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 2024-10-01 |
| Last Updated | 2024-11-20 6:22 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 | 89.88928856686730 |
| 1990-02-01 | 90.48191021518590 |
| 1990-03-01 | 90.49560212383751 |
| 1990-04-01 | 90.82733817529160 |
| 1990-05-01 | 91.23145420449508 |
| 1990-06-01 | 92.30473340706420 |
| 1990-07-01 | 92.57996347210930 |
| 1990-08-01 | 93.08375318488620 |
| 1990-09-01 | 93.25379932943670 |
| 1990-10-01 | 93.14399506702141 |
| 1990-11-01 | 93.39652299027680 |
| 1990-12-01 | 93.33539341496592 |
| 1991-01-01 | 92.47646790274170 |
| 1991-02-01 | 92.72093119627970 |
| 1991-03-01 | 92.41872308974929 |
| 1991-04-01 | 91.19346020991790 |
| 1991-05-01 | 91.77576627223520 |
| 1991-06-01 | 92.40769618290008 |
| 1991-07-01 | 92.41238896515058 |
| 1991-08-01 | 92.68642286709940 |
| 1991-09-01 | 92.49358701625981 |
| 1991-10-01 | 92.77151309452800 |
| 1991-11-01 | 92.71708669362341 |
| 1991-12-01 | 92.63600936915550 |
| 1992-01-01 | 93.13986663514730 |
| 1992-02-01 | 93.11728513365900 |
| 1992-03-01 | 93.42782536086528 |
| 1992-04-01 | 93.53391517295040 |
| 1992-05-01 | 93.38836991464159 |
| 1992-06-01 | 93.01711758812509 |
| 1992-07-01 | 93.57208142166240 |
| 1992-08-01 | 93.08302237762399 |
| 1992-09-01 | 93.14103276571600 |
| 1992-10-01 | 94.91036114724979 |
| 1992-11-01 | 94.62209590843142 |
| 1992-12-01 | 94.61864091479460 |
| 1993-01-01 | 96.73520610194059 |
| 1993-02-01 | 97.12893074334922 |
| 1993-03-01 | 96.75424242045500 |
| 1993-04-01 | 98.50805243169010 |
| 1993-05-01 | 99.57365652060640 |
| 1993-06-01 | 99.41381466833330 |
| 1993-07-01 | 99.86007426117120 |
| 1993-08-01 | 100.32685362894100 |
| 1993-09-01 | 101.98158347452700 |
| 1993-10-01 | 101.57272846862400 |
| 1993-11-01 | 101.40264763770100 |
| 1993-12-01 | 101.32610797186199 |
| 1994-01-01 | 101.44488874420799 |
| 1994-02-01 | 101.24709424392300 |
| 1994-03-01 | 101.46093391778900 |
| 1994-04-01 | 102.84414364140400 |
| 1994-05-01 | 102.64097251349399 |
| 1994-06-01 | 103.38636690856100 |
| 1994-07-01 | 106.31092155038701 |
| 1994-08-01 | 106.65909357199499 |
| 1994-09-01 | 107.13901997169500 |
| 1994-10-01 | 106.73518471666300 |
| 1994-11-01 | 107.18184197752501 |
| 1994-12-01 | 106.88160662670201 |
| 1995-01-01 | 108.40144285272100 |
| 1995-02-01 | 110.44354038428800 |
| 1995-03-01 | 109.67405082008000 |
| 1995-04-01 | 108.50844019733600 |
| 1995-05-01 | 109.58720557456800 |
| 1995-06-01 | 110.52716654567600 |
| 1995-07-01 | 111.13193566053700 |
| 1995-08-01 | 112.35278018635000 |
| 1995-09-01 | 112.66596116256100 |
| 1995-10-01 | 113.51519768601601 |
| 1995-11-01 | 114.91705232284201 |
| 1995-12-01 | 115.39019708001301 |
| 1996-01-01 | 115.93323941935600 |
| 1996-02-01 | 117.49176148605500 |
| 1996-03-01 | 118.44100036809100 |
| 1996-04-01 | 120.77943649992100 |
| 1996-05-01 | 121.76209380714500 |
| 1996-06-01 | 121.97551260411200 |
| 1996-07-01 | 122.23997846830700 |
| 1996-08-01 | 122.98834999181999 |
| 1996-09-01 | 124.23842424781701 |
| 1996-10-01 | 126.26730720159800 |
| 1996-11-01 | 127.69896700509500 |
| 1996-12-01 | 128.66522104872600 |
| 1997-01-01 | 129.57627245669900 |
| 1997-02-01 | 130.20647102174000 |
| 1997-03-01 | 131.82932384016900 |
| 1997-04-01 | 132.64611369712700 |
| 1997-05-01 | 134.29466193837600 |
| 1997-06-01 | 136.66168933027500 |
| 1997-07-01 | 135.75633398700300 |
| 1997-08-01 | 137.32404029829300 |
| 1997-09-01 | 138.96255235655600 |
| 1997-10-01 | 139.40855843274400 |
| 1997-11-01 | 140.37816980676598 |
| 1997-12-01 | 141.53006478810698 |
| 1998-01-01 | 141.38289622785900 |
| 1998-02-01 | 142.03038044632000 |
| 1998-03-01 | 142.56608103855900 |
| 1998-04-01 | 141.86839879201600 |
| 1998-05-01 | 143.27504544526500 |
| 1998-06-01 | 144.19338461908700 |
| 1998-07-01 | 145.35460121630700 |
| 1998-08-01 | 146.12903578908000 |
| 1998-09-01 | 147.46582433457598 |
| 1998-10-01 | 147.05644975391800 |
| 1998-11-01 | 147.28868507854400 |
| 1998-12-01 | 148.69395135469102 |
| 1999-01-01 | 151.10976950488100 |
| 1999-02-01 | 152.26400244477200 |
| 1999-03-01 | 153.47185418079300 |
| 1999-04-01 | 151.27187917215300 |
| 1999-05-01 | 151.55521627507400 |
| 1999-06-01 | 152.56902172321000 |
| 1999-07-01 | 155.23098669956800 |
| 1999-08-01 | 155.79045813017902 |
| 1999-09-01 | 156.52411641670000 |
| 1999-10-01 | 157.87587005260700 |
| 1999-11-01 | 158.31009373863301 |
| 1999-12-01 | 159.24517209957600 |
| 2000-01-01 | 158.48577649873400 |
| 2000-02-01 | 159.47463130714002 |
| 2000-03-01 | 160.51813171156000 |
| 2000-04-01 | 162.27579185963800 |
| 2000-05-01 | 164.04889322236100 |
| 2000-06-01 | 167.42563928223200 |
| 2000-07-01 | 167.53596053554898 |
| 2000-08-01 | 168.52500905130800 |
| 2000-09-01 | 169.98566680604200 |
| 2000-10-01 | 170.61432784968900 |
| 2000-11-01 | 171.38585424224300 |
| 2000-12-01 | 171.79457485830400 |
| 2001-01-01 | 172.55726351091700 |
| 2001-02-01 | 173.31063697973200 |
| 2001-03-01 | 173.05059811907000 |
| 2001-04-01 | 171.40311262910100 |
| 2001-05-01 | 170.24884407555800 |
| 2001-06-01 | 169.76199198360000 |
| 2001-07-01 | 167.76737856313700 |
| 2001-08-01 | 166.81011409359900 |
| 2001-09-01 | 165.01923864189800 |
| 2001-10-01 | 163.52318263159100 |
| 2001-11-01 | 162.33896667729098 |
| 2001-12-01 | 160.18633335150400 |
| 2002-01-01 | 160.74108653881400 |
| 2002-02-01 | 159.48480640528600 |
| 2002-03-01 | 158.71390830332500 |
| 2002-04-01 | 156.90391084112900 |
| 2002-05-01 | 157.48494283112900 |
| 2002-06-01 | 156.49319786106600 |
| 2002-07-01 | 156.49582285735800 |
| 2002-08-01 | 155.91326537119699 |
| 2002-09-01 | 155.83848503364598 |
| 2002-10-01 | 154.51347664897700 |
| 2002-11-01 | 154.18081365708600 |
| 2002-12-01 | 153.27456550598900 |
| 2003-01-01 | 153.76264779364598 |
| 2003-02-01 | 153.15904851365000 |
| 2003-03-01 | 152.57655404825700 |
| 2003-04-01 | 153.22494045893800 |
| 2003-05-01 | 153.18325794862300 |
| 2003-06-01 | 152.74282058844298 |
| 2003-07-01 | 152.28335399557100 |
| 2003-08-01 | 152.87559815227100 |
| 2003-09-01 | 152.99321950556300 |
| 2003-10-01 | 153.97548317290000 |
| 2003-11-01 | 154.91028961883600 |
| 2003-12-01 | 155.97189057611500 |
| 2004-01-01 | 156.35461925622500 |
| 2004-02-01 | 156.83266624426300 |
| 2004-03-01 | 157.37666968514299 |
| 2004-04-01 | 158.09859596433600 |
| 2004-05-01 | 158.08412769212600 |
| 2004-06-01 | 158.61187219883800 |
| 2004-07-01 | 159.39362420656602 |
| 2004-08-01 | 159.63713858584400 |
| 2004-09-01 | 159.81033941064700 |
| 2004-10-01 | 162.00426219716100 |
| 2004-11-01 | 162.61859260877000 |
| 2004-12-01 | 163.44505333047002 |
| 2005-01-01 | 165.67437221447100 |
| 2005-02-01 | 165.98397062736998 |
| 2005-03-01 | 166.40459054223900 |
| 2005-04-01 | 167.46815457650500 |
| 2005-05-01 | 167.10060447274500 |
| 2005-06-01 | 167.93789030663100 |
| 2005-07-01 | 169.01612490937400 |
| 2005-08-01 | 168.70174802710700 |
| 2005-09-01 | 169.62294858374000 |
| 2005-10-01 | 171.26708955142300 |
| 2005-11-01 | 172.77087810162100 |
| 2005-12-01 | 172.98736877938500 |
| 2006-01-01 | 171.37003255107200 |
| 2006-02-01 | 171.67182532039200 |
| 2006-03-01 | 173.38476925644900 |
| 2006-04-01 | 173.84068524219900 |
| 2006-05-01 | 175.67726329721400 |
| 2006-06-01 | 176.95958079300700 |
| 2006-07-01 | 177.78968450240800 |
| 2006-08-01 | 179.70187577480598 |
| 2006-09-01 | 180.89460749637698 |
| 2006-10-01 | 181.08492983108300 |
| 2006-11-01 | 182.49358074862800 |
| 2006-12-01 | 183.47465890565800 |
| 2007-01-01 | 183.64567745335202 |
| 2007-02-01 | 185.35539223345300 |
| 2007-03-01 | 186.00921112295900 |
| 2007-04-01 | 187.04517242061200 |
| 2007-05-01 | 187.97129645267600 |
| 2007-06-01 | 189.24660972144400 |
| 2007-07-01 | 190.46770638425700 |
| 2007-08-01 | 191.88279882321600 |
| 2007-09-01 | 192.23871490668301 |
| 2007-10-01 | 193.23290779850700 |
| 2007-11-01 | 194.19717532070598 |
| 2007-12-01 | 195.37431919988700 |
| 2008-01-01 | 196.55837658645100 |
| 2008-02-01 | 197.54819064780602 |
| 2008-03-01 | 197.15359233229302 |
| 2008-04-01 | 198.55854196798400 |
| 2008-05-01 | 198.98807098559600 |
| 2008-06-01 | 198.78585366451400 |
| 2008-07-01 | 199.01882075199400 |
| 2008-08-01 | 198.47832918002400 |
| 2008-09-01 | 197.84684531395100 |
| 2008-10-01 | 197.92170518853501 |
| 2008-11-01 | 196.11228133959702 |
| 2008-12-01 | 195.18014388222300 |
| 2009-01-01 | 194.47497882489498 |
| 2009-02-01 | 193.07605310503700 |
| 2009-03-01 | 191.50485408757302 |
| 2009-04-01 | 190.78426423508202 |
| 2009-05-01 | 190.39862223906400 |
| 2009-06-01 | 189.68233152575900 |
| 2009-07-01 | 188.68735260163500 |
| 2009-08-01 | 188.07685217308497 |
| 2009-09-01 | 188.33476706922002 |
| 2009-10-01 | 188.46470242421200 |
| 2009-11-01 | 189.57503678017798 |
| 2009-12-01 | 189.13333926401600 |
| 2010-01-01 | 189.07497454846600 |
| 2010-02-01 | 189.38504864182400 |
| 2010-03-01 | 189.76920145954898 |
| 2010-04-01 | 189.77908182820600 |
| 2010-05-01 | 190.00757018405800 |
| 2010-06-01 | 190.41136203617200 |
| 2010-07-01 | 190.80164850881600 |
| 2010-08-01 | 191.25365903629398 |
| 2010-09-01 | 192.05673289713403 |
| 2010-10-01 | 192.02719840310700 |
| 2010-11-01 | 192.65617553669998 |
| 2010-12-01 | 193.20858681287800 |
| 2011-01-01 | 193.97847657966500 |
| 2011-02-01 | 194.35832889556400 |
| 2011-03-01 | 195.50051786289100 |
| 2011-04-01 | 196.35364087169899 |
| 2011-05-01 | 196.16078796685798 |
| 2011-06-01 | 196.54700896060000 |
| 2011-07-01 | 197.64249963133202 |
| 2011-08-01 | 197.88587491282502 |
| 2011-09-01 | 199.62181106308600 |
| 2011-10-01 | 198.86680061244300 |
| 2011-11-01 | 199.82527321582000 |
| 2011-12-01 | 201.19273391536800 |
| 2012-01-01 | 200.98638121400000 |
| 2012-02-01 | 203.38603536607000 |
| 2012-03-01 | 204.47921163270303 |
| 2012-04-01 | 205.10046392169400 |
| 2012-05-01 | 206.58807126921602 |
| 2012-06-01 | 207.20168713359000 |
| 2012-07-01 | 207.81306696175600 |
| 2012-08-01 | 209.08986962891498 |
| 2012-09-01 | 208.84717887201302 |
| 2012-10-01 | 210.17792745536900 |
| 2012-11-01 | 210.50399891336102 |
| 2012-12-01 | 210.30441763518797 |
| 2013-01-01 | 210.09842380067002 |
| 2013-02-01 | 210.05226217531398 |
| 2013-03-01 | 210.17331846442298 |
| 2013-04-01 | 211.64531743367402 |
| 2013-05-01 | 211.38208179693402 |
| 2013-06-01 | 212.24678342884602 |
| 2013-07-01 | 212.02819516193100 |
| 2013-08-01 | 212.66380066990000 |
| 2013-09-01 | 213.19923621365800 |
| 2013-10-01 | 214.43897729462003 |
| 2013-11-01 | 215.60826616869500 |
| 2013-12-01 | 216.04751148301202 |
| 2014-01-01 | 217.41579711333900 |
| 2014-02-01 | 218.38387748395402 |
| 2014-03-01 | 219.81974656876300 |
| 2014-04-01 | 221.23507233414298 |
| 2014-05-01 | 222.33828563830897 |
| 2014-06-01 | 223.31850493990400 |
| 2014-07-01 | 224.44104011438400 |
| 2014-08-01 | 225.77864980649503 |
| 2014-09-01 | 227.04431367316700 |
| 2014-10-01 | 228.01061156449800 |
| 2014-11-01 | 229.00194955714900 |
| 2014-12-01 | 229.80801346806900 |
| 2015-01-01 | 232.66437846054800 |
| 2015-02-01 | 233.89070667002997 |
| 2015-03-01 | 234.78961120385898 |
| 2015-04-01 | 236.08463208570000 |
| 2015-05-01 | 236.83777501541599 |
| 2015-06-01 | 238.05761644242500 |
| 2015-07-01 | 239.75842579845200 |
| 2015-08-01 | 240.36066854439100 |
| 2015-09-01 | 241.23985391542900 |
| 2015-10-01 | 242.01978766142898 |
| 2015-11-01 | 242.81359037091100 |
| 2015-12-01 | 243.49061464146000 |
| 2016-01-01 | 247.65704066723202 |
| 2016-02-01 | 248.38209115011100 |
| 2016-03-01 | 249.55318692193100 |
| 2016-04-01 | 249.53114899987900 |
| 2016-05-01 | 250.67413555839198 |
| 2016-06-01 | 251.66681221496899 |
| 2016-07-01 | 252.62632053732898 |
| 2016-08-01 | 253.10979366641600 |
| 2016-09-01 | 254.26385994651400 |
| 2016-10-01 | 253.95488080809602 |
| 2016-11-01 | 254.03751580313300 |
| 2016-12-01 | 254.42319479486600 |
| 2017-01-01 | 255.09331209100102 |
| 2017-02-01 | 255.74115666323800 |
| 2017-03-01 | 256.61872902730596 |
| 2017-04-01 | 257.01269527438500 |
| 2017-05-01 | 258.02379128151404 |
| 2017-06-01 | 258.61112468159000 |
| 2017-07-01 | 258.52063678265700 |
| 2017-08-01 | 259.22226123600400 |
| 2017-09-01 | 260.18090691123100 |
| 2017-10-01 | 261.79723650363100 |
| 2017-11-01 | 262.82491986268900 |
| 2017-12-01 | 262.60866684871200 |
| 2018-01-01 | 263.00501515490697 |
| 2018-02-01 | 264.08539287024900 |
| 2018-03-01 | 265.61021415305197 |
| 2018-04-01 | 265.91016858465200 |
| 2018-05-01 | 268.58376743526100 |
| 2018-06-01 | 270.40765737200900 |
| 2018-07-01 | 271.47537395543500 |
| 2018-08-01 | 273.24048341641100 |
| 2018-09-01 | 274.03515387851400 |
| 2018-10-01 | 275.16119454801800 |
| 2018-11-01 | 276.91988567988200 |
| 2018-12-01 | 278.14946209417803 |
| 2019-01-01 | 278.50381820447000 |
| 2019-02-01 | 279.81414748943100 |
| 2019-03-01 | 281.21987468260100 |
| 2019-04-01 | 282.64254895858100 |
| 2019-05-01 | 284.07502933208900 |
| 2019-06-01 | 286.00627109110200 |
| 2019-07-01 | 288.05926255880800 |
| 2019-08-01 | 289.99182635768300 |
| 2019-09-01 | 291.02460361177800 |
| 2019-10-01 | 293.44840335933900 |
| 2019-11-01 | 294.75562407009800 |
| 2019-12-01 | 294.76492646228803 |
| 2020-01-01 | 298.02107739076200 |
| 2020-02-01 | 299.29324503813800 |
| 2020-03-01 | 299.46229898367800 |
| 2020-04-01 | 288.25743798320497 |
| 2020-05-01 | 289.09957508956500 |
| 2020-06-01 | 289.10695808015400 |
| 2020-07-01 | 289.66981092542403 |
| 2020-08-01 | 290.27352433505297 |
| 2020-09-01 | 292.21729847558300 |
| 2020-10-01 | 292.56239926513300 |
| 2020-11-01 | 294.55399512844900 |
| 2020-12-01 | 297.24478510601000 |
| 2021-01-01 | 300.52263891572600 |
| 2021-02-01 | 302.73917999928600 |
| 2021-03-01 | 306.59990135376300 |
| 2021-04-01 | 310.55990965061795 |
| 2021-05-01 | 313.79979335559000 |
| 2021-06-01 | 317.62732167792800 |
| 2021-07-01 | 321.40577858525400 |
| 2021-08-01 | 324.47624314313700 |
| 2021-09-01 | 328.99039242071100 |
| 2021-10-01 | 333.52152040339500 |
| 2021-11-01 | 337.11363871938900 |
| 2021-12-01 | 340.41983561513900 |
| 2022-01-01 | 343.07314069004700 |
| 2022-02-01 | 347.49524693677000 |
| 2022-03-01 | 351.36966063955595 |
| 2022-04-01 | 356.85483595447600 |
| 2022-05-01 | 361.02406104949500 |
| 2022-06-01 | 362.84522474846100 |
| 2022-07-01 | 371.10571257829497 |
| 2022-08-01 | 374.69715710196800 |
| 2022-09-01 | 376.12356100342600 |
| 2022-10-01 | 379.64318084387200 |
| 2022-11-01 | 380.67975693209700 |
| 2022-12-01 | 378.66155237752196 |
| 2023-01-01 | 385.19652405954300 |
| 2023-02-01 | 385.88641792085195 |
| 2023-03-01 | 386.41915678751900 |
| 2023-04-01 | 387.61479976595706 |
| 2023-05-01 | 389.09531955020500 |
| 2023-06-01 | 387.90941360002500 |
| 2023-07-01 | 388.38428518066706 |
| 2023-08-01 | 388.87884402838300 |
| 2023-09-01 | 387.86613572810404 |
| 2023-10-01 | 387.26418005512100 |
| 2023-11-01 | 388.37189728629403 |
| 2023-12-01 | 387.19908153790600 |
| 2024-01-01 | 383.88731207449900 |
| 2024-02-01 | 386.95413945448800 |
| 2024-03-01 | 385.73288928874200 |
| 2024-04-01 | 382.81372630488700 |
| 2024-05-01 | 383.27690418998900 |
| 2024-06-01 | 387.15655005319300 |
| 2024-07-01 | 381.46734791713095 |
| 2024-08-01 | 384.67109719975600 |
| 2024-09-01 | 390.11577862066200 |
| 2024-10-01 | 388.27883743076400 |
