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 2026-07-01 |
| Last Updated | 2026-08-21 6:39 PM 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 | 31.3165956084362 |
| 1990-02-01 | 31.1578057795430 |
| 1990-03-01 | 31.3114473635951 |
| 1990-04-01 | 30.0464850390247 |
| 1990-05-01 | 30.1454602717420 |
| 1990-06-01 | 30.8810284465097 |
| 1990-07-01 | 31.7015975184506 |
| 1990-08-01 | 33.0046824073061 |
| 1990-09-01 | 33.8279303725107 |
| 1990-10-01 | 33.7183786367207 |
| 1990-11-01 | 35.1116131249920 |
| 1990-12-01 | 36.8957475556634 |
| 1991-01-01 | 33.7358368378214 |
| 1991-02-01 | 32.3500603802892 |
| 1991-03-01 | 33.0316177540305 |
| 1991-04-01 | 32.4711317106893 |
| 1991-05-01 | 32.5541185959986 |
| 1991-06-01 | 32.0332707032590 |
| 1991-07-01 | 31.7776515452550 |
| 1991-08-01 | 31.8857464131714 |
| 1991-09-01 | 31.5769118991120 |
| 1991-10-01 | 32.0865118637175 |
| 1991-11-01 | 31.9162812895599 |
| 1991-12-01 | 32.0038498239632 |
| 1992-01-01 | 33.3342521473159 |
| 1992-02-01 | 33.1301290088784 |
| 1992-03-01 | 33.5238631928186 |
| 1992-04-01 | 34.3152833359506 |
| 1992-05-01 | 34.9233092261218 |
| 1992-06-01 | 34.9585099568076 |
| 1992-07-01 | 35.4510604570362 |
| 1992-08-01 | 35.1854610123971 |
| 1992-09-01 | 36.0994016184049 |
| 1992-10-01 | 36.6130216827967 |
| 1992-11-01 | 36.5897089002331 |
| 1992-12-01 | 36.7222759785162 |
| 1993-01-01 | 36.6038103687524 |
| 1993-02-01 | 37.1535755454022 |
| 1993-03-01 | 37.3496597014310 |
| 1993-04-01 | 38.2130344363838 |
| 1993-05-01 | 38.2696364543204 |
| 1993-06-01 | 39.1019737736457 |
| 1993-07-01 | 40.7389641135116 |
| 1993-08-01 | 41.2302488513005 |
| 1993-09-01 | 40.7455335580191 |
| 1993-10-01 | 40.9945621970699 |
| 1993-11-01 | 41.3948788915110 |
| 1993-12-01 | 41.8382185956060 |
| 1994-01-01 | 42.0790793148563 |
| 1994-02-01 | 40.8203685039664 |
| 1994-03-01 | 41.8649463323758 |
| 1994-04-01 | 43.3867793066781 |
| 1994-05-01 | 41.9127022630972 |
| 1994-06-01 | 42.2735049055684 |
| 1994-07-01 | 47.4980778943640 |
| 1994-08-01 | 47.3084413949381 |
| 1994-09-01 | 48.1105444353163 |
| 1994-10-01 | 45.2830153439178 |
| 1994-11-01 | 45.8530351292549 |
| 1994-12-01 | 46.2815436800539 |
| 1995-01-01 | 46.2523453656155 |
| 1995-02-01 | 45.9246819403545 |
| 1995-03-01 | 46.5999464423499 |
| 1995-04-01 | 46.2218642714214 |
| 1995-05-01 | 46.5144974011781 |
| 1995-06-01 | 46.5371105115472 |
| 1995-07-01 | 46.6106842575620 |
| 1995-08-01 | 47.1635873760433 |
| 1995-09-01 | 47.3075597340108 |
| 1995-10-01 | 47.5807737316704 |
| 1995-11-01 | 48.6223102086142 |
| 1995-12-01 | 48.7096451795153 |
| 1996-01-01 | 48.4094099600824 |
| 1996-02-01 | 48.7756801835663 |
| 1996-03-01 | 48.4110718263940 |
| 1996-04-01 | 48.9152400180397 |
| 1996-05-01 | 49.4810324367161 |
| 1996-06-01 | 49.2387248807788 |
| 1996-07-01 | 50.3651197303429 |
| 1996-08-01 | 50.7566891151945 |
| 1996-09-01 | 51.0203705123659 |
| 1996-10-01 | 51.4562152220496 |
| 1996-11-01 | 52.0712101511825 |
| 1996-12-01 | 52.1738353322109 |
| 1997-01-01 | 55.3035771959549 |
| 1997-02-01 | 55.8981322061277 |
| 1997-03-01 | 56.9660557558728 |
| 1997-04-01 | 57.6099728619486 |
| 1997-05-01 | 58.1810551605134 |
| 1997-06-01 | 57.8823141621206 |
| 1997-07-01 | 58.2779618049485 |
| 1997-08-01 | 59.0249642997182 |
| 1997-09-01 | 59.4577814752383 |
| 1997-10-01 | 60.4445858509428 |
| 1997-11-01 | 61.1508466855509 |
| 1997-12-01 | 61.6775257138467 |
| 1998-01-01 | 64.0045171271312 |
| 1998-02-01 | 63.8165671954040 |
| 1998-03-01 | 64.0458178144761 |
| 1998-04-01 | 64.1271793830458 |
| 1998-05-01 | 64.2699421150556 |
| 1998-06-01 | 65.3213657196120 |
| 1998-07-01 | 65.8044156746318 |
| 1998-08-01 | 65.9267664451024 |
| 1998-09-01 | 64.5587113413149 |
| 1998-10-01 | 68.1185832920998 |
| 1998-11-01 | 68.1069985669050 |
| 1998-12-01 | 68.2300422152012 |
| 1999-01-01 | 67.4395808253856 |
| 1999-02-01 | 68.7948526360233 |
| 1999-03-01 | 69.7465362796407 |
| 1999-04-01 | 70.6500354369484 |
| 1999-05-01 | 70.1932827465398 |
| 1999-06-01 | 71.9953858929305 |
| 1999-07-01 | 71.3903143865620 |
| 1999-08-01 | 71.4638096211933 |
| 1999-09-01 | 70.0855972405581 |
| 1999-10-01 | 73.0862612291061 |
| 1999-11-01 | 73.8678014884002 |
| 1999-12-01 | 74.6458029568102 |
| 2000-01-01 | 78.1087212798068 |
| 2000-02-01 | 78.2185247213003 |
| 2000-03-01 | 79.0433289374349 |
| 2000-04-01 | 80.0101958207242 |
| 2000-05-01 | 80.6361516540216 |
| 2000-06-01 | 82.2266831756703 |
| 2000-07-01 | 80.8759139027105 |
| 2000-08-01 | 81.1692907299144 |
| 2000-09-01 | 81.4543945843639 |
| 2000-10-01 | 80.3396507117349 |
| 2000-11-01 | 80.2646422635542 |
| 2000-12-01 | 79.3248435397488 |
| 2001-01-01 | 76.8485280560254 |
| 2001-02-01 | 75.1850275507488 |
| 2001-03-01 | 74.0255786653637 |
| 2001-04-01 | 71.1264801228316 |
| 2001-05-01 | 70.1003642608733 |
| 2001-06-01 | 67.9816083578429 |
| 2001-07-01 | 67.0929976945412 |
| 2001-08-01 | 66.5514032637827 |
| 2001-09-01 | 64.6783993750324 |
| 2001-10-01 | 60.9094814877265 |
| 2001-11-01 | 60.9084658877173 |
| 2001-12-01 | 60.8467712799986 |
| 2002-01-01 | 59.4051811019366 |
| 2002-02-01 | 58.7475027625483 |
| 2002-03-01 | 58.6978842051853 |
| 2002-04-01 | 59.8578206915873 |
| 2002-05-01 | 60.7203505450510 |
| 2002-06-01 | 60.6178041250626 |
| 2002-07-01 | 61.3345635965210 |
| 2002-08-01 | 62.8391007828519 |
| 2002-09-01 | 61.6138440866080 |
| 2002-10-01 | 61.4750012922379 |
| 2002-11-01 | 61.1248341695162 |
| 2002-12-01 | 60.0325615213720 |
| 2003-01-01 | 59.7355316191851 |
| 2003-02-01 | 59.3052031490161 |
| 2003-03-01 | 59.1527576316088 |
| 2003-04-01 | 59.1509271162926 |
| 2003-05-01 | 59.2599020738300 |
| 2003-06-01 | 59.7332709135944 |
| 2003-07-01 | 59.6916825265181 |
| 2003-08-01 | 60.2395131661903 |
| 2003-09-01 | 60.6288104071681 |
| 2003-10-01 | 60.3443600240852 |
| 2003-11-01 | 61.7781667608916 |
| 2003-12-01 | 62.5899706892245 |
| 2004-01-01 | 64.3150068051943 |
| 2004-02-01 | 64.6106953549276 |
| 2004-03-01 | 64.5021479707919 |
| 2004-04-01 | 64.7457853789612 |
| 2004-05-01 | 64.5816453681258 |
| 2004-06-01 | 64.4117512827822 |
| 2004-07-01 | 65.7308198237027 |
| 2004-08-01 | 66.2452499067058 |
| 2004-09-01 | 64.1715268955772 |
| 2004-10-01 | 65.2709681338302 |
| 2004-11-01 | 64.1754743397711 |
| 2004-12-01 | 64.1758325889778 |
| 2005-01-01 | 64.2332804738078 |
| 2005-02-01 | 64.1983903457881 |
| 2005-03-01 | 64.4225498755026 |
| 2005-04-01 | 67.0695791754853 |
| 2005-05-01 | 66.1059366927066 |
| 2005-06-01 | 66.4104611492995 |
| 2005-07-01 | 68.0688093043450 |
| 2005-08-01 | 68.6718302126571 |
| 2005-09-01 | 69.8741946227439 |
| 2005-10-01 | 72.0717274499314 |
| 2005-11-01 | 71.5078894480201 |
| 2005-12-01 | 72.1023722610255 |
| 2006-01-01 | 73.2701703721089 |
| 2006-02-01 | 73.7864797752085 |
| 2006-03-01 | 73.9802657039495 |
| 2006-04-01 | 74.4315871697439 |
| 2006-05-01 | 74.4941623323445 |
| 2006-06-01 | 74.4472092777059 |
| 2006-07-01 | 71.8423858635373 |
| 2006-08-01 | 73.7220916580479 |
| 2006-09-01 | 74.2294941902480 |
| 2006-10-01 | 73.4391947255548 |
| 2006-11-01 | 74.3545279281717 |
| 2006-12-01 | 74.2609044656988 |
| 2007-01-01 | 73.5512579443493 |
| 2007-02-01 | 74.6097551405064 |
| 2007-03-01 | 75.3185376966672 |
| 2007-04-01 | 76.3614201704466 |
| 2007-05-01 | 75.6419620910222 |
| 2007-06-01 | 75.7692292749610 |
| 2007-07-01 | 72.4069184856891 |
| 2007-08-01 | 73.6242383433241 |
| 2007-09-01 | 74.0122727680082 |
| 2007-10-01 | 75.3167612063706 |
| 2007-11-01 | 76.0162161527542 |
| 2007-12-01 | 77.0969399296781 |
| 2008-01-01 | 75.4902002046457 |
| 2008-02-01 | 75.0969575564565 |
| 2008-03-01 | 75.7442485624010 |
| 2008-04-01 | 72.7838316178281 |
| 2008-05-01 | 73.4038829078585 |
| 2008-06-01 | 73.7324926836326 |
| 2008-07-01 | 71.8150814106411 |
| 2008-08-01 | 71.9570041529687 |
| 2008-09-01 | 70.6121048624436 |
| 2008-10-01 | 67.6152067517712 |
| 2008-11-01 | 66.4736442523354 |
| 2008-12-01 | 65.1369063874279 |
| 2009-01-01 | 59.4855478071704 |
| 2009-02-01 | 57.1268289052704 |
| 2009-03-01 | 55.3547962174481 |
| 2009-04-01 | 53.3461711037182 |
| 2009-05-01 | 53.6351603592688 |
| 2009-06-01 | 52.8897105856780 |
| 2009-07-01 | 54.1130552923166 |
| 2009-08-01 | 54.0611804776007 |
| 2009-09-01 | 53.3116157594157 |
| 2009-10-01 | 54.9801355550516 |
| 2009-11-01 | 55.3011367834933 |
| 2009-12-01 | 55.9745431520827 |
| 2010-01-01 | 57.3213414793956 |
| 2010-02-01 | 57.9600684281327 |
| 2010-03-01 | 58.6322530427187 |
| 2010-04-01 | 59.6614591461929 |
| 2010-05-01 | 60.1343727172865 |
| 2010-06-01 | 60.6267815039909 |
| 2010-07-01 | 62.7102279054972 |
| 2010-08-01 | 63.5488255279564 |
| 2010-09-01 | 64.5331599380865 |
| 2010-10-01 | 64.9221260695804 |
| 2010-11-01 | 65.4140999509185 |
| 2010-12-01 | 66.7694571681021 |
| 2011-01-01 | 65.2813884179286 |
| 2011-02-01 | 65.8181924834326 |
| 2011-03-01 | 66.3415975960172 |
| 2011-04-01 | 66.8854805173898 |
| 2011-05-01 | 66.6139777769271 |
| 2011-06-01 | 66.9936368261334 |
| 2011-07-01 | 67.1463741589052 |
| 2011-08-01 | 67.6643124505780 |
| 2011-09-01 | 68.1460171265496 |
| 2011-10-01 | 67.9193572540687 |
| 2011-11-01 | 67.7468510620877 |
| 2011-12-01 | 66.7617655503479 |
| 2012-01-01 | 70.4992686813172 |
| 2012-02-01 | 71.1787858206240 |
| 2012-03-01 | 72.1134370252161 |
| 2012-04-01 | 73.2660441190771 |
| 2012-05-01 | 74.8578670781209 |
| 2012-06-01 | 74.4751888121266 |
| 2012-07-01 | 72.2719320032166 |
| 2012-08-01 | 73.6623353465823 |
| 2012-09-01 | 73.9814989345713 |
| 2012-10-01 | 74.6535405228344 |
| 2012-11-01 | 76.7267508024834 |
| 2012-12-01 | 75.9438332789421 |
| 2013-01-01 | 74.9688792449147 |
| 2013-02-01 | 77.0213224864538 |
| 2013-03-01 | 78.4060687029939 |
| 2013-04-01 | 76.4402265405349 |
| 2013-05-01 | 77.5404762567017 |
| 2013-06-01 | 78.3075410471662 |
| 2013-07-01 | 77.9521946514063 |
| 2013-08-01 | 79.5359036808543 |
| 2013-09-01 | 80.4463975089314 |
| 2013-10-01 | 80.4851145236377 |
| 2013-11-01 | 80.6697387049945 |
| 2013-12-01 | 79.5733190342825 |
| 2014-01-01 | 79.2629292997449 |
| 2014-02-01 | 79.3898988853723 |
| 2014-03-01 | 80.3934480156350 |
| 2014-04-01 | 81.2991730757694 |
| 2014-05-01 | 82.4148726831095 |
| 2014-06-01 | 82.7685412884476 |
| 2014-07-01 | 82.6535796795989 |
| 2014-08-01 | 82.3853511249293 |
| 2014-09-01 | 82.9539116443244 |
| 2014-10-01 | 83.2040197016244 |
| 2014-11-01 | 83.6634095461516 |
| 2014-12-01 | 84.3385723136835 |
| 2015-01-01 | 85.0509019735279 |
| 2015-02-01 | 84.9655640057703 |
| 2015-03-01 | 85.5063027069111 |
| 2015-04-01 | 85.1630594277292 |
| 2015-05-01 | 84.7348281412530 |
| 2015-06-01 | 84.1334177872370 |
| 2015-07-01 | 85.0042032951090 |
| 2015-08-01 | 84.7229103915991 |
| 2015-09-01 | 84.6511143769327 |
| 2015-10-01 | 86.3283434982223 |
| 2015-11-01 | 85.7772892137699 |
| 2015-12-01 | 86.5710522333971 |
| 2016-01-01 | 86.0609815586465 |
| 2016-02-01 | 86.4462167712516 |
| 2016-03-01 | 85.8814687024463 |
| 2016-04-01 | 87.0617563842909 |
| 2016-05-01 | 87.2217858586238 |
| 2016-06-01 | 86.7417666702342 |
| 2016-07-01 | 88.6723945752252 |
| 2016-08-01 | 89.3371952403509 |
| 2016-09-01 | 90.7616392655168 |
| 2016-10-01 | 89.0577723860651 |
| 2016-11-01 | 90.0310936688346 |
| 2016-12-01 | 90.6355952105126 |
| 2017-01-01 | 92.7947140990766 |
| 2017-02-01 | 93.1077004328000 |
| 2017-03-01 | 90.8620768198143 |
| 2017-04-01 | 89.0205808821860 |
| 2017-05-01 | 89.4966789469933 |
| 2017-06-01 | 89.7195045792967 |
| 2017-07-01 | 88.3331381006724 |
| 2017-08-01 | 87.3138128302511 |
| 2017-09-01 | 89.9704455503316 |
| 2017-10-01 | 88.8939866517103 |
| 2017-11-01 | 89.3354435948915 |
| 2017-12-01 | 88.4097994074289 |
| 2018-01-01 | 89.0850954069138 |
| 2018-02-01 | 89.6737131386082 |
| 2018-03-01 | 90.4922324837920 |
| 2018-04-01 | 91.1195191522546 |
| 2018-05-01 | 91.6795145939600 |
| 2018-06-01 | 91.3733585514879 |
| 2018-07-01 | 92.0409288446456 |
| 2018-08-01 | 91.8037489905717 |
| 2018-09-01 | 90.9727174120736 |
| 2018-10-01 | 90.8950953158238 |
| 2018-11-01 | 90.7909827784245 |
| 2018-12-01 | 90.5387348944834 |
| 2019-01-01 | 89.6006059352796 |
| 2019-02-01 | 89.5648411395370 |
| 2019-03-01 | 89.4155465127734 |
| 2019-04-01 | 90.5361207504326 |
| 2019-05-01 | 90.8467343206446 |
| 2019-06-01 | 91.2187903738252 |
| 2019-07-01 | 91.6705262401298 |
| 2019-08-01 | 91.8639414207932 |
| 2019-09-01 | 90.6033107261943 |
| 2019-10-01 | 91.2065106748487 |
| 2019-11-01 | 92.0235479510465 |
| 2019-12-01 | 92.4280591273558 |
| 2020-01-01 | 92.8743903856734 |
| 2020-02-01 | 93.8356028717334 |
| 2020-03-01 | 91.9465998040397 |
| 2020-04-01 | 72.5813301261818 |
| 2020-05-01 | 75.4472497542315 |
| 2020-06-01 | 78.7785386639274 |
| 2020-07-01 | 83.6177356799278 |
| 2020-08-01 | 86.5938757273010 |
| 2020-09-01 | 84.8920889276229 |
| 2020-10-01 | 88.8551259599209 |
| 2020-11-01 | 90.1281547917207 |
| 2020-12-01 | 95.2661234891142 |
| 2021-01-01 | 96.1982190360000 |
| 2021-02-01 | 94.5051179502912 |
| 2021-03-01 | 97.7804476768749 |
| 2021-04-01 | 96.9930101947451 |
| 2021-05-01 | 98.6368858300231 |
| 2021-06-01 | 98.9660348968427 |
| 2021-07-01 | 100.8225121647550 |
| 2021-08-01 | 100.7427857346220 |
| 2021-09-01 | 102.9896377761080 |
| 2021-10-01 | 109.0950977942480 |
| 2021-11-01 | 107.8779043585280 |
| 2021-12-01 | 108.5141385418100 |
| 2022-01-01 | 109.1708773743510 |
| 2022-02-01 | 110.0854302227220 |
| 2022-03-01 | 110.3738120109600 |
| 2022-04-01 | 109.9179994509750 |
| 2022-05-01 | 109.1935185292070 |
| 2022-06-01 | 108.9182915135190 |
| 2022-07-01 | 108.2070709013280 |
| 2022-08-01 | 106.5266857584100 |
| 2022-09-01 | 105.5117086592080 |
| 2022-10-01 | 104.7340885268330 |
| 2022-11-01 | 103.1835411647760 |
| 2022-12-01 | 101.9960432360270 |
| 2023-01-01 | 101.7642159568900 |
| 2023-02-01 | 100.4136832959930 |
| 2023-03-01 | 100.0992232452430 |
| 2023-04-01 | 101.2486855232790 |
| 2023-05-01 | 98.1000031221662 |
| 2023-06-01 | 97.1334958258358 |
| 2023-07-01 | 97.1235565063106 |
| 2023-08-01 | 95.9940994493230 |
| 2023-09-01 | 95.4120827449785 |
| 2023-10-01 | 95.0877160922552 |
| 2023-11-01 | 95.6792395544440 |
| 2023-12-01 | 94.7034401153630 |
| 2024-01-01 | 94.0955752714623 |
| 2024-02-01 | 93.6129359097978 |
| 2024-03-01 | 92.1997427729837 |
| 2024-04-01 | 92.6785415684490 |
| 2024-05-01 | 92.1668474592159 |
| 2024-06-01 | 91.6745627562338 |
| 2024-07-01 | 90.9721616098603 |
| 2024-08-01 | 92.1703478856181 |
| 2024-09-01 | 91.6494243708163 |
| 2024-10-01 | 92.8824637584259 |
| 2024-11-01 | 94.1725928845522 |
| 2024-12-01 | 93.9937941948486 |
| 2025-01-01 | 91.3339496183957 |
| 2025-02-01 | 90.4485193619303 |
| 2025-03-01 | 90.0626942568711 |
| 2025-04-01 | 92.5560062166858 |
| 2025-05-01 | 93.9202250244050 |
| 2025-06-01 | 93.8901854016308 |
| 2025-07-01 | 93.5276120579974 |
| 2025-08-01 | 93.8337869884513 |
| 2025-09-01 | 94.6820915527665 |
| 2025-10-01 | 93.9477266208023 |
| 2025-11-01 | 94.3104820475046 |
| 2025-12-01 | 95.2301344501215 |
| 2026-01-01 | 100.0136475605260 |
| 2026-02-01 | 100.0609140956730 |
| 2026-03-01 | 102.4459833313550 |
| 2026-04-01 | 99.9380948192920 |
| 2026-05-01 | 98.2795228501793 |
| 2026-06-01 | 99.2559446282610 |
| 2026-07-01 | 98.7975949242016 |