 67.0600451712 |
| 2011-08-01 | 67.6210183690 |
| 2011-09-01 | 68.1410331094 |
| 2011-10-01 | 67.9562335074 |
| 2011-11-01 | 67.9336475045 |
| 2011-12-01 | 66.8617247314 |
| 2012-01-01 | 70.6248727842 |
| 2012-02-01 | 71.2418662550 |
| 2012-03-01 | 72.1450644609 |
| 2012-04-01 | 73.1921538245 |
| 2012-05-01 | 74.8448423856 |
| 2012-06-01 | 74.2277631631 |
| 2012-07-01 | 72.3157268864 |
| 2012-08-01 | 73.6658822263 |
| 2012-09-01 | 73.8652036830 |
| 2012-10-01 | 74.7221395507 |
| 2012-11-01 | 76.6797878594 |
| 2012-12-01 | 76.0161286453 |
| 2013-01-01 | 75.0784665874 |
| 2013-02-01 | 77.1208276134 |
| 2013-03-01 | 78.4638345361 |
| 2013-04-01 | 76.5122205204 |
| 2013-05-01 | 77.4308116157 |
| 2013-06-01 | 78.0367790607 |
| 2013-07-01 | 78.0690016033 |
| 2013-08-01 | 79.5286041354 |
| 2013-09-01 | 80.3224008941 |
| 2013-10-01 | 80.3769637154 |
| 2013-11-01 | 80.5425612322 |
| 2013-12-01 | 79.6856322818 |
| 2014-01-01 | 79.3622509311 |
| 2014-02-01 | 79.5117877657 |
| 2014-03-01 | 80.4369633192 |
| 2014-04-01 | 81.3555763085 |
| 2014-05-01 | 82.2820742414 |
| 2014-06-01 | 82.6477429968 |
| 2014-07-01 | 82.6633122471 |
| 2014-08-01 | 82.4700716712 |
| 2014-09-01 | 82.8844931540 |
| 2014-10-01 | 83.0812175560 |
| 2014-11-01 | 83.6179160363 |
| 2014-12-01 | 84.2777082255 |
| 2015-01-01 | 85.1689909862 |
| 2015-02-01 | 85.1063494951 |
| 2015-03-01 | 85.5783018926 |
| 2015-04-01 | 85.1893809131 |
| 2015-05-01 | 84.7481273523 |
| 2015-06-01 | 84.1874085035 |
| 2015-07-01 | 85.0110157793 |
| 2015-08-01 | 84.8260665942 |
| 2015-09-01 | 84.5310809247 |
| 2015-10-01 | 86.0889869354 |
| 2015-11-01 | 85.8349067655 |
| 2015-12-01 | 86.4967131700 |
| 2016-01-01 | 86.1035200856 |
| 2016-02-01 | 86.5074183856 |
| 2016-03-01 | 85.9694393661 |
| 2016-04-01 | 87.0201657606 |
| 2016-05-01 | 87.2911970280 |
| 2016-06-01 | 86.7775832097 |
| 2016-07-01 | 88.7175490716 |
| 2016-08-01 | 89.4265083494 |
| 2016-09-01 | 90.3725169064 |
| 2016-10-01 | 88.9114281378 |
| 2016-11-01 | 90.0171172549 |
| 2016-12-01 | 90.5829384803 |
| 2017-01-01 | 92.9918900723 |
| 2017-02-01 | 93.2930819220 |
| 2017-03-01 | 91.0127372468 |
| 2017-04-01 | 89.0319153654 |
| 2017-05-01 | 89.5905545048 |
| 2017-06-01 | 89.6842698842 |
| 2017-07-01 | 88.3770741167 |
| 2017-08-01 | 87.3740743639 |
| 2017-09-01 | 89.6770686177 |
| 2017-10-01 | 88.7687252953 |
| 2017-11-01 | 89.2096705147 |
| 2017-12-01 | 88.4691326723 |
| 2018-01-01 | 89.2225417299 |
| 2018-02-01 | 89.8263198255 |
| 2018-03-01 | 90.7385706098 |
| 2018-04-01 | 91.1453936072 |
| 2018-05-01 | 91.8033048340 |
| 2018-06-01 | 91.3299246293 |
| 2018-07-01 | 91.9084608461 |
| 2018-08-01 | 91.6461786769 |
| 2018-09-01 | 91.0041133009 |
| 2018-10-01 | 90.7626241037 |
| 2018-11-01 | 90.6139341390 |
| 2018-12-01 | 90.3955089233 |
| 2019-01-01 | 89.5272596220 |
| 2019-02-01 | 89.8034891517 |
| 2019-03-01 | 89.6114537335 |
| 2019-04-01 | 90.6010774744 |
| 2019-05-01 | 91.0972248276 |
| 2019-06-01 | 91.2467449782 |
| 2019-07-01 | 91.4168235160 |
| 2019-08-01 | 91.6842967216 |
| 2019-09-01 | 91.1118110317 |
| 2019-10-01 | 91.0076768472 |
| 2019-11-01 | 91.7532908953 |
| 2019-12-01 | 92.0801390453 |
| 2020-01-01 | 92.5762073103 |
| 2020-02-01 | 94.0451413151 |
| 2020-03-01 | 92.1105673820 |
| 2020-04-01 | 72.2925681576 |
| 2020-05-01 | 75.7057284987 |
| 2020-06-01 | 78.6789153437 |
| 2020-07-01 | 83.3881544438 |
| 2020-08-01 | 86.6214589511 |
| 2020-09-01 | 85.6969202907 |
| 2020-10-01 | 88.7186825668 |
| 2020-11-01 | 90.0461013557 |
| 2020-12-01 | 94.7903046121 |
| 2021-01-01 | 95.5792363969 |
| 2021-02-01 | 94.7187379244 |
| 2021-03-01 | 97.6921275840 |
| 2021-04-01 | 97.3179698962 |
| 2021-05-01 | 99.1322456733 |
| 2021-06-01 | 99.2719947902 |
| 2021-07-01 | 100.7162911565 |
| 2021-08-01 | 100.9529121044 |
| 2021-09-01 | 103.5319014884 |
| 2021-10-01 | 108.4600619994 |
| 2021-11-01 | 107.1310233676 |
| 2021-12-01 | 107.9440227156 |
| 2022-01-01 | 108.7703427994 |
| 2022-02-01 | 110.3117157126 |
| 2022-03-01 | 110.3997540601 |
| 2022-04-01 | 110.3221848890 |
| 2022-05-01 | 109.7184126665 |
| 2022-06-01 | 109.4299669709 |
| 2022-07-01 | 108.3180835766 |
| 2022-08-01 | 106.7895574366 |
| 2022-09-01 | 105.9157525074 |
| 2022-10-01 | 104.3222347181 |
| 2022-11-01 | 102.6270638154 |
| 2022-12-01 | 101.7039844867 |
| 2023-01-01 | 101.3724681057 |
| 2023-02-01 | 100.3807413673 |
| 2023-03-01 | 100.0198835866 |
| 2023-04-01 | 101.2807259796 |
| 2023-05-01 | 98.2247963125 |
| 2023-06-01 | 97.4283966916 |
| 2023-07-01 | 97.3141156111 |
| 2023-08-01 | 96.2262066582 |
| 2023-09-01 | 95.7905999315 |
| 2023-10-01 | 95.1458153807 |
| 2023-11-01 | 95.4196663630 |
| 2023-12-01 | 94.7684502361 |
| 2024-01-01 | 93.7187110423 |
| 2024-02-01 | 93.1677729579 |
| 2024-03-01 | 92.1055059882 |
| 2024-04-01 | 92.4739238012 |
| 2024-05-01 | 92.1091351127 |
| 2024-06-01 | 91.8773220900 |
| 2024-07-01 | 91.3748623396 |
| 2024-08-01 | 92.1611134228 |
| 2024-09-01 | 91.8933373537 |
| 2024-10-01 | 93.0130663938 |
| 2024-11-01 | 94.2249748238 |
| 2024-12-01 | 94.3100562289 |
| 2025-01-01 | 90.8354742000 |
| 2025-02-01 | 89.8348175670 |
| 2025-03-01 | 89.7097783115 |
| 2025-04-01 | 92.4184710471 |
| 2025-05-01 | 93.8331509148 |
| 2025-06-01 | 94.2274350713 |
| 2025-07-01 | 94.0883272902 |
| 2025-08-01 | 93.7499620738 |
| 2025-09-01 | 94.6272518362 |
| 2025-10-01 | 94.1270812973 |
| 2025-11-01 | 94.6211903682 |
| 2025-12-01 | 95.7438209577 |
| 2026-01-01 | 99.5357805541 |
| 2026-02-01 | 99.3763694149 |
| 2026-03-01 | 102.0612054734 |
| 2026-04-01 | 99.8919402278 |
| 2026-05-01 | 98.3747870048 |
| 2026-06-01 | 99.8376187742 |
| 2026-07-01 | 99.5873077774 |
| 2026-08-01 | 103.1428889142 |