Table Data - All Employees: Professional and Business Services: Employment Services in Dallas-Fort Worth-Arlington, TX (MSA)
| Title | All Employees: Professional and Business Services: Employment Services in Dallas-Fort Worth-Arlington, TX (MSA) |
|---|---|
| Series ID | SMU48191006056130001SA |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 6:42 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 | 36.754735213346200 |
| 1990-02-01 | 37.305800216561710 |
| 1990-03-01 | 37.320024418812000 |
| 1990-04-01 | 36.372322564487300 |
| 1990-05-01 | 36.203702933983000 |
| 1990-06-01 | 37.454897564011205 |
| 1990-07-01 | 38.712585311106200 |
| 1990-08-01 | 40.568385175898500 |
| 1990-09-01 | 41.681244436555000 |
| 1990-10-01 | 41.538215979208104 |
| 1990-11-01 | 43.388422280086200 |
| 1990-12-01 | 44.892422487594300 |
| 1991-01-01 | 40.952223391048605 |
| 1991-02-01 | 40.255803726301000 |
| 1991-03-01 | 40.851652013901000 |
| 1991-04-01 | 40.463578485572400 |
| 1991-05-01 | 40.768257506032100 |
| 1991-06-01 | 40.426383917423000 |
| 1991-07-01 | 40.624143711822290 |
| 1991-08-01 | 40.997100412341396 |
| 1991-09-01 | 40.876744284662200 |
| 1991-10-01 | 41.298580746080900 |
| 1991-11-01 | 41.127445867726400 |
| 1991-12-01 | 41.056165681003100 |
| 1992-01-01 | 41.506913228521704 |
| 1992-02-01 | 42.090731932083600 |
| 1992-03-01 | 42.235034654682700 |
| 1992-04-01 | 43.390515609177704 |
| 1992-05-01 | 44.620688357125104 |
| 1992-06-01 | 45.214562907247500 |
| 1992-07-01 | 45.474376595715704 |
| 1992-08-01 | 45.102032301931200 |
| 1992-09-01 | 46.486054598996105 |
| 1992-10-01 | 47.742728796786600 |
| 1992-11-01 | 47.930342833506400 |
| 1992-12-01 | 48.050264025611400 |
| 1993-01-01 | 47.661464691424210 |
| 1993-02-01 | 48.635472590690796 |
| 1993-03-01 | 47.874281112533500 |
| 1993-04-01 | 50.274000785429000 |
| 1993-05-01 | 50.673087997272100 |
| 1993-06-01 | 51.587064651446894 |
| 1993-07-01 | 53.010621142009000 |
| 1993-08-01 | 53.587299648451000 |
| 1993-09-01 | 53.979467979691000 |
| 1993-10-01 | 54.567031549726295 |
| 1993-11-01 | 55.268996433536500 |
| 1993-12-01 | 56.106240564456100 |
| 1994-01-01 | 57.557358391171796 |
| 1994-02-01 | 56.567824538420000 |
| 1994-03-01 | 57.478042296909100 |
| 1994-04-01 | 60.248914418566900 |
| 1994-05-01 | 58.516485886910900 |
| 1994-06-01 | 59.064324848443896 |
| 1994-07-01 | 63.133694195348300 |
| 1994-08-01 | 63.092688597383700 |
| 1994-09-01 | 64.089665076785100 |
| 1994-10-01 | 60.425936825699610 |
| 1994-11-01 | 61.272743727571900 |
| 1994-12-01 | 61.792742550216700 |
| 1995-01-01 | 61.229380238661500 |
| 1995-02-01 | 61.410773511458300 |
| 1995-03-01 | 62.088636175275300 |
| 1995-04-01 | 61.996933187686700 |
| 1995-05-01 | 62.263381859267100 |
| 1995-06-01 | 62.728429762200700 |
| 1995-07-01 | 61.267841460809095 |
| 1995-08-01 | 61.808004856429800 |
| 1995-09-01 | 62.556834989997995 |
| 1995-10-01 | 63.582345807436400 |
| 1995-11-01 | 64.639113650981500 |
| 1995-12-01 | 65.395485002908700 |
| 1996-01-01 | 64.710304898195600 |
| 1996-02-01 | 65.963843092928600 |
| 1996-03-01 | 65.377823559548800 |
| 1996-04-01 | 65.352602314649700 |
| 1996-05-01 | 66.027043843551600 |
| 1996-06-01 | 65.246375107733900 |
| 1996-07-01 | 67.134491034072400 |
| 1996-08-01 | 67.970597444232300 |
| 1996-09-01 | 68.852670072615610 |
| 1996-10-01 | 69.382652932026300 |
| 1996-11-01 | 70.406719253915200 |
| 1996-12-01 | 70.066425801911210 |
| 1997-01-01 | 73.595973694116200 |
| 1997-02-01 | 74.131478431798000 |
| 1997-03-01 | 75.659645575759000 |
| 1997-04-01 | 75.856102711511400 |
| 1997-05-01 | 76.458829613626500 |
| 1997-06-01 | 76.147633918787010 |
| 1997-07-01 | 76.121984538995290 |
| 1997-08-01 | 76.816693363306300 |
| 1997-09-01 | 77.393329032052790 |
| 1997-10-01 | 79.184008321802710 |
| 1997-11-01 | 80.145580641005500 |
| 1997-12-01 | 81.255929035382210 |
| 1998-01-01 | 84.714347294828090 |
| 1998-02-01 | 83.762091083432410 |
| 1998-03-01 | 83.815330706531800 |
| 1998-04-01 | 84.156647652443200 |
| 1998-05-01 | 84.152256680267910 |
| 1998-06-01 | 85.697644474614300 |
| 1998-07-01 | 86.587840445174690 |
| 1998-08-01 | 86.289493036828700 |
| 1998-09-01 | 84.679614649979710 |
| 1998-10-01 | 88.845658522547000 |
| 1998-11-01 | 89.026724909345590 |
| 1998-12-01 | 89.882453226543790 |
| 1999-01-01 | 89.242348589281590 |
| 1999-02-01 | 90.337781567543790 |
| 1999-03-01 | 91.478005904179310 |
| 1999-04-01 | 93.088825589594800 |
| 1999-05-01 | 91.885554141724200 |
| 1999-06-01 | 93.782222829940500 |
| 1999-07-01 | 93.685419653633290 |
| 1999-08-01 | 93.920095997346800 |
| 1999-09-01 | 91.957378664180300 |
| 1999-10-01 | 95.474014841983300 |
| 1999-11-01 | 96.562124005955010 |
| 1999-12-01 | 97.607467405021400 |
| 2000-01-01 | 103.728209366599000 |
| 2000-02-01 | 103.013981780252990 |
| 2000-03-01 | 103.656825522108010 |
| 2000-04-01 | 104.071941019778010 |
| 2000-05-01 | 104.623081135317990 |
| 2000-06-01 | 105.832219136764000 |
| 2000-07-01 | 104.196308804669000 |
| 2000-08-01 | 104.499986265463010 |
| 2000-09-01 | 104.678587803672000 |
| 2000-10-01 | 103.577941225952000 |
| 2000-11-01 | 103.322261127777990 |
| 2000-12-01 | 101.985358697399010 |
| 2001-01-01 | 101.395857973758000 |
| 2001-02-01 | 99.010356243282590 |
| 2001-03-01 | 97.292617326447600 |
| 2001-04-01 | 93.955105654468400 |
| 2001-05-01 | 92.569963855145090 |
| 2001-06-01 | 90.071037486743210 |
| 2001-07-01 | 89.324951823157110 |
| 2001-08-01 | 89.055300788428100 |
| 2001-09-01 | 86.355698450852200 |
| 2001-10-01 | 81.648560239941400 |
| 2001-11-01 | 81.077448093291600 |
| 2001-12-01 | 81.179999505184500 |
| 2002-01-01 | 79.681452312137100 |
| 2002-02-01 | 78.649514384878600 |
| 2002-03-01 | 78.789994721312000 |
| 2002-04-01 | 80.120275325955490 |
| 2002-05-01 | 81.377827868220590 |
| 2002-06-01 | 81.410833028741590 |
| 2002-07-01 | 81.429091085243200 |
| 2002-08-01 | 83.277021922467300 |
| 2002-09-01 | 81.897161961765100 |
| 2002-10-01 | 82.095844788107200 |
| 2002-11-01 | 82.286359116674920 |
| 2002-12-01 | 80.910840696568910 |
| 2003-01-01 | 80.119276492348590 |
| 2003-02-01 | 79.919994624736200 |
| 2003-03-01 | 80.324651225991790 |
| 2003-04-01 | 80.705525567008300 |
| 2003-05-01 | 81.323046763886990 |
| 2003-06-01 | 82.229823395391590 |
| 2003-07-01 | 83.329328258598600 |
| 2003-08-01 | 83.860960368319800 |
| 2003-09-01 | 84.905567961888700 |
| 2003-10-01 | 84.449017827049800 |
| 2003-11-01 | 86.430832379396300 |
| 2003-12-01 | 87.483109785884600 |
| 2004-01-01 | 89.049944988434290 |
| 2004-02-01 | 89.171427993239590 |
| 2004-03-01 | 89.402647390225910 |
| 2004-04-01 | 90.493661047503790 |
| 2004-05-01 | 90.860725712500210 |
| 2004-06-01 | 90.436627206909600 |
| 2004-07-01 | 91.655425534641800 |
| 2004-08-01 | 92.686268741675000 |
| 2004-09-01 | 90.470846675946720 |
| 2004-10-01 | 91.949490280991000 |
| 2004-11-01 | 91.175720336087000 |
| 2004-12-01 | 91.487333300892090 |
| 2005-01-01 | 90.127707551687080 |
| 2005-02-01 | 90.655615272291300 |
| 2005-03-01 | 91.420671028595200 |
| 2005-04-01 | 94.599863743449800 |
| 2005-05-01 | 93.497928239985500 |
| 2005-06-01 | 94.011638578110790 |
| 2005-07-01 | 95.495307514730700 |
| 2005-08-01 | 96.204084846866700 |
| 2005-09-01 | 97.963890186791400 |
| 2005-10-01 | 100.093116820162000 |
| 2005-11-01 | 100.365807575201000 |
| 2005-12-01 | 101.205110504319000 |
| 2006-01-01 | 103.085937174860990 |
| 2006-02-01 | 104.008258726053010 |
| 2006-03-01 | 104.038964682129000 |
| 2006-04-01 | 106.160885724696000 |
| 2006-05-01 | 105.339084905765990 |
| 2006-06-01 | 105.455950478067000 |
| 2006-07-01 | 102.339447414757000 |
| 2006-08-01 | 103.911024379524990 |
| 2006-09-01 | 104.658733560772000 |
| 2006-10-01 | 104.564453003893000 |
| 2006-11-01 | 105.909932063584010 |
| 2006-12-01 | 106.182369899053000 |
| 2007-01-01 | 107.302770819807000 |
| 2007-02-01 | 108.506895668431000 |
| 2007-03-01 | 109.292321384832010 |
| 2007-04-01 | 106.962925024752010 |
| 2007-05-01 | 106.364134132372000 |
| 2007-06-01 | 106.013731304682010 |
| 2007-07-01 | 102.344572596776000 |
| 2007-08-01 | 103.546363897045000 |
| 2007-09-01 | 104.495356473211000 |
| 2007-10-01 | 104.877513908612000 |
| 2007-11-01 | 104.993217867826000 |
| 2007-12-01 | 106.529763617847010 |
| 2008-01-01 | 105.854273205865000 |
| 2008-02-01 | 105.161053766038000 |
| 2008-03-01 | 105.623282280079990 |
| 2008-04-01 | 102.284342810658000 |
| 2008-05-01 | 102.830944865702000 |
| 2008-06-01 | 102.708534121161010 |
| 2008-07-01 | 100.801815499100000 |
| 2008-08-01 | 100.825072395505000 |
| 2008-09-01 | 98.341187737071590 |
| 2008-10-01 | 94.997894973759400 |
| 2008-11-01 | 92.749320317980700 |
| 2008-12-01 | 90.300927237386490 |
| 2009-01-01 | 84.630744367895800 |
| 2009-02-01 | 81.352470032133410 |
| 2009-03-01 | 78.801417684871710 |
| 2009-04-01 | 74.962685796732000 |
| 2009-05-01 | 76.269237177069800 |
| 2009-06-01 | 75.511415565404000 |
| 2009-07-01 | 76.906088235891500 |
| 2009-08-01 | 76.200413972702900 |
| 2009-09-01 | 74.566955700912400 |
| 2009-10-01 | 76.936276800978200 |
| 2009-11-01 | 77.421480959596210 |
| 2009-12-01 | 77.819111231425510 |
| 2010-01-01 | 79.001883854641100 |
| 2010-02-01 | 80.109841284738510 |
| 2010-03-01 | 81.190209863310000 |
| 2010-04-01 | 82.506174266354100 |
| 2010-05-01 | 83.259181076428090 |
| 2010-06-01 | 84.035737316421000 |
| 2010-07-01 | 85.863667090959910 |
| 2010-08-01 | 86.999087340539700 |
| 2010-09-01 | 88.506498890065000 |
| 2010-10-01 | 90.009459372530500 |
| 2010-11-01 | 90.044790469321500 |
| 2010-12-01 | 91.457172925307790 |
| 2011-01-01 | 91.682267294694280 |
| 2011-02-01 | 92.464135522178210 |
| 2011-03-01 | 93.261661479181400 |
| 2011-04-01 | 93.715630045043300 |
| 2011-05-01 | 94.130173219570790 |
| 2011-06-01 | 94.468699024449010 |
| 2011-07-01 | 95.021424809507600 |
| 2011-08-01 | 94.924114090056300 |
| 2011-09-01 | 95.442747912367800 |
| 2011-10-01 | 94.179337763565900 |
| 2011-11-01 | 94.848579863773500 |
| 2011-12-01 | 94.678162292111800 |
| 2012-01-01 | 98.128869079667000 |
| 2012-02-01 | 99.004608481170100 |
| 2012-03-01 | 100.622024313219000 |
| 2012-04-01 | 101.927455186334000 |
| 2012-05-01 | 103.910606011017000 |
| 2012-06-01 | 103.620595391938000 |
| 2012-07-01 | 100.311899840697010 |
| 2012-08-01 | 103.239828965779000 |
| 2012-09-01 | 103.077028519178010 |
| 2012-10-01 | 103.935831872586990 |
| 2012-11-01 | 107.452659591121000 |
| 2012-12-01 | 105.960800141351000 |
| 2013-01-01 | 104.461903544998000 |
| 2013-02-01 | 108.089855620502000 |
| 2013-03-01 | 109.423692266495000 |
| 2013-04-01 | 106.529767717507000 |
| 2013-05-01 | 108.039464613260010 |
| 2013-06-01 | 108.876159111989990 |
| 2013-07-01 | 108.764324255880000 |
| 2013-08-01 | 110.366447512206010 |
| 2013-09-01 | 113.313229529655000 |
| 2013-10-01 | 111.599231223093000 |
| 2013-11-01 | 111.496062883920000 |
| 2013-12-01 | 110.697663657810990 |
| 2014-01-01 | 110.034345161815000 |
| 2014-02-01 | 110.431149685793000 |
| 2014-03-01 | 112.035399477504000 |
| 2014-04-01 | 113.097846364088000 |
| 2014-05-01 | 114.033129121534000 |
| 2014-06-01 | 114.461642170544000 |
| 2014-07-01 | 113.463986656682000 |
| 2014-08-01 | 113.258213053096010 |
| 2014-09-01 | 113.632513401607000 |
| 2014-10-01 | 113.766788794545010 |
| 2014-11-01 | 114.106507691072010 |
| 2014-12-01 | 115.115425901558000 |
| 2015-01-01 | 115.189859008342990 |
| 2015-02-01 | 114.287739173260990 |
| 2015-03-01 | 114.319726002320010 |
| 2015-04-01 | 113.953361082435000 |
| 2015-05-01 | 113.729537822993000 |
| 2015-06-01 | 112.772332366805000 |
| 2015-07-01 | 114.633763250968000 |
| 2015-08-01 | 114.525538525982000 |
| 2015-09-01 | 113.512143045898000 |
| 2015-10-01 | 115.311603587314000 |
| 2015-11-01 | 114.256435740770000 |
| 2015-12-01 | 116.171123066154010 |
| 2016-01-01 | 114.358656614824010 |
| 2016-02-01 | 115.002398060782000 |
| 2016-03-01 | 114.786568716325000 |
| 2016-04-01 | 116.261458151652000 |
| 2016-05-01 | 116.249766317735990 |
| 2016-06-01 | 115.330031880419000 |
| 2016-07-01 | 117.601392799330000 |
| 2016-08-01 | 118.285062635633000 |
| 2016-09-01 | 119.687156667884010 |
| 2016-10-01 | 116.862910231110000 |
| 2016-11-01 | 119.606282608709000 |
| 2016-12-01 | 118.095906012919000 |
| 2017-01-01 | 120.220848374510000 |
| 2017-02-01 | 120.258267007657000 |
| 2017-03-01 | 118.945234976651000 |
| 2017-04-01 | 116.018988790813990 |
| 2017-05-01 | 116.488623715811000 |
| 2017-06-01 | 116.346299345395000 |
| 2017-07-01 | 114.416981374571990 |
| 2017-08-01 | 114.103261600285000 |
| 2017-09-01 | 117.218378141263000 |
| 2017-10-01 | 115.166597509953990 |
| 2017-11-01 | 116.072327235064000 |
| 2017-12-01 | 114.518045051489000 |
| 2018-01-01 | 116.569770948318990 |
| 2018-02-01 | 117.742653127292000 |
| 2018-03-01 | 118.998236540714000 |
| 2018-04-01 | 120.138912140332000 |
| 2018-05-01 | 121.064274838776000 |
| 2018-06-01 | 121.299386163773010 |
| 2018-07-01 | 121.509081801478000 |
| 2018-08-01 | 121.420541956537990 |
| 2018-09-01 | 120.263618664219000 |
| 2018-10-01 | 120.453975961060010 |
| 2018-11-01 | 120.279696712574010 |
| 2018-12-01 | 120.642244958409010 |
| 2019-01-01 | 119.600423899379990 |
| 2019-02-01 | 119.281201422668000 |
| 2019-03-01 | 119.577468729065000 |
| 2019-04-01 | 120.514566804400000 |
| 2019-05-01 | 121.346001911867000 |
| 2019-06-01 | 121.700960460202010 |
| 2019-07-01 | 121.392985474778000 |
| 2019-08-01 | 122.931350186936000 |
| 2019-09-01 | 122.002904000056000 |
| 2019-10-01 | 121.725794097527010 |
| 2019-11-01 | 122.915372575495000 |
| 2019-12-01 | 122.981319200693000 |
| 2020-01-01 | 123.608612080109990 |
| 2020-02-01 | 125.967169939838020 |
| 2020-03-01 | 124.457930452122000 |
| 2020-04-01 | 95.863035464827500 |
| 2020-05-01 | 100.439508771529000 |
| 2020-06-01 | 104.837950669710010 |
| 2020-07-01 | 110.167107926524000 |
| 2020-08-01 | 115.530061643580000 |
| 2020-09-01 | 113.045580201566010 |
| 2020-10-01 | 118.640946681685010 |
| 2020-11-01 | 121.169020466714000 |
| 2020-12-01 | 126.759065677280000 |
| 2021-01-01 | 128.920566650886000 |
| 2021-02-01 | 126.251865066864000 |
| 2021-03-01 | 131.884070927154000 |
| 2021-04-01 | 128.409447611352000 |
| 2021-05-01 | 130.927851627784000 |
| 2021-06-01 | 130.701925070589000 |
| 2021-07-01 | 132.896299235070000 |
| 2021-08-01 | 133.970310085821980 |
| 2021-09-01 | 137.047133873773000 |
| 2021-10-01 | 144.363673979604000 |
| 2021-11-01 | 143.219784899992020 |
| 2021-12-01 | 144.445370776347000 |
| 2022-01-01 | 147.758150525275000 |
| 2022-02-01 | 149.192490619309000 |
| 2022-03-01 | 150.380204477172000 |
| 2022-04-01 | 148.524644401532980 |
| 2022-05-01 | 147.987050023822000 |
| 2022-06-01 | 147.347555098532000 |
| 2022-07-01 | 146.076599280253000 |
| 2022-08-01 | 144.790637884988000 |
| 2022-09-01 | 142.888254422808000 |
| 2022-10-01 | 141.467360656678000 |
| 2022-11-01 | 139.438651485904020 |
| 2022-12-01 | 139.521976177972000 |
| 2023-01-01 | 140.131055527881000 |
| 2023-02-01 | 137.759483826836000 |
| 2023-03-01 | 138.514297605697000 |
| 2023-04-01 | 137.360653068996000 |
| 2023-05-01 | 134.226706844356020 |
| 2023-06-01 | 132.295115057263000 |
| 2023-07-01 | 132.156803739020000 |
| 2023-08-01 | 130.488836510133980 |
| 2023-09-01 | 130.502218251332000 |
| 2023-10-01 | 131.604264704512000 |
| 2023-11-01 | 131.153668221389000 |
| 2023-12-01 | 130.076477276120000 |
| 2024-01-01 | 127.726255373891000 |
| 2024-02-01 | 129.427662208590000 |
| 2024-03-01 | 127.481420541445000 |
| 2024-04-01 | 129.984710935026000 |
| 2024-05-01 | 130.250094927383000 |
| 2024-06-01 | 130.068054663739000 |
| 2024-07-01 | 124.580342099566000 |
| 2024-08-01 | 127.484109305750010 |
| 2024-09-01 | 127.522541764713000 |
| 2024-10-01 | 124.904370203927000 |
| 2024-11-01 | 122.841549826044000 |
