Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Dallas-Fort Worth-Arlington, TX (MSA)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Dallas-Fort Worth-Arlington, TX (MSA) |
|---|---|
| Series ID | SMU48191006054000001SA |
| 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 2026-01-01 |
| Last Updated | 2026-04-10 11:25 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 | 88.7176434187588 |
| 1990-02-01 | 89.2803730058214 |
| 1990-03-01 | 89.3835060422319 |
| 1990-04-01 | 89.7818609868034 |
| 1990-05-01 | 90.1690436582695 |
| 1990-06-01 | 91.2791516639189 |
| 1990-07-01 | 91.5192076181370 |
| 1990-08-01 | 91.9621687464816 |
| 1990-09-01 | 92.1249346562443 |
| 1990-10-01 | 92.0568864747632 |
| 1990-11-01 | 92.3882066392108 |
| 1990-12-01 | 92.1699461090067 |
| 1991-01-01 | 91.2014592463417 |
| 1991-02-01 | 91.4111553638166 |
| 1991-03-01 | 91.1035800541226 |
| 1991-04-01 | 89.9496849553458 |
| 1991-05-01 | 90.5180742234742 |
| 1991-06-01 | 91.0836801314981 |
| 1991-07-01 | 91.0564937243691 |
| 1991-08-01 | 91.3632815427304 |
| 1991-09-01 | 91.1696096466787 |
| 1991-10-01 | 91.3822894035289 |
| 1991-11-01 | 91.3097221291301 |
| 1991-12-01 | 91.3706393484305 |
| 1992-01-01 | 91.8575509973429 |
| 1992-02-01 | 91.8909775518136 |
| 1992-03-01 | 92.2088821497908 |
| 1992-04-01 | 92.2976931588075 |
| 1992-05-01 | 92.2352134357706 |
| 1992-06-01 | 91.8956609321330 |
| 1992-07-01 | 92.5246192057959 |
| 1992-08-01 | 92.0610337111411 |
| 1992-09-01 | 92.2290563291427 |
| 1992-10-01 | 94.0165774338891 |
| 1992-11-01 | 93.7199220143383 |
| 1992-12-01 | 93.6445440881773 |
| 1993-01-01 | 95.8425013811120 |
| 1993-02-01 | 96.3869126500464 |
| 1993-03-01 | 96.0291874005459 |
| 1993-04-01 | 97.8789664970926 |
| 1993-05-01 | 98.9279988715414 |
| 1993-06-01 | 98.7931284565846 |
| 1993-07-01 | 99.3215894326400 |
| 1993-08-01 | 99.8097615809000 |
| 1993-09-01 | 101.4824409603720 |
| 1993-10-01 | 101.0704976192380 |
| 1993-11-01 | 100.8978583394290 |
| 1993-12-01 | 100.8393076199800 |
| 1994-01-01 | 101.1437800526980 |
| 1994-02-01 | 100.9977703393430 |
| 1994-03-01 | 101.2356712912070 |
| 1994-04-01 | 102.5284763033170 |
| 1994-05-01 | 102.3046668060900 |
| 1994-06-01 | 103.0686532771120 |
| 1994-07-01 | 105.9814667201050 |
| 1994-08-01 | 106.3448858433870 |
| 1994-09-01 | 106.7530759932580 |
| 1994-10-01 | 106.3126717246940 |
| 1994-11-01 | 106.7685061643380 |
| 1994-12-01 | 106.4773084250930 |
| 1995-01-01 | 107.9857677536910 |
| 1995-02-01 | 109.9995450808420 |
| 1995-03-01 | 109.1535352959560 |
| 1995-04-01 | 108.1143066221250 |
| 1995-05-01 | 109.1605242694290 |
| 1995-06-01 | 110.1096186152220 |
| 1995-07-01 | 110.7094262012200 |
| 1995-08-01 | 111.9389675924410 |
| 1995-09-01 | 112.2934979754230 |
| 1995-10-01 | 113.1731302479640 |
| 1995-11-01 | 114.5801076861960 |
| 1995-12-01 | 115.0666927696830 |
| 1996-01-01 | 115.5096730330610 |
| 1996-02-01 | 116.9597730333900 |
| 1996-03-01 | 117.9324150092640 |
| 1996-04-01 | 120.3108339417560 |
| 1996-05-01 | 121.2398912315740 |
| 1996-06-01 | 121.4576950962950 |
| 1996-07-01 | 121.7191906192490 |
| 1996-08-01 | 122.4705194457630 |
| 1996-09-01 | 123.7782902014300 |
| 1996-10-01 | 125.8076579999830 |
| 1996-11-01 | 127.2436878467830 |
| 1996-12-01 | 128.1223459328310 |
| 1997-01-01 | 129.0459006686740 |
| 1997-02-01 | 129.6871548169670 |
| 1997-03-01 | 131.3343828198150 |
| 1997-04-01 | 132.2005772239860 |
| 1997-05-01 | 133.7794211236230 |
| 1997-06-01 | 136.1444222705640 |
| 1997-07-01 | 135.2278067491430 |
| 1997-08-01 | 136.8019874456040 |
| 1997-09-01 | 138.4062525030990 |
| 1997-10-01 | 138.9392357969020 |
| 1997-11-01 | 139.8054603559790 |
| 1997-12-01 | 141.0780284355460 |
| 1998-01-01 | 140.8517155305370 |
| 1998-02-01 | 141.5157480293760 |
| 1998-03-01 | 142.0886832057050 |
| 1998-04-01 | 141.5287411674210 |
| 1998-05-01 | 142.8671519979900 |
| 1998-06-01 | 143.7853928177650 |
| 1998-07-01 | 144.9107490663070 |
| 1998-08-01 | 145.7014208374670 |
| 1998-09-01 | 147.0094417758760 |
| 1998-10-01 | 146.4834676992010 |
| 1998-11-01 | 146.8082732006560 |
| 1998-12-01 | 148.1447639227910 |
| 1999-01-01 | 150.5819185315280 |
| 1999-02-01 | 151.7468832089040 |
| 1999-03-01 | 152.9037056547380 |
| 1999-04-01 | 150.7345251591830 |
| 1999-05-01 | 150.9519498293980 |
| 1999-06-01 | 151.9662894545070 |
| 1999-07-01 | 154.5760644220780 |
| 1999-08-01 | 155.1566643717670 |
| 1999-09-01 | 155.8566691581690 |
| 1999-10-01 | 157.3188300843240 |
| 1999-11-01 | 157.7257359778110 |
| 1999-12-01 | 158.6007169005590 |
| 2000-01-01 | 157.8611784012600 |
| 2000-02-01 | 158.8503592126370 |
| 2000-03-01 | 159.8541297521890 |
| 2000-04-01 | 161.6343384516130 |
| 2000-05-01 | 163.3462790535080 |
| 2000-06-01 | 166.7283734649360 |
| 2000-07-01 | 166.9751046354160 |
| 2000-08-01 | 167.8915310230000 |
| 2000-09-01 | 169.4082568526270 |
| 2000-10-01 | 169.9772573687580 |
| 2000-11-01 | 170.6984176644890 |
| 2000-12-01 | 171.1489306723120 |
| 2001-01-01 | 171.9346653042860 |
| 2001-02-01 | 172.6817474833000 |
| 2001-03-01 | 172.3810558199290 |
| 2001-04-01 | 170.8581462956520 |
| 2001-05-01 | 169.7490214258740 |
| 2001-06-01 | 169.1658428771200 |
| 2001-07-01 | 167.3097278111240 |
| 2001-08-01 | 166.3875653271400 |
| 2001-09-01 | 164.6273433828490 |
| 2001-10-01 | 163.1002393823690 |
| 2001-11-01 | 161.9518568146050 |
| 2001-12-01 | 159.6514538969540 |
| 2002-01-01 | 160.1983320742150 |
| 2002-02-01 | 159.0621506776590 |
| 2002-03-01 | 158.3341898236040 |
| 2002-04-01 | 156.4497897085270 |
| 2002-05-01 | 156.9837923057800 |
| 2002-06-01 | 156.1007191193420 |
| 2002-07-01 | 155.9465229174660 |
| 2002-08-01 | 155.4074507098480 |
| 2002-09-01 | 155.3375037913980 |
| 2002-10-01 | 153.9955888875100 |
| 2002-11-01 | 153.6937124039070 |
| 2002-12-01 | 152.8438638336520 |
| 2003-01-01 | 153.2829641140390 |
| 2003-02-01 | 152.7456744868500 |
| 2003-03-01 | 152.1941719206280 |
| 2003-04-01 | 152.8753734478050 |
| 2003-05-01 | 152.7818226839810 |
| 2003-06-01 | 152.3459270313090 |
| 2003-07-01 | 151.8456461269810 |
| 2003-08-01 | 152.4855988107540 |
| 2003-09-01 | 152.5927870112600 |
| 2003-10-01 | 153.5647248673320 |
| 2003-11-01 | 154.5250242304130 |
| 2003-12-01 | 155.5442066173850 |
| 2004-01-01 | 155.8078981678290 |
| 2004-02-01 | 156.4342807083840 |
| 2004-03-01 | 157.0071419271780 |
| 2004-04-01 | 157.6608171376970 |
| 2004-05-01 | 157.6826610427360 |
| 2004-06-01 | 158.2132345821470 |
| 2004-07-01 | 159.0637729625600 |
| 2004-08-01 | 159.3614135086620 |
| 2004-09-01 | 159.5166680915280 |
| 2004-10-01 | 161.6927019170900 |
| 2004-11-01 | 162.2280897025660 |
| 2004-12-01 | 163.0161418789610 |
| 2005-01-01 | 165.0672931069430 |
| 2005-02-01 | 165.5945015078550 |
| 2005-03-01 | 166.0577981055220 |
| 2005-04-01 | 167.0506465265390 |
| 2005-05-01 | 166.7027916319390 |
| 2005-06-01 | 167.5324412276850 |
| 2005-07-01 | 168.5919259693960 |
| 2005-08-01 | 168.4328035558450 |
| 2005-09-01 | 169.2323099294030 |
| 2005-10-01 | 170.8351134847310 |
| 2005-11-01 | 172.3841946828870 |
| 2005-12-01 | 172.5562947312950 |
| 2006-01-01 | 170.7201467129170 |
| 2006-02-01 | 171.2977847079320 |
| 2006-03-01 | 172.9666096684310 |
| 2006-04-01 | 173.5379779080770 |
| 2006-05-01 | 175.2808620328230 |
| 2006-06-01 | 176.5458401584750 |
| 2006-07-01 | 177.3704635611380 |
| 2006-08-01 | 179.2338370213270 |
| 2006-09-01 | 180.2950318984620 |
| 2006-10-01 | 180.5262766953550 |
| 2006-11-01 | 182.0069307612970 |
| 2006-12-01 | 183.0395051285720 |
| 2007-01-01 | 182.7974003228260 |
| 2007-02-01 | 184.7874132783550 |
| 2007-03-01 | 185.4153424271190 |
| 2007-04-01 | 186.4615607951730 |
| 2007-05-01 | 187.4738475230790 |
| 2007-06-01 | 188.7147404755100 |
| 2007-07-01 | 189.9534301905050 |
| 2007-08-01 | 191.5068672167870 |
| 2007-09-01 | 191.7320041283890 |
| 2007-10-01 | 192.7449680154460 |
| 2007-11-01 | 193.7153460555210 |
| 2007-12-01 | 194.8393936721690 |
| 2008-01-01 | 195.8416872176780 |
| 2008-02-01 | 197.0831368354810 |
| 2008-03-01 | 196.6697208735460 |
| 2008-04-01 | 197.9826299091630 |
| 2008-05-01 | 198.4853305900580 |
| 2008-06-01 | 198.3397821625400 |
| 2008-07-01 | 198.5043082996770 |
| 2008-08-01 | 197.9880673858640 |
| 2008-09-01 | 197.3293639234050 |
| 2008-10-01 | 197.2152488790400 |
| 2008-11-01 | 195.5302683774930 |
| 2008-12-01 | 194.6528989270600 |
| 2009-01-01 | 193.8417911505950 |
| 2009-02-01 | 192.3977450460690 |
| 2009-03-01 | 191.0040175632400 |
| 2009-04-01 | 190.2943942338880 |
| 2009-05-01 | 189.7916854256870 |
| 2009-06-01 | 189.1276180758440 |
| 2009-07-01 | 188.0657816297370 |
| 2009-08-01 | 187.4690435407310 |
| 2009-09-01 | 187.8213369289710 |
| 2009-10-01 | 187.8492746503990 |
| 2009-11-01 | 189.0020075065510 |
| 2009-12-01 | 188.5163106795720 |
| 2010-01-01 | 188.5052153327310 |
| 2010-02-01 | 188.9020697325540 |
| 2010-03-01 | 189.2402498331120 |
| 2010-04-01 | 189.1695081263120 |
| 2010-05-01 | 189.5004586654300 |
| 2010-06-01 | 189.8572043758780 |
| 2010-07-01 | 190.2673588934970 |
| 2010-08-01 | 190.7344566517590 |
| 2010-09-01 | 191.5482532030350 |
| 2010-10-01 | 191.5189290555280 |
| 2010-11-01 | 192.1906611659790 |
| 2010-12-01 | 192.7006487028690 |
| 2011-01-01 | 193.4520773831610 |
| 2011-02-01 | 193.8612937649940 |
| 2011-03-01 | 194.9512950614430 |
| 2011-04-01 | 195.8197386206930 |
| 2011-05-01 | 195.6547421858910 |
| 2011-06-01 | 196.0023682811370 |
| 2011-07-01 | 197.0911458291240 |
| 2011-08-01 | 197.3541224670010 |
| 2011-09-01 | 199.1313307351120 |
| 2011-10-01 | 198.3738568975070 |
| 2011-11-01 | 199.2634607602950 |
| 2011-12-01 | 200.5893152289680 |
| 2012-01-01 | 200.4813383251630 |
| 2012-02-01 | 202.7796581529220 |
| 2012-03-01 | 203.9170923786720 |
| 2012-04-01 | 204.6434170480140 |
| 2012-05-01 | 205.9805432562380 |
| 2012-06-01 | 206.6737904374170 |
| 2012-07-01 | 207.2502515417670 |
| 2012-08-01 | 208.4469987684390 |
| 2012-09-01 | 208.3689512784110 |
| 2012-10-01 | 209.5030270482460 |
| 2012-11-01 | 209.8310702749480 |
| 2012-12-01 | 209.8086663045730 |
| 2013-01-01 | 209.5115788788400 |
| 2013-02-01 | 209.4300057059220 |
| 2013-03-01 | 209.7100238707890 |
| 2013-04-01 | 211.0661517847230 |
| 2013-05-01 | 210.7779296225200 |
| 2013-06-01 | 211.7312104091300 |
| 2013-07-01 | 211.4637935422420 |
| 2013-08-01 | 212.1158173321310 |
| 2013-09-01 | 212.6310885037320 |
| 2013-10-01 | 213.8684164780000 |
| 2013-11-01 | 214.9187734503260 |
| 2013-12-01 | 215.3571612865860 |
| 2014-01-01 | 216.7396647169400 |
| 2014-02-01 | 217.8620426005360 |
| 2014-03-01 | 219.1531374315250 |
| 2014-04-01 | 220.6423339788490 |
| 2014-05-01 | 221.7396495486030 |
| 2014-06-01 | 222.7083901013570 |
| 2014-07-01 | 223.8847153562090 |
| 2014-08-01 | 225.2272926062960 |
| 2014-09-01 | 226.4685442857080 |
| 2014-10-01 | 227.4409303460690 |
| 2014-11-01 | 228.4827592050740 |
| 2014-12-01 | 229.3399388580410 |
| 2015-01-01 | 232.1967350536890 |
| 2015-02-01 | 233.3706428097470 |
| 2015-03-01 | 234.2265450293290 |
| 2015-04-01 | 235.5850179786760 |
| 2015-05-01 | 236.3419830775450 |
| 2015-06-01 | 237.5462780829120 |
| 2015-07-01 | 239.2121286474150 |
| 2015-08-01 | 239.8066863480270 |
| 2015-09-01 | 240.7505489135450 |
| 2015-10-01 | 241.4393568682200 |
| 2015-11-01 | 242.2552923712390 |
| 2015-12-01 | 243.0857956929720 |
| 2016-01-01 | 247.1878317083140 |
| 2016-02-01 | 247.8723273620510 |
| 2016-03-01 | 249.0828330309750 |
| 2016-04-01 | 249.0300592267710 |
| 2016-05-01 | 250.1762713636520 |
| 2016-06-01 | 251.1467591026520 |
| 2016-07-01 | 252.0933681942850 |
| 2016-08-01 | 252.5531497489600 |
| 2016-09-01 | 253.7487312147780 |
| 2016-10-01 | 253.4593156537040 |
| 2016-11-01 | 253.4392591103340 |
| 2016-12-01 | 254.0295658799710 |
| 2017-01-01 | 254.5022649071720 |
| 2017-02-01 | 255.1422104570560 |
| 2017-03-01 | 256.1385871275770 |
| 2017-04-01 | 256.3986342905640 |
| 2017-05-01 | 257.4219802265660 |
| 2017-06-01 | 258.0767260563700 |
| 2017-07-01 | 257.8974282766710 |
| 2017-08-01 | 258.6616235503910 |
| 2017-09-01 | 259.6567507945400 |
| 2017-10-01 | 261.1853258649090 |
| 2017-11-01 | 262.1169715763880 |
| 2017-12-01 | 262.3127281561970 |
| 2018-01-01 | 262.3896368000250 |
| 2018-02-01 | 263.4943095721280 |
| 2018-03-01 | 264.9991356235770 |
| 2018-04-01 | 265.2871973079550 |
| 2018-05-01 | 267.9715705258080 |
| 2018-06-01 | 269.7609693721300 |
| 2018-07-01 | 270.8605235803190 |
| 2018-08-01 | 272.5675963250170 |
| 2018-09-01 | 273.4051868437720 |
| 2018-10-01 | 274.5501266600890 |
| 2018-11-01 | 276.2331096434760 |
| 2018-12-01 | 277.8516984681880 |
| 2019-01-01 | 277.7232390626200 |
| 2019-02-01 | 279.1447832807180 |
| 2019-03-01 | 280.5976793578510 |
| 2019-04-01 | 282.0064984281470 |
| 2019-05-01 | 283.3307977890610 |
| 2019-06-01 | 285.2259902297230 |
| 2019-07-01 | 287.3656717678620 |
| 2019-08-01 | 289.2773452669880 |
| 2019-09-01 | 290.3868357339600 |
| 2019-10-01 | 292.7455291878190 |
| 2019-11-01 | 294.0185346167500 |
| 2019-12-01 | 294.5717311769410 |
| 2020-01-01 | 297.3029710609020 |
| 2020-02-01 | 298.6690819094700 |
| 2020-03-01 | 298.8476722736950 |
| 2020-04-01 | 287.5124145751750 |
| 2020-05-01 | 288.3046538695960 |
| 2020-06-01 | 288.3405587648590 |
| 2020-07-01 | 288.9525570903790 |
| 2020-08-01 | 289.4962664631790 |
| 2020-09-01 | 291.4473672551410 |
| 2020-10-01 | 291.8533926618300 |
| 2020-11-01 | 293.9500369064290 |
| 2020-12-01 | 297.1750162345100 |
| 2021-01-01 | 299.6628798375500 |
| 2021-02-01 | 302.2387065026620 |
| 2021-03-01 | 306.0331752864610 |
| 2021-04-01 | 309.6539119978140 |
| 2021-05-01 | 312.8456417544240 |
| 2021-06-01 | 316.5054804964730 |
| 2021-07-01 | 320.4896470991460 |
| 2021-08-01 | 323.3042334623250 |
| 2021-09-01 | 328.0420766068010 |
| 2021-10-01 | 332.6390845256930 |
| 2021-11-01 | 336.6135470787710 |
| 2021-12-01 | 340.5409470824460 |
| 2022-01-01 | 342.0567794916490 |
| 2022-02-01 | 347.0448817785840 |
| 2022-03-01 | 350.9975594358560 |
| 2022-04-01 | 355.6917974637460 |
| 2022-05-01 | 359.5672419507050 |
| 2022-06-01 | 361.5528583954110 |
| 2022-07-01 | 369.7248492266030 |
| 2022-08-01 | 373.1620816213670 |
| 2022-09-01 | 375.0464000542000 |
| 2022-10-01 | 378.8472223168460 |
| 2022-11-01 | 380.3820636873550 |
| 2022-12-01 | 379.0260573999720 |
| 2023-01-01 | 384.2816477253360 |
| 2023-02-01 | 385.8389088454310 |
| 2023-03-01 | 386.3053732868530 |
| 2023-04-01 | 386.0295925877650 |
| 2023-05-01 | 386.7785767931960 |
| 2023-06-01 | 385.9224841551520 |
| 2023-07-01 | 385.3615553730660 |
| 2023-08-01 | 385.0872958541880 |
| 2023-09-01 | 384.3545676706940 |
| 2023-10-01 | 384.1197163697230 |
| 2023-11-01 | 384.0513601816580 |
| 2023-12-01 | 381.2842971549390 |
| 2024-01-01 | 384.1764627888220 |
| 2024-02-01 | 384.9115226314370 |
| 2024-03-01 | 382.7915689425980 |
| 2024-04-01 | 383.1562100961780 |
| 2024-05-01 | 383.5419314857220 |
| 2024-06-01 | 385.3499743278640 |
| 2024-07-01 | 383.4570229002280 |
| 2024-08-01 | 384.1156723365670 |
| 2024-09-01 | 385.1340020711950 |
| 2024-10-01 | 384.2624086858240 |
| 2024-11-01 | 384.7475733945200 |
| 2024-12-01 | 384.4178735969120 |
| 2025-01-01 | 385.0387063823150 |
| 2025-02-01 | 385.4029230250810 |
| 2025-03-01 | 386.3779810660030 |
| 2025-04-01 | 387.6600304749540 |
| 2025-05-01 | 388.0717586876160 |
| 2025-06-01 | 388.1667808762860 |
| 2025-07-01 | 389.7184192286320 |
| 2025-08-01 | 389.1448665067530 |
| 2025-09-01 | 388.3698846105580 |
| 2025-10-01 | 388.6889536433850 |
| 2025-11-01 | 387.7428323004940 |
| 2025-12-01 | 390.7994554473340 |
| 2026-01-01 | 390.1360527072920 |