Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Dallas-Plano-Irving, TX (MD)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Dallas-Plano-Irving, TX (MD) |
|---|---|
| Series ID | SMU48191246054000001SA |
| 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 2024-09-01 |
| Last Updated | 2024-10-23 6:06 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 | 68.52586118451820 |
| 1990-02-01 | 69.16078690103011 |
| 1990-03-01 | 69.14468832341760 |
| 1990-04-01 | 69.65904562165610 |
| 1990-05-01 | 69.76248840759740 |
| 1990-06-01 | 70.63607909357790 |
| 1990-07-01 | 70.93137307299871 |
| 1990-08-01 | 71.40139173139441 |
| 1990-09-01 | 71.50423513147640 |
| 1990-10-01 | 71.46954479234480 |
| 1990-11-01 | 71.72132116885890 |
| 1990-12-01 | 71.68312840093121 |
| 1991-01-01 | 70.32065711628220 |
| 1991-02-01 | 70.68675631035200 |
| 1991-03-01 | 70.77948370625201 |
| 1991-04-01 | 70.12347502146360 |
| 1991-05-01 | 70.42716977328641 |
| 1991-06-01 | 70.94267359015630 |
| 1991-07-01 | 70.96109062583808 |
| 1991-08-01 | 71.19232787272770 |
| 1991-09-01 | 70.86932851508679 |
| 1991-10-01 | 70.97195155991980 |
| 1991-11-01 | 70.91960732304140 |
| 1991-12-01 | 70.99579980891210 |
| 1992-01-01 | 71.49960453222309 |
| 1992-02-01 | 71.84560328629550 |
| 1992-03-01 | 72.01036589337670 |
| 1992-04-01 | 71.98245097139409 |
| 1992-05-01 | 71.77170256423330 |
| 1992-06-01 | 71.34868022447190 |
| 1992-07-01 | 71.72662791231309 |
| 1992-08-01 | 71.16820240477541 |
| 1992-09-01 | 71.15066376375570 |
| 1992-10-01 | 72.96353873203759 |
| 1992-11-01 | 72.68212913115809 |
| 1992-12-01 | 72.58113539813980 |
| 1993-01-01 | 74.01818970744240 |
| 1993-02-01 | 74.50065767650800 |
| 1993-03-01 | 74.13700061375570 |
| 1993-04-01 | 75.83783817547880 |
| 1993-05-01 | 76.52494795779930 |
| 1993-06-01 | 76.42998864156600 |
| 1993-07-01 | 76.81493169159950 |
| 1993-08-01 | 77.18609291134020 |
| 1993-09-01 | 78.61511796405540 |
| 1993-10-01 | 78.45538810335759 |
| 1993-11-01 | 78.19373077228270 |
| 1993-12-01 | 78.39116026284330 |
| 1994-01-01 | 78.56341020320730 |
| 1994-02-01 | 78.37451369726850 |
| 1994-03-01 | 78.45705255492230 |
| 1994-04-01 | 79.84596465917599 |
| 1994-05-01 | 79.99012488060510 |
| 1994-06-01 | 80.57483076315130 |
| 1994-07-01 | 83.23916477558880 |
| 1994-08-01 | 83.67054180534709 |
| 1994-09-01 | 83.92993151696150 |
| 1994-10-01 | 83.54371186732500 |
| 1994-11-01 | 83.91741657567180 |
| 1994-12-01 | 83.93583494615109 |
| 1995-01-01 | 84.87609445139580 |
| 1995-02-01 | 86.64575839134069 |
| 1995-03-01 | 85.88201573163050 |
| 1995-04-01 | 85.29048130585991 |
| 1995-05-01 | 86.22023608845909 |
| 1995-06-01 | 86.98730115602041 |
| 1995-07-01 | 87.29588841104070 |
| 1995-08-01 | 88.59173441719601 |
| 1995-09-01 | 88.91306087073160 |
| 1995-10-01 | 89.97069231951460 |
| 1995-11-01 | 91.36926079588909 |
| 1995-12-01 | 91.96252627739700 |
| 1996-01-01 | 92.17796079282550 |
| 1996-02-01 | 93.51531555469151 |
| 1996-03-01 | 94.49035853420830 |
| 1996-04-01 | 97.13340663068710 |
| 1996-05-01 | 98.13334682288959 |
| 1996-06-01 | 98.48838856577320 |
| 1996-07-01 | 98.32435212544870 |
| 1996-08-01 | 98.75398288138840 |
| 1996-09-01 | 99.72994279898649 |
| 1996-10-01 | 101.58662683628900 |
| 1996-11-01 | 102.87980027232700 |
| 1996-12-01 | 103.95753713331200 |
| 1997-01-01 | 104.74068260408200 |
| 1997-02-01 | 105.15735851871600 |
| 1997-03-01 | 106.39119276455999 |
| 1997-04-01 | 107.99162263644600 |
| 1997-05-01 | 109.46156720287300 |
| 1997-06-01 | 111.21853493616200 |
| 1997-07-01 | 109.63642057884199 |
| 1997-08-01 | 110.92234513046199 |
| 1997-09-01 | 112.55210018586800 |
| 1997-10-01 | 112.92401104627399 |
| 1997-11-01 | 113.59522019138700 |
| 1997-12-01 | 114.86182246560499 |
| 1998-01-01 | 114.68403762316000 |
| 1998-02-01 | 115.84272971867300 |
| 1998-03-01 | 116.80209147983700 |
| 1998-04-01 | 117.08622829719201 |
| 1998-05-01 | 118.17770916110800 |
| 1998-06-01 | 118.91881833473700 |
| 1998-07-01 | 120.03480198307301 |
| 1998-08-01 | 120.60043123617900 |
| 1998-09-01 | 122.02576674265700 |
| 1998-10-01 | 121.18653053279400 |
| 1998-11-01 | 121.40025477665400 |
| 1998-12-01 | 122.86891538143000 |
| 1999-01-01 | 125.34916677149000 |
| 1999-02-01 | 126.25206907318100 |
| 1999-03-01 | 127.28215148719600 |
| 1999-04-01 | 125.23532341526699 |
| 1999-05-01 | 125.35707711674101 |
| 1999-06-01 | 125.98079415539301 |
| 1999-07-01 | 127.81725165244100 |
| 1999-08-01 | 128.35343291697100 |
| 1999-09-01 | 129.12007420383100 |
| 1999-10-01 | 130.30832398374600 |
| 1999-11-01 | 130.60357853610500 |
| 1999-12-01 | 131.50741164792000 |
| 2000-01-01 | 131.00394329334400 |
| 2000-02-01 | 131.55749334148900 |
| 2000-03-01 | 132.12647302721700 |
| 2000-04-01 | 133.27213302877700 |
| 2000-05-01 | 134.82828173666900 |
| 2000-06-01 | 137.70866609378700 |
| 2000-07-01 | 138.23688717335600 |
| 2000-08-01 | 139.39737074495500 |
| 2000-09-01 | 140.48149190620500 |
| 2000-10-01 | 140.93007300412202 |
| 2000-11-01 | 141.39990797398500 |
| 2000-12-01 | 141.84131650068000 |
| 2001-01-01 | 142.24641196779498 |
| 2001-02-01 | 142.80120155956100 |
| 2001-03-01 | 142.70046168607598 |
| 2001-04-01 | 141.61314489936100 |
| 2001-05-01 | 140.66232078298200 |
| 2001-06-01 | 139.80971681971700 |
| 2001-07-01 | 137.92120472315702 |
| 2001-08-01 | 136.78382540921800 |
| 2001-09-01 | 135.32039255344400 |
| 2001-10-01 | 133.77035941605200 |
| 2001-11-01 | 132.76808450342600 |
| 2001-12-01 | 131.43237288630100 |
| 2002-01-01 | 131.29730851102300 |
| 2002-02-01 | 130.12585574638598 |
| 2002-03-01 | 129.35607826485100 |
| 2002-04-01 | 127.38164957976801 |
| 2002-05-01 | 127.63629993050900 |
| 2002-06-01 | 126.92593359988301 |
| 2002-07-01 | 126.76175483939801 |
| 2002-08-01 | 126.06431794993000 |
| 2002-09-01 | 126.23347415392999 |
| 2002-10-01 | 125.32134545992201 |
| 2002-11-01 | 124.93693920770900 |
| 2002-12-01 | 124.33852546863001 |
| 2003-01-01 | 124.48152648989600 |
| 2003-02-01 | 123.94374390173300 |
| 2003-03-01 | 123.41389622848301 |
| 2003-04-01 | 123.99421672007700 |
| 2003-05-01 | 124.00500757359700 |
| 2003-06-01 | 123.64702373865101 |
| 2003-07-01 | 122.95896497098600 |
| 2003-08-01 | 123.57386685683300 |
| 2003-09-01 | 123.43051715467300 |
| 2003-10-01 | 124.34021251265301 |
| 2003-11-01 | 125.05609521452499 |
| 2003-12-01 | 125.84251120316500 |
| 2004-01-01 | 126.16448602553899 |
| 2004-02-01 | 126.66672971674299 |
| 2004-03-01 | 127.23582333483200 |
| 2004-04-01 | 127.70196465291599 |
| 2004-05-01 | 127.84061501156499 |
| 2004-06-01 | 128.17072063339200 |
| 2004-07-01 | 128.97429327062702 |
| 2004-08-01 | 129.07990384006700 |
| 2004-09-01 | 128.48419279282200 |
| 2004-10-01 | 130.41790249146900 |
| 2004-11-01 | 130.73053389944900 |
| 2004-12-01 | 131.34375343154300 |
| 2005-01-01 | 133.06432231578100 |
| 2005-02-01 | 133.34610710657302 |
| 2005-03-01 | 133.68529252559600 |
| 2005-04-01 | 134.61307550214600 |
| 2005-05-01 | 134.60480751428800 |
| 2005-06-01 | 135.36212545631000 |
| 2005-07-01 | 136.11597480442700 |
| 2005-08-01 | 135.79642496924498 |
| 2005-09-01 | 136.57126300318500 |
| 2005-10-01 | 138.79176609826700 |
| 2005-11-01 | 140.23045642005000 |
| 2005-12-01 | 140.16263013788900 |
| 2006-01-01 | 138.73002858776502 |
| 2006-02-01 | 139.23803051956300 |
| 2006-03-01 | 140.77156858498200 |
| 2006-04-01 | 140.79700083191202 |
| 2006-05-01 | 141.73842500123300 |
| 2006-06-01 | 142.76358450104400 |
| 2006-07-01 | 143.43435010016500 |
| 2006-08-01 | 144.77665200160400 |
| 2006-09-01 | 145.41088634205100 |
| 2006-10-01 | 145.79836018494600 |
| 2006-11-01 | 147.08127892221500 |
| 2006-12-01 | 147.85034476707000 |
| 2007-01-01 | 148.00830762184400 |
| 2007-02-01 | 149.55934491586400 |
| 2007-03-01 | 149.92070021438700 |
| 2007-04-01 | 150.91810581883100 |
| 2007-05-01 | 152.03891830420200 |
| 2007-06-01 | 152.92623472707000 |
| 2007-07-01 | 153.91017378829000 |
| 2007-08-01 | 155.06208063428699 |
| 2007-09-01 | 155.37552965661200 |
| 2007-10-01 | 156.17412249520600 |
| 2007-11-01 | 157.18436341856800 |
| 2007-12-01 | 157.90713151024400 |
| 2008-01-01 | 159.38247524319098 |
| 2008-02-01 | 160.16780924820900 |
| 2008-03-01 | 159.78050131954800 |
| 2008-04-01 | 161.08353446924900 |
| 2008-05-01 | 161.35601674647700 |
| 2008-06-01 | 161.14199483884198 |
| 2008-07-01 | 161.13909678747999 |
| 2008-08-01 | 160.67831137225600 |
| 2008-09-01 | 160.09814757535600 |
| 2008-10-01 | 159.71279324471000 |
| 2008-11-01 | 158.28793770339800 |
| 2008-12-01 | 157.68071016931300 |
| 2009-01-01 | 156.74753908724801 |
| 2009-02-01 | 155.35702360033000 |
| 2009-03-01 | 154.30006933979098 |
| 2009-04-01 | 153.39109324302900 |
| 2009-05-01 | 152.89690798648800 |
| 2009-06-01 | 152.54761726267600 |
| 2009-07-01 | 151.80367107555400 |
| 2009-08-01 | 151.32773597765200 |
| 2009-09-01 | 151.82956038871200 |
| 2009-10-01 | 151.95439522358700 |
| 2009-11-01 | 153.05365937817700 |
| 2009-12-01 | 152.89362349535200 |
| 2010-01-01 | 152.78657609022102 |
| 2010-02-01 | 153.22327856536302 |
| 2010-03-01 | 153.62199858449300 |
| 2010-04-01 | 153.90284712316000 |
| 2010-05-01 | 154.32613542128598 |
| 2010-06-01 | 154.78488356185198 |
| 2010-07-01 | 155.30881433345300 |
| 2010-08-01 | 155.70929485844100 |
| 2010-09-01 | 156.33729790937700 |
| 2010-10-01 | 156.44268215544400 |
| 2010-11-01 | 157.03840354842200 |
| 2010-12-01 | 157.56051739651500 |
| 2011-01-01 | 158.02026164688200 |
| 2011-02-01 | 158.57045735202800 |
| 2011-03-01 | 159.41964770350200 |
| 2011-04-01 | 160.47833277993600 |
| 2011-05-01 | 160.08596380400300 |
| 2011-06-01 | 160.32701829898600 |
| 2011-07-01 | 161.33339111200100 |
| 2011-08-01 | 161.54371464550502 |
| 2011-09-01 | 162.70090911003900 |
| 2011-10-01 | 162.41632751904900 |
| 2011-11-01 | 163.30537571533600 |
| 2011-12-01 | 164.47222942396900 |
| 2012-01-01 | 164.45738235509200 |
| 2012-02-01 | 166.45428713051300 |
| 2012-03-01 | 167.44121785069598 |
| 2012-04-01 | 168.32289076283000 |
| 2012-05-01 | 169.39506878361500 |
| 2012-06-01 | 169.99482374493200 |
| 2012-07-01 | 170.52146459185101 |
| 2012-08-01 | 171.75373557623400 |
| 2012-09-01 | 171.43426307754999 |
| 2012-10-01 | 172.46590139071800 |
| 2012-11-01 | 172.86245286185600 |
| 2012-12-01 | 172.85128239619500 |
| 2013-01-01 | 172.55676213030000 |
| 2013-02-01 | 172.47050606993300 |
| 2013-03-01 | 172.67059865298400 |
| 2013-04-01 | 174.28928374575800 |
| 2013-05-01 | 173.79376925453700 |
| 2013-06-01 | 174.67073340345700 |
| 2013-07-01 | 174.49651709482400 |
| 2013-08-01 | 175.16851561798000 |
| 2013-09-01 | 175.72864927088100 |
| 2013-10-01 | 176.95936698156500 |
| 2013-11-01 | 177.96263060077203 |
| 2013-12-01 | 178.34750959802398 |
| 2014-01-01 | 179.92946273027500 |
| 2014-02-01 | 180.74972189719398 |
| 2014-03-01 | 182.14436839750599 |
| 2014-04-01 | 183.19275777531100 |
| 2014-05-01 | 184.35728319820800 |
| 2014-06-01 | 185.27640811790698 |
| 2014-07-01 | 186.26445906592602 |
| 2014-08-01 | 187.71148221665902 |
| 2014-09-01 | 188.81277319519800 |
| 2014-10-01 | 189.76233748283500 |
| 2014-11-01 | 190.65232497322600 |
| 2014-12-01 | 191.78655699922902 |
| 2015-01-01 | 194.60746606195200 |
| 2015-02-01 | 195.49906606343600 |
| 2015-03-01 | 196.46240831387001 |
| 2015-04-01 | 197.74215430879200 |
| 2015-05-01 | 198.35332507475900 |
| 2015-06-01 | 199.54762352771900 |
| 2015-07-01 | 201.13602829117298 |
| 2015-08-01 | 201.84882472619302 |
| 2015-09-01 | 202.66902577279400 |
| 2015-10-01 | 203.51480543595900 |
| 2015-11-01 | 203.98085337438600 |
| 2015-12-01 | 204.72731842346800 |
| 2016-01-01 | 208.80944809339297 |
| 2016-02-01 | 209.10688695675100 |
| 2016-03-01 | 210.16645063470799 |
| 2016-04-01 | 210.59068195112200 |
| 2016-05-01 | 211.46730735138198 |
| 2016-06-01 | 212.48026971751202 |
| 2016-07-01 | 213.57806359710100 |
| 2016-08-01 | 213.98136767854598 |
| 2016-09-01 | 215.15375314845500 |
| 2016-10-01 | 215.01845262352200 |
| 2016-11-01 | 214.83939246441003 |
| 2016-12-01 | 215.29404492627498 |
| 2017-01-01 | 216.02005536816600 |
| 2017-02-01 | 216.38646015458800 |
| 2017-03-01 | 216.86164862963700 |
| 2017-04-01 | 217.03345810330100 |
| 2017-05-01 | 218.11649671923198 |
| 2017-06-01 | 218.55063966821600 |
| 2017-07-01 | 218.44991603439900 |
| 2017-08-01 | 219.08273191772300 |
| 2017-09-01 | 219.75574651985400 |
| 2017-10-01 | 221.04575940657600 |
| 2017-11-01 | 221.89201810136800 |
| 2017-12-01 | 221.75692695696400 |
| 2018-01-01 | 222.41966557935300 |
| 2018-02-01 | 223.35665787613700 |
| 2018-03-01 | 224.45977258658502 |
| 2018-04-01 | 224.63609102425300 |
| 2018-05-01 | 226.77551630030300 |
| 2018-06-01 | 228.16606186911600 |
| 2018-07-01 | 228.88404377323602 |
| 2018-08-01 | 230.06581800979000 |
| 2018-09-01 | 230.97576798840100 |
| 2018-10-01 | 231.59728242835200 |
| 2018-11-01 | 232.84518294397898 |
| 2018-12-01 | 233.77561022558400 |
| 2019-01-01 | 234.02249362029100 |
| 2019-02-01 | 234.74123582537499 |
| 2019-03-01 | 235.97089557562100 |
| 2019-04-01 | 237.08374305905500 |
| 2019-05-01 | 238.16675614156102 |
| 2019-06-01 | 239.67937436005403 |
| 2019-07-01 | 241.05613486263098 |
| 2019-08-01 | 242.56637834474603 |
| 2019-09-01 | 243.51172943083100 |
| 2019-10-01 | 245.65792897091998 |
| 2019-11-01 | 246.53136865888100 |
| 2019-12-01 | 246.53115060007198 |
| 2020-01-01 | 249.37989776100702 |
| 2020-02-01 | 250.47935368459100 |
| 2020-03-01 | 250.62238535079200 |
| 2020-04-01 | 241.53389270704102 |
| 2020-05-01 | 241.83348192362900 |
| 2020-06-01 | 241.62529518577900 |
| 2020-07-01 | 241.96171282912400 |
| 2020-08-01 | 242.47927321329900 |
| 2020-09-01 | 244.52381787032200 |
| 2020-10-01 | 243.62783078091700 |
| 2020-11-01 | 245.23448036730900 |
| 2020-12-01 | 247.39507676423600 |
| 2021-01-01 | 249.89093262589802 |
| 2021-02-01 | 251.69124011692700 |
| 2021-03-01 | 254.76379801489298 |
| 2021-04-01 | 257.59532652126100 |
| 2021-05-01 | 260.35737725004700 |
| 2021-06-01 | 263.69492097848600 |
| 2021-07-01 | 266.89905495275800 |
| 2021-08-01 | 269.28180737306100 |
| 2021-09-01 | 273.47564126662604 |
| 2021-10-01 | 276.94606533754103 |
| 2021-11-01 | 279.63181563626800 |
| 2021-12-01 | 281.87886959882803 |
| 2022-01-01 | 284.04994934044500 |
| 2022-02-01 | 287.21308353444600 |
| 2022-03-01 | 290.49951323650300 |
| 2022-04-01 | 296.40378549568400 |
| 2022-05-01 | 300.00820775929300 |
| 2022-06-01 | 301.78884195852100 |
| 2022-07-01 | 308.90523749468200 |
| 2022-08-01 | 312.11868142778303 |
| 2022-09-01 | 313.33044313135200 |
| 2022-10-01 | 316.89643465430900 |
| 2022-11-01 | 318.00255879410900 |
| 2022-12-01 | 315.71263446777100 |
| 2023-01-01 | 322.88801772112800 |
| 2023-02-01 | 323.55049551631197 |
| 2023-03-01 | 323.78672881003700 |
| 2023-04-01 | 324.99446549449700 |
| 2023-05-01 | 325.82691261131800 |
| 2023-06-01 | 324.24378548917196 |
| 2023-07-01 | 324.55153300311400 |
| 2023-08-01 | 324.93349148507900 |
| 2023-09-01 | 324.02572406731600 |
| 2023-10-01 | 322.69915453607700 |
| 2023-11-01 | 323.93381076398200 |
| 2023-12-01 | 322.77159188884900 |
| 2024-01-01 | 320.55398440663000 |
| 2024-02-01 | 322.11668834402000 |
| 2024-03-01 | 320.92738852638803 |
| 2024-04-01 | 318.01260879697600 |
| 2024-05-01 | 318.43147941623500 |
| 2024-06-01 | 322.42679574664600 |
| 2024-07-01 | 317.18537866319997 |
| 2024-08-01 | 319.59737106445100 |
| 2024-09-01 | 326.81433836049500 |
