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 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 | 88.7175848524040 |
| 1990-02-01 | 89.2804253832270 |
| 1990-03-01 | 89.3836061252321 |
| 1990-04-01 | 89.7822450808025 |
| 1990-05-01 | 90.1692359271840 |
| 1990-06-01 | 91.2792270632942 |
| 1990-07-01 | 91.5190978955363 |
| 1990-08-01 | 91.9618987805021 |
| 1990-09-01 | 92.1248062108129 |
| 1990-10-01 | 92.0566805264660 |
| 1990-11-01 | 92.3880897184290 |
| 1990-12-01 | 92.1699372722281 |
| 1991-01-01 | 91.2014070699786 |
| 1991-02-01 | 91.4112534738727 |
| 1991-03-01 | 91.1037373797877 |
| 1991-04-01 | 89.9499139549816 |
| 1991-05-01 | 90.5184556164290 |
| 1991-06-01 | 91.0841188698193 |
| 1991-07-01 | 91.0560555173451 |
| 1991-08-01 | 91.3628504231129 |
| 1991-09-01 | 91.1694502786465 |
| 1991-10-01 | 91.3820452497206 |
| 1991-11-01 | 91.3095909404968 |
| 1991-12-01 | 91.3706372003720 |
| 1992-01-01 | 91.8575638708263 |
| 1992-02-01 | 91.8911789139256 |
| 1992-03-01 | 92.2092039033887 |
| 1992-04-01 | 92.2975159720603 |
| 1992-05-01 | 92.2359064762233 |
| 1992-06-01 | 91.8965271459702 |
| 1992-07-01 | 92.5238329333883 |
| 1992-08-01 | 92.0603903763778 |
| 1992-09-01 | 92.2288201553585 |
| 1992-10-01 | 94.0162667076996 |
| 1992-11-01 | 93.7197816712346 |
| 1992-12-01 | 93.6445716845954 |
| 1993-01-01 | 95.8426276421498 |
| 1993-02-01 | 96.3872779162490 |
| 1993-03-01 | 96.0297639196114 |
| 1993-04-01 | 97.8780467488721 |
| 1993-05-01 | 98.9291261426902 |
| 1993-06-01 | 98.7945508108741 |
| 1993-07-01 | 99.3203994465333 |
| 1993-08-01 | 99.8088616252534 |
| 1993-09-01 | 101.4820706788390 |
| 1993-10-01 | 101.0701302940200 |
| 1993-11-01 | 100.8977267192920 |
| 1993-12-01 | 100.8394401307350 |
| 1994-01-01 | 101.1440862465540 |
| 1994-02-01 | 100.9983045336340 |
| 1994-03-01 | 101.2364498841050 |
| 1994-04-01 | 102.5268512079050 |
| 1994-05-01 | 102.3059517322400 |
| 1994-06-01 | 103.0702867709970 |
| 1994-07-01 | 105.9801390222900 |
| 1994-08-01 | 106.3438717258590 |
| 1994-09-01 | 106.7526378760430 |
| 1994-10-01 | 106.3122752076480 |
| 1994-11-01 | 106.7684291834030 |
| 1994-12-01 | 106.4775700116750 |
| 1995-01-01 | 107.9862862195610 |
| 1995-02-01 | 110.0002940752250 |
| 1995-03-01 | 109.1544901954030 |
| 1995-04-01 | 108.1119227718140 |
| 1995-05-01 | 109.1618292906150 |
| 1995-06-01 | 110.1113984708450 |
| 1995-07-01 | 110.7079967378820 |
| 1995-08-01 | 111.9379860268400 |
| 1995-09-01 | 112.2929351491600 |
| 1995-10-01 | 113.1728125320650 |
| 1995-11-01 | 114.5801493543620 |
| 1995-12-01 | 115.0671420481890 |
| 1996-01-01 | 115.5104203970580 |
| 1996-02-01 | 116.9607802288430 |
| 1996-03-01 | 117.9337401773120 |
| 1996-04-01 | 120.3075950820090 |
| 1996-05-01 | 121.2407640188840 |
| 1996-06-01 | 121.4591154239040 |
| 1996-07-01 | 121.7179434286590 |
| 1996-08-01 | 122.4697379598530 |
| 1996-09-01 | 123.7776511428160 |
| 1996-10-01 | 125.8074891472620 |
| 1996-11-01 | 127.2439087553500 |
| 1996-12-01 | 128.1229973918240 |
| 1997-01-01 | 129.0468233430280 |
| 1997-02-01 | 129.6884623279730 |
| 1997-03-01 | 131.3360915490160 |
| 1997-04-01 | 132.1967920570620 |
| 1997-05-01 | 133.7796075448590 |
| 1997-06-01 | 136.1452653352520 |
| 1997-07-01 | 135.2267936186860 |
| 1997-08-01 | 136.8014508801010 |
| 1997-09-01 | 138.4055521103330 |
| 1997-10-01 | 138.9392756058640 |
| 1997-11-01 | 139.8058634810830 |
| 1997-12-01 | 141.0788625982460 |
| 1998-01-01 | 140.8527267301730 |
| 1998-02-01 | 141.5172515193330 |
| 1998-03-01 | 142.0906073814620 |
| 1998-04-01 | 141.5251231461830 |
| 1998-05-01 | 142.8664379283700 |
| 1998-06-01 | 143.7854570255320 |
| 1998-07-01 | 144.9100284768090 |
| 1998-08-01 | 145.7011342188150 |
| 1998-09-01 | 147.0088958335410 |
| 1998-10-01 | 146.4836712055250 |
| 1998-11-01 | 146.8087904722150 |
| 1998-12-01 | 148.1456525977730 |
| 1999-01-01 | 150.5828570732710 |
| 1999-02-01 | 151.7484099649040 |
| 1999-03-01 | 152.9055628623170 |
| 1999-04-01 | 150.7313048095680 |
| 1999-05-01 | 150.9508615511610 |
| 1999-06-01 | 151.9660904126220 |
| 1999-07-01 | 154.5753100344370 |
| 1999-08-01 | 155.1564620063050 |
| 1999-09-01 | 155.8562380484460 |
| 1999-10-01 | 157.3191492570930 |
| 1999-11-01 | 157.7262902756080 |
| 1999-12-01 | 158.6015768576710 |
| 2000-01-01 | 157.8619698001680 |
| 2000-02-01 | 158.8517407183700 |
| 2000-03-01 | 159.8558884153950 |
| 2000-04-01 | 161.6315065410340 |
| 2000-05-01 | 163.3450659051660 |
| 2000-06-01 | 166.7280264085050 |
| 2000-07-01 | 166.9744128247610 |
| 2000-08-01 | 167.8913724255790 |
| 2000-09-01 | 169.4080292122580 |
| 2000-10-01 | 169.9776150619110 |
| 2000-11-01 | 170.6989307994120 |
| 2000-12-01 | 171.1496916170000 |
| 2001-01-01 | 171.9352414076070 |
| 2001-02-01 | 172.6828355698050 |
| 2001-03-01 | 172.3823760798560 |
| 2001-04-01 | 170.8559377475160 |
| 2001-05-01 | 169.7481359609410 |
| 2001-06-01 | 169.1655492378500 |
| 2001-07-01 | 167.3092623391390 |
| 2001-08-01 | 166.3874471925540 |
| 2001-09-01 | 164.6273064617320 |
| 2001-10-01 | 163.1005050338270 |
| 2001-11-01 | 161.9521897585990 |
| 2001-12-01 | 159.6519429966660 |
| 2002-01-01 | 160.1986725717990 |
| 2002-02-01 | 159.0627084153860 |
| 2002-03-01 | 158.3347874980560 |
| 2002-04-01 | 156.4486063523250 |
| 2002-05-01 | 156.9832904793060 |
| 2002-06-01 | 156.1005612061840 |
| 2002-07-01 | 155.9462774082040 |
| 2002-08-01 | 155.4073967174100 |
| 2002-09-01 | 155.3376187998320 |
| 2002-10-01 | 153.9957437181460 |
| 2002-11-01 | 153.6938800557440 |
| 2002-12-01 | 152.8441331551530 |
| 2003-01-01 | 153.2831581096020 |
| 2003-02-01 | 152.7458667843000 |
| 2003-03-01 | 152.1942650101610 |
| 2003-04-01 | 152.8747685672830 |
| 2003-05-01 | 152.7816934190150 |
| 2003-06-01 | 152.3458854437840 |
| 2003-07-01 | 151.8455717171490 |
| 2003-08-01 | 152.4855937602230 |
| 2003-09-01 | 152.5928857172420 |
| 2003-10-01 | 153.5647895915500 |
| 2003-11-01 | 154.5250783253250 |
| 2003-12-01 | 155.5443014091730 |
| 2004-01-01 | 155.8080481656540 |
| 2004-02-01 | 156.4343213751870 |
| 2004-03-01 | 157.0071654796850 |
| 2004-04-01 | 157.6604304821240 |
| 2004-05-01 | 157.6826509092060 |
| 2004-06-01 | 158.2132235164570 |
| 2004-07-01 | 159.0637841709530 |
| 2004-08-01 | 159.3614324625610 |
| 2004-09-01 | 159.5167482703580 |
| 2004-10-01 | 161.6927209132860 |
| 2004-11-01 | 162.2280921984410 |
| 2004-12-01 | 163.0161604502500 |
| 2005-01-01 | 165.0674165916580 |
| 2005-02-01 | 165.5944932876520 |
| 2005-03-01 | 166.0577874889410 |
| 2005-04-01 | 167.0504340581580 |
| 2005-05-01 | 166.7027938922520 |
| 2005-06-01 | 167.5324500063170 |
| 2005-07-01 | 168.5919430917170 |
| 2005-08-01 | 168.4328123202130 |
| 2005-09-01 | 169.2323717777980 |
| 2005-10-01 | 170.8351108571400 |
| 2005-11-01 | 172.3841740931860 |
| 2005-12-01 | 172.5562781723790 |
| 2006-01-01 | 170.7202812383420 |
| 2006-02-01 | 171.2977617485370 |
| 2006-03-01 | 172.9665714843720 |
| 2006-04-01 | 173.5379378622560 |
| 2006-05-01 | 175.2808298658860 |
| 2006-06-01 | 176.5458231107290 |
| 2006-07-01 | 177.3704643989980 |
| 2006-08-01 | 179.2338382348040 |
| 2006-09-01 | 180.2950695301180 |
| 2006-10-01 | 180.5262774690510 |
| 2006-11-01 | 182.0069132793210 |
| 2006-12-01 | 183.0394847966570 |
| 2007-01-01 | 182.7975220141720 |
| 2007-02-01 | 184.7873950106330 |
| 2007-03-01 | 185.4153175978470 |
| 2007-04-01 | 186.4615374944710 |
| 2007-05-01 | 187.4738252958570 |
| 2007-06-01 | 188.7147229162190 |
| 2007-07-01 | 189.9534224961330 |
| 2007-08-01 | 191.5068647025680 |
| 2007-09-01 | 191.7320284892580 |
| 2007-10-01 | 192.7449808785290 |
| 2007-11-01 | 193.7153344464440 |
| 2007-12-01 | 194.8393738774480 |
| 2008-01-01 | 195.8417823718500 |
| 2008-02-01 | 197.0831191032450 |
| 2008-03-01 | 196.6697009044490 |
| 2008-04-01 | 197.9826111325510 |
| 2008-05-01 | 198.4853080914030 |
| 2008-06-01 | 198.3397605648160 |
| 2008-07-01 | 198.5043005124240 |
| 2008-08-01 | 197.9880704499230 |
| 2008-09-01 | 197.3293950622400 |
| 2008-10-01 | 197.2152902434430 |
| 2008-11-01 | 195.5302711440320 |
| 2008-12-01 | 194.6528951790690 |
| 2009-01-01 | 193.8417958068450 |
| 2009-02-01 | 192.3977374677790 |
| 2009-03-01 | 191.0039950499530 |
| 2009-04-01 | 190.2943613518500 |
| 2009-05-01 | 189.7916532305450 |
| 2009-06-01 | 189.1275976132360 |
| 2009-07-01 | 188.0657832264490 |
| 2009-08-01 | 187.4690618454900 |
| 2009-09-01 | 187.8214913321530 |
| 2009-10-01 | 187.8493393176850 |
| 2009-11-01 | 189.0019977912890 |
| 2009-12-01 | 188.5162739344690 |
| 2010-01-01 | 188.5050961874650 |
| 2010-02-01 | 188.9020229900100 |
| 2010-03-01 | 189.2401981116390 |
| 2010-04-01 | 189.1694457794570 |
| 2010-05-01 | 189.5004149174520 |
| 2010-06-01 | 189.8572027859800 |
| 2010-07-01 | 190.2674268349750 |
| 2010-08-01 | 190.7346002267030 |
| 2010-09-01 | 191.5486703640940 |
| 2010-10-01 | 191.5190920454380 |
| 2010-11-01 | 192.1906008811940 |
| 2010-12-01 | 192.7004306431650 |
| 2011-01-01 | 193.4516502088550 |
| 2011-02-01 | 193.8610571220050 |
| 2011-03-01 | 194.9511516154340 |
| 2011-04-01 | 195.8196596515860 |
| 2011-05-01 | 195.6547319791520 |
| 2011-06-01 | 196.0024604210780 |
| 2011-07-01 | 197.0914237205410 |
| 2011-08-01 | 197.3545981318340 |
| 2011-09-01 | 199.1321969539650 |
| 2011-10-01 | 198.3743101139350 |
| 2011-11-01 | 199.2634349870200 |
| 2011-12-01 | 200.5886827930470 |
| 2012-01-01 | 200.4795642207930 |
| 2012-02-01 | 202.7793986161340 |
| 2012-03-01 | 203.9169577911860 |
| 2012-04-01 | 204.6433829734210 |
| 2012-05-01 | 205.9805966489230 |
| 2012-06-01 | 206.6740705374080 |
| 2012-07-01 | 207.2509167403480 |
| 2012-08-01 | 208.4478334132010 |
| 2012-09-01 | 208.3703701634980 |
| 2012-10-01 | 209.5042878324400 |
| 2012-11-01 | 209.8319802583940 |
| 2012-12-01 | 209.8060206561360 |
| 2013-01-01 | 209.5084540021340 |
| 2013-02-01 | 209.4297181509450 |
| 2013-03-01 | 209.7089774798730 |
| 2013-04-01 | 211.0664946128360 |
| 2013-05-01 | 210.7782910462860 |
| 2013-06-01 | 211.7318542786310 |
| 2013-07-01 | 211.4650000477030 |
| 2013-08-01 | 212.1174493180710 |
| 2013-09-01 | 212.6336435289670 |
| 2013-10-01 | 213.8705985294580 |
| 2013-11-01 | 214.9203380515920 |
| 2013-12-01 | 215.3517371177430 |
| 2014-01-01 | 216.7344813607010 |
| 2014-02-01 | 217.8612947155570 |
| 2014-03-01 | 219.1510346289000 |
| 2014-04-01 | 220.6432490990530 |
| 2014-05-01 | 221.7404565830580 |
| 2014-06-01 | 222.7098722648180 |
| 2014-07-01 | 223.8874398095870 |
| 2014-08-01 | 225.2311214059040 |
| 2014-09-01 | 226.4727941668000 |
| 2014-10-01 | 227.4436831588020 |
| 2014-11-01 | 228.4865972909310 |
| 2014-12-01 | 229.3270587696290 |
| 2015-01-01 | 232.1885175178720 |
| 2015-02-01 | 233.3676264162750 |
| 2015-03-01 | 234.2231162836140 |
| 2015-04-01 | 235.5885197225820 |
| 2015-05-01 | 236.3433343756520 |
| 2015-06-01 | 237.5499271255090 |
| 2015-07-01 | 239.2186751319230 |
| 2015-08-01 | 239.8142633401100 |
| 2015-09-01 | 240.7580624925390 |
| 2015-10-01 | 241.4459186434610 |
| 2015-11-01 | 242.2668285470880 |
| 2015-12-01 | 243.0387331324830 |
| 2016-01-01 | 247.1817108714400 |
| 2016-02-01 | 247.8697847494590 |
| 2016-03-01 | 249.0800989639840 |
| 2016-04-01 | 249.0369865844890 |
| 2016-05-01 | 250.1799218686240 |
| 2016-06-01 | 251.1547152468480 |
| 2016-07-01 | 252.1057769516970 |
| 2016-08-01 | 252.5652959269960 |
| 2016-09-01 | 253.7605378715290 |
| 2016-10-01 | 253.4729579848490 |
| 2016-11-01 | 253.4645463120220 |
| 2016-12-01 | 253.9182111154640 |
| 2017-01-01 | 254.5061156524530 |
| 2017-02-01 | 255.1429773366940 |
| 2017-03-01 | 256.1360484080010 |
| 2017-04-01 | 256.4136874994520 |
| 2017-05-01 | 257.4316014345540 |
| 2017-06-01 | 258.0900281160530 |
| 2017-07-01 | 257.9148483134590 |
| 2017-08-01 | 258.6785188431250 |
| 2017-09-01 | 259.6713682565030 |
| 2017-10-01 | 261.2057157107600 |
| 2017-11-01 | 262.1508892326660 |
| 2017-12-01 | 262.1362829973310 |
| 2018-01-01 | 262.4029767877810 |
| 2018-02-01 | 263.5000309326010 |
| 2018-03-01 | 265.0005570269910 |
| 2018-04-01 | 265.3119716000430 |
| 2018-05-01 | 267.9892997844430 |
| 2018-06-01 | 269.7785637517560 |
| 2018-07-01 | 270.8792859425500 |
| 2018-08-01 | 272.5912247239590 |
| 2018-09-01 | 273.4197006098720 |
| 2018-10-01 | 274.5742599491990 |
| 2018-11-01 | 276.2712621009790 |
| 2018-12-01 | 277.6227515349170 |
| 2019-01-01 | 277.7417177838130 |
| 2019-02-01 | 279.1552311222050 |
| 2019-03-01 | 280.6030295787840 |
| 2019-04-01 | 282.0417983263890 |
| 2019-05-01 | 283.3581611465540 |
| 2019-06-01 | 285.2638442166270 |
| 2019-07-01 | 287.3514162400850 |
| 2019-08-01 | 289.3161528399760 |
| 2019-09-01 | 290.4110427430810 |
| 2019-10-01 | 292.7791225676310 |
| 2019-11-01 | 294.0575802271520 |
| 2019-12-01 | 294.2985884373010 |
| 2020-01-01 | 297.3162752925360 |
| 2020-02-01 | 298.6757058837240 |
| 2020-03-01 | 298.8534851028970 |
| 2020-04-01 | 287.5512161390340 |
| 2020-05-01 | 288.3435791191230 |
| 2020-06-01 | 288.4048366855870 |
| 2020-07-01 | 288.9111484394460 |
| 2020-08-01 | 289.5558279697290 |
| 2020-09-01 | 291.4902433380610 |
| 2020-10-01 | 291.8977165306580 |
| 2020-11-01 | 293.9852375638990 |
| 2020-12-01 | 296.8757173750190 |
| 2021-01-01 | 299.6524456278000 |
| 2021-02-01 | 302.2038237133830 |
| 2021-03-01 | 306.0301429262450 |
| 2021-04-01 | 309.6913769852270 |
| 2021-05-01 | 312.8953583283930 |
| 2021-06-01 | 316.6828019846170 |
| 2021-07-01 | 320.3820698913940 |
| 2021-08-01 | 323.3970754474960 |
| 2021-09-01 | 328.1852740173950 |
| 2021-10-01 | 332.6908865627890 |
| 2021-11-01 | 336.6541940752850 |
| 2021-12-01 | 340.1477121309160 |
| 2022-01-01 | 341.9634486898390 |
| 2022-02-01 | 346.9179635673510 |
| 2022-03-01 | 350.8945534932500 |
| 2022-04-01 | 355.8069332650080 |
| 2022-05-01 | 359.6485414755570 |
| 2022-06-01 | 361.8295923225010 |
| 2022-07-01 | 369.6990391747630 |
| 2022-08-01 | 373.3772083668750 |
| 2022-09-01 | 375.2561367849510 |
| 2022-10-01 | 378.7867198561820 |
| 2022-11-01 | 380.5193428255110 |
| 2022-12-01 | 378.5652184442010 |
| 2023-01-01 | 383.9646949917730 |
| 2023-02-01 | 385.5389363682750 |
| 2023-03-01 | 386.0829909170720 |
| 2023-04-01 | 386.2482209369140 |
| 2023-05-01 | 386.8928650867470 |
| 2023-06-01 | 386.3503931857750 |
| 2023-07-01 | 385.4828894980770 |
| 2023-08-01 | 385.4719639264550 |
| 2023-09-01 | 384.6080742220180 |
| 2023-10-01 | 383.9034226114080 |
| 2023-11-01 | 384.2849262638280 |
| 2023-12-01 | 380.7605115903750 |
| 2024-01-01 | 383.6205804109660 |
| 2024-02-01 | 384.3597431489230 |
| 2024-03-01 | 382.4435523556230 |
| 2024-04-01 | 383.8000103258330 |
| 2024-05-01 | 384.2975482012040 |
| 2024-06-01 | 383.4060227848120 |
| 2024-07-01 | 385.4358812407890 |
| 2024-08-01 | 386.5734699388060 |
| 2024-09-01 | 384.7320381522610 |
| 2024-10-01 | 384.6489637066210 |
| 2024-11-01 | 385.5855139103100 |
| 2024-12-01 | 388.4501464450590 |
| 2025-01-01 | 385.5483466151130 |
| 2025-02-01 | 384.8092916179490 |
| 2025-03-01 | 385.8743166300100 |
| 2025-04-01 | 384.1743070410320 |
| 2025-05-01 | 384.1269113019420 |
| 2025-06-01 | 384.9172049270160 |
| 2025-07-01 | 382.5402820378190 |
| 2025-08-01 | 379.4182450374980 |
| 2025-09-01 | 383.4210167680150 |
| 2025-10-01 | 383.4947132688640 |
| 2025-11-01 | 381.5698403432730 |
| 2025-12-01 | 382.2966989392770 |