Table Data - All Employees: Professional and Business Services: Employment Services in Dallas-Plano-Irving, TX (MD)
| Title | All Employees: Professional and Business Services: Employment Services in Dallas-Plano-Irving, TX (MD) |
|---|---|
| Series ID | SMU48191246056130001SA |
| 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 5:06 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 | 30.331071140361700 |
| 1990-02-01 | 30.833735892304503 |
| 1990-03-01 | 30.679307171164798 |
| 1990-04-01 | 29.592363939859300 |
| 1990-05-01 | 30.047607753359500 |
| 1990-06-01 | 30.986096630304697 |
| 1990-07-01 | 31.978735381297497 |
| 1990-08-01 | 33.228317724789300 |
| 1990-09-01 | 34.133653122421606 |
| 1990-10-01 | 34.164449104313604 |
| 1990-11-01 | 35.451947694377700 |
| 1990-12-01 | 36.739066667844100 |
| 1991-01-01 | 32.867087471631300 |
| 1991-02-01 | 32.144807106569500 |
| 1991-03-01 | 32.581110508383600 |
| 1991-04-01 | 32.136549564344400 |
| 1991-05-01 | 32.436903681246000 |
| 1991-06-01 | 32.143941436808600 |
| 1991-07-01 | 31.972194606972700 |
| 1991-08-01 | 32.183308356729604 |
| 1991-09-01 | 32.015080027264600 |
| 1991-10-01 | 32.506806525072400 |
| 1991-11-01 | 32.311272296687100 |
| 1991-12-01 | 32.120265127790105 |
| 1992-01-01 | 32.491993321655100 |
| 1992-02-01 | 32.935531827304900 |
| 1992-03-01 | 33.251712229085500 |
| 1992-04-01 | 34.069106110119000 |
| 1992-05-01 | 34.845049751502500 |
| 1992-06-01 | 35.050082727259700 |
| 1992-07-01 | 35.436612642011300 |
| 1992-08-01 | 35.368586575294900 |
| 1992-09-01 | 36.286039236487000 |
| 1992-10-01 | 36.756355879562896 |
| 1992-11-01 | 36.818488380168100 |
| 1992-12-01 | 36.801266897804000 |
| 1993-01-01 | 36.039952718070900 |
| 1993-02-01 | 37.201957270459400 |
| 1993-03-01 | 37.347317120084796 |
| 1993-04-01 | 38.097725569107700 |
| 1993-05-01 | 38.286034651703100 |
| 1993-06-01 | 39.129378273135295 |
| 1993-07-01 | 40.511943766835800 |
| 1993-08-01 | 41.104436727344400 |
| 1993-09-01 | 40.786666160155704 |
| 1993-10-01 | 41.005663124027100 |
| 1993-11-01 | 41.484519698101900 |
| 1993-12-01 | 41.878688410246600 |
| 1994-01-01 | 41.957499550812294 |
| 1994-02-01 | 40.922300032491200 |
| 1994-03-01 | 42.031606173559900 |
| 1994-04-01 | 43.399444737792390 |
| 1994-05-01 | 41.988629013672710 |
| 1994-06-01 | 42.248428192322100 |
| 1994-07-01 | 47.117468662567700 |
| 1994-08-01 | 46.968645398406710 |
| 1994-09-01 | 47.928505317876300 |
| 1994-10-01 | 45.314216024410000 |
| 1994-11-01 | 45.919208117589900 |
| 1994-12-01 | 46.243219552014295 |
| 1995-01-01 | 46.390233059161794 |
| 1995-02-01 | 46.113359798443604 |
| 1995-03-01 | 46.714789466366796 |
| 1995-04-01 | 46.241830627899894 |
| 1995-05-01 | 46.498879086070500 |
| 1995-06-01 | 46.544677737834900 |
| 1995-07-01 | 46.409487998877790 |
| 1995-08-01 | 46.916153894610204 |
| 1995-09-01 | 47.346942433453800 |
| 1995-10-01 | 47.736050090271100 |
| 1995-11-01 | 48.661540496585594 |
| 1995-12-01 | 48.715743152970200 |
| 1996-01-01 | 48.582173050005800 |
| 1996-02-01 | 48.718558470949795 |
| 1996-03-01 | 48.392085525551500 |
| 1996-04-01 | 48.882077078282300 |
| 1996-05-01 | 49.319616086308500 |
| 1996-06-01 | 49.338166945495790 |
| 1996-07-01 | 50.228746537317110 |
| 1996-08-01 | 50.630623530106405 |
| 1996-09-01 | 51.097202849277494 |
| 1996-10-01 | 51.611580511942606 |
| 1996-11-01 | 52.173121431151600 |
| 1996-12-01 | 52.210559073036800 |
| 1997-01-01 | 55.774564660616996 |
| 1997-02-01 | 55.789564323512000 |
| 1997-03-01 | 56.851637833434600 |
| 1997-04-01 | 57.506093577182504 |
| 1997-05-01 | 58.032859860659290 |
| 1997-06-01 | 57.938719637653900 |
| 1997-07-01 | 58.218382220240095 |
| 1997-08-01 | 58.983364312529900 |
| 1997-09-01 | 59.490339636120794 |
| 1997-10-01 | 60.430623123398800 |
| 1997-11-01 | 61.165907396395000 |
| 1997-12-01 | 61.725764987665500 |
| 1998-01-01 | 64.786526389332600 |
| 1998-02-01 | 63.623076678021500 |
| 1998-03-01 | 63.917347602342396 |
| 1998-04-01 | 63.962468925122700 |
| 1998-05-01 | 64.287348355734100 |
| 1998-06-01 | 65.128874206413710 |
| 1998-07-01 | 65.787316343110500 |
| 1998-08-01 | 66.037758022336600 |
| 1998-09-01 | 64.552541098756000 |
| 1998-10-01 | 67.933161928117400 |
| 1998-11-01 | 68.064677992743100 |
| 1998-12-01 | 68.292899526681000 |
| 1999-01-01 | 68.175719044383400 |
| 1999-02-01 | 68.695513132488000 |
| 1999-03-01 | 69.594456363982500 |
| 1999-04-01 | 70.558335255916400 |
| 1999-05-01 | 70.355451424680300 |
| 1999-06-01 | 71.569387441661000 |
| 1999-07-01 | 71.434763706810290 |
| 1999-08-01 | 71.471724070243600 |
| 1999-09-01 | 69.912555988040300 |
| 1999-10-01 | 72.894023910601400 |
| 1999-11-01 | 73.733105116504790 |
| 1999-12-01 | 74.662015518548300 |
| 2000-01-01 | 79.227921735993010 |
| 2000-02-01 | 78.517980264721000 |
| 2000-03-01 | 79.236832027814090 |
| 2000-04-01 | 80.269829842645790 |
| 2000-05-01 | 80.812768629082200 |
| 2000-06-01 | 81.745261909399090 |
| 2000-07-01 | 80.810235597695100 |
| 2000-08-01 | 80.702039139845910 |
| 2000-09-01 | 80.711466228155800 |
| 2000-10-01 | 79.995473766834410 |
| 2000-11-01 | 79.974884813946500 |
| 2000-12-01 | 79.164653354306600 |
| 2001-01-01 | 77.833487713671500 |
| 2001-02-01 | 75.695046363199800 |
| 2001-03-01 | 74.231917301860000 |
| 2001-04-01 | 71.412524361952100 |
| 2001-05-01 | 70.057740917655000 |
| 2001-06-01 | 67.899711501791100 |
| 2001-07-01 | 67.065526934763700 |
| 2001-08-01 | 66.121116643371110 |
| 2001-09-01 | 64.553960912982600 |
| 2001-10-01 | 61.148794411843400 |
| 2001-11-01 | 61.040966438974200 |
| 2001-12-01 | 60.986803885273890 |
| 2002-01-01 | 59.249502558306105 |
| 2002-02-01 | 58.520900627546500 |
| 2002-03-01 | 58.545744705486900 |
| 2002-04-01 | 59.871941859044200 |
| 2002-05-01 | 60.631456360593300 |
| 2002-06-01 | 60.685865037861400 |
| 2002-07-01 | 61.307241955962600 |
| 2002-08-01 | 62.417845253672200 |
| 2002-09-01 | 61.653517987644900 |
| 2002-10-01 | 61.641114893711100 |
| 2002-11-01 | 61.197739485770210 |
| 2002-12-01 | 60.217688971732100 |
| 2003-01-01 | 59.605756701208804 |
| 2003-02-01 | 59.158867276900000 |
| 2003-03-01 | 59.028728699629500 |
| 2003-04-01 | 59.091062366533390 |
| 2003-05-01 | 59.243283549410600 |
| 2003-06-01 | 59.793503400327500 |
| 2003-07-01 | 59.643403281957400 |
| 2003-08-01 | 59.952716834159400 |
| 2003-09-01 | 60.802417190497600 |
| 2003-10-01 | 60.501792633373500 |
| 2003-11-01 | 61.944332695884400 |
| 2003-12-01 | 62.834487230073700 |
| 2004-01-01 | 64.254894222477400 |
| 2004-02-01 | 64.631313752911800 |
| 2004-03-01 | 64.588122471869800 |
| 2004-04-01 | 64.714610536898900 |
| 2004-05-01 | 64.579014446657600 |
| 2004-06-01 | 64.514759145917300 |
| 2004-07-01 | 65.541651593269790 |
| 2004-08-01 | 65.881323448888790 |
| 2004-09-01 | 64.367941184435900 |
| 2004-10-01 | 65.197028999800100 |
| 2004-11-01 | 64.376281765978400 |
| 2004-12-01 | 64.414797089753800 |
| 2005-01-01 | 64.103865703565400 |
| 2005-02-01 | 64.086511804011200 |
| 2005-03-01 | 64.395073280073300 |
| 2005-04-01 | 66.922194566869700 |
| 2005-05-01 | 66.023364510135610 |
| 2005-06-01 | 66.519697818457800 |
| 2005-07-01 | 67.896793405767900 |
| 2005-08-01 | 68.566356478073200 |
| 2005-09-01 | 70.017191221867300 |
| 2005-10-01 | 71.824417543504600 |
| 2005-11-01 | 71.605715171142400 |
| 2005-12-01 | 72.147651702844910 |
| 2006-01-01 | 73.568508588873600 |
| 2006-02-01 | 74.004373533315420 |
| 2006-03-01 | 74.146158447362800 |
| 2006-04-01 | 74.210351285460400 |
| 2006-05-01 | 74.427763734436000 |
| 2006-06-01 | 74.393853463174500 |
| 2006-07-01 | 71.852268511504400 |
| 2006-08-01 | 73.716306954400300 |
| 2006-09-01 | 74.221665908066900 |
| 2006-10-01 | 73.398152779192200 |
| 2006-11-01 | 74.257738759440300 |
| 2006-12-01 | 73.998144495681590 |
| 2007-01-01 | 73.960318456121600 |
| 2007-02-01 | 74.837582281723400 |
| 2007-03-01 | 75.459179868873790 |
| 2007-04-01 | 76.049769784184290 |
| 2007-05-01 | 75.745224417569590 |
| 2007-06-01 | 75.644878622318100 |
| 2007-07-01 | 72.549947371875290 |
| 2007-08-01 | 73.653561157407210 |
| 2007-09-01 | 74.057183935326990 |
| 2007-10-01 | 75.270519363962900 |
| 2007-11-01 | 75.762686721832710 |
| 2007-12-01 | 76.532144106392790 |
| 2008-01-01 | 75.923147422101700 |
| 2008-02-01 | 75.359131275484420 |
| 2008-03-01 | 75.962929979517200 |
| 2008-04-01 | 72.520590974040700 |
| 2008-05-01 | 73.711536839883100 |
| 2008-06-01 | 73.784524749968600 |
| 2008-07-01 | 71.960807888778490 |
| 2008-08-01 | 71.762658011924000 |
| 2008-09-01 | 70.611004028699910 |
| 2008-10-01 | 67.724353571142800 |
| 2008-11-01 | 66.422944731698700 |
| 2008-12-01 | 64.837263269746200 |
| 2009-01-01 | 59.187707358441706 |
| 2009-02-01 | 56.728990435244290 |
| 2009-03-01 | 55.137642722739294 |
| 2009-04-01 | 52.749935433671105 |
| 2009-05-01 | 53.759534415261400 |
| 2009-06-01 | 53.262392313601296 |
| 2009-07-01 | 54.086096696945800 |
| 2009-08-01 | 54.161074027079400 |
| 2009-09-01 | 53.769021750294000 |
| 2009-10-01 | 55.215239287314600 |
| 2009-11-01 | 55.625994861995710 |
| 2009-12-01 | 56.071625634182900 |
| 2010-01-01 | 56.951764314962205 |
| 2010-02-01 | 57.661622288997900 |
| 2010-03-01 | 58.498025275205790 |
| 2010-04-01 | 59.239687919303290 |
| 2010-05-01 | 60.280562338301790 |
| 2010-06-01 | 60.947732110685500 |
| 2010-07-01 | 62.580859395676700 |
| 2010-08-01 | 63.470143762091800 |
| 2010-09-01 | 64.574059138397200 |
| 2010-10-01 | 64.980837570932400 |
| 2010-11-01 | 65.525476115548900 |
| 2010-12-01 | 66.632545467025990 |
| 2011-01-01 | 65.345857949611900 |
| 2011-02-01 | 65.780883598438100 |
| 2011-03-01 | 66.326176466088100 |
| 2011-04-01 | 66.636672580731400 |
| 2011-05-01 | 66.717865408291400 |
| 2011-06-01 | 67.084599477199500 |
| 2011-07-01 | 67.059326581114200 |
| 2011-08-01 | 67.619886866469800 |
| 2011-09-01 | 68.139912206860200 |
| 2011-10-01 | 67.955109362561500 |
| 2011-11-01 | 67.932717513276400 |
| 2011-12-01 | 66.859129284547990 |
| 2012-01-01 | 70.625493649982300 |
| 2012-02-01 | 71.242871412780500 |
| 2012-03-01 | 72.146920984921900 |
| 2012-04-01 | 73.193410179947210 |
| 2012-05-01 | 74.846134986436410 |
| 2012-06-01 | 74.227730948905000 |
| 2012-07-01 | 72.315382529928090 |
| 2012-08-01 | 73.665351003646000 |
| 2012-09-01 | 73.864679631924800 |
| 2012-10-01 | 74.721640815132400 |
| 2012-11-01 | 76.679498435312000 |
| 2012-12-01 | 76.014392671445900 |
| 2013-01-01 | 75.079095707348910 |
| 2013-02-01 | 77.121102140058000 |
| 2013-03-01 | 78.465054811353600 |
| 2013-04-01 | 76.512810845308800 |
| 2013-05-01 | 77.431711655961200 |
| 2013-06-01 | 78.036810988831800 |
| 2013-07-01 | 78.068601577665000 |
| 2013-08-01 | 79.527892747134700 |
| 2013-09-01 | 80.321666741781090 |
| 2013-10-01 | 80.376403438159800 |
| 2013-11-01 | 80.542363336239200 |
| 2013-12-01 | 79.684944803067410 |
| 2014-01-01 | 79.362831223519300 |
| 2014-02-01 | 79.512217611493000 |
| 2014-03-01 | 80.438265536185410 |
| 2014-04-01 | 81.356783443487500 |
| 2014-05-01 | 82.283581870117500 |
| 2014-06-01 | 82.647906753565410 |
| 2014-07-01 | 82.662333069053000 |
| 2014-08-01 | 82.467924938209590 |
| 2014-09-01 | 82.882162015480500 |
| 2014-10-01 | 83.080388269190510 |
| 2014-11-01 | 83.617232631110600 |
| 2014-12-01 | 84.277581752586700 |
| 2015-01-01 | 85.170830929364090 |
| 2015-02-01 | 85.107513304141210 |
| 2015-03-01 | 85.580273287944790 |
| 2015-04-01 | 85.192833514621710 |
| 2015-05-01 | 84.750458093723400 |
| 2015-06-01 | 84.188662607324200 |
| 2015-07-01 | 85.012168017113910 |
| 2015-08-01 | 84.817303547566910 |
| 2015-09-01 | 84.520631724670000 |
| 2015-10-01 | 86.091075623336790 |
| 2015-11-01 | 85.835445819899700 |
| 2015-12-01 | 86.497570239191400 |
| 2016-01-01 | 86.108015635299100 |
| 2016-02-01 | 86.510818000982210 |
| 2016-03-01 | 85.972865962970900 |
| 2016-04-01 | 87.026432766772000 |
| 2016-05-01 | 87.294732751538600 |
| 2016-06-01 | 86.779181791538200 |
| 2016-07-01 | 88.719054537232210 |
| 2016-08-01 | 89.407396015158710 |
| 2016-09-01 | 90.348910523039400 |
| 2016-10-01 | 88.914034069519290 |
| 2016-11-01 | 90.019683787831100 |
| 2016-12-01 | 90.589393188138790 |
| 2017-01-01 | 93.006612749906300 |
| 2017-02-01 | 93.304736459032800 |
| 2017-03-01 | 91.020194938424910 |
| 2017-04-01 | 89.039613017359090 |
| 2017-05-01 | 89.591663140427580 |
| 2017-06-01 | 89.683196355917090 |
| 2017-07-01 | 88.375486089820280 |
| 2017-08-01 | 87.342334522627700 |
| 2017-09-01 | 89.635948123341900 |
| 2017-10-01 | 88.765448301668000 |
| 2017-11-01 | 89.215267684148600 |
| 2017-12-01 | 88.489465098517300 |
| 2018-01-01 | 89.258472568143290 |
| 2018-02-01 | 89.853924245001900 |
| 2018-03-01 | 90.759208284837400 |
| 2018-04-01 | 91.143599154381790 |
| 2018-05-01 | 91.799086522910500 |
| 2018-06-01 | 91.326366026030710 |
| 2018-07-01 | 91.879126019054300 |
| 2018-08-01 | 91.597777954959080 |
| 2018-09-01 | 90.969342035314910 |
| 2018-10-01 | 90.734055510192090 |
| 2018-11-01 | 90.593767114926500 |
| 2018-12-01 | 90.424658235939600 |
| 2019-01-01 | 89.674628250409800 |
| 2019-02-01 | 89.839763691020410 |
| 2019-03-01 | 89.630613945629200 |
| 2019-04-01 | 90.572482318819510 |
| 2019-05-01 | 91.080245173075200 |
| 2019-06-01 | 91.233501895455920 |
| 2019-07-01 | 91.358227965398200 |
| 2019-08-01 | 91.639105516116420 |
| 2019-09-01 | 91.088517434080200 |
| 2019-10-01 | 90.912226261323080 |
| 2019-11-01 | 91.719730949204790 |
| 2019-12-01 | 92.137118238733100 |
| 2020-01-01 | 92.862237650305190 |
| 2020-02-01 | 94.105433050144000 |
| 2020-03-01 | 92.129651495264210 |
| 2020-04-01 | 72.236577487361200 |
| 2020-05-01 | 75.663184821573200 |
| 2020-06-01 | 78.646670202358590 |
| 2020-07-01 | 83.301667771689300 |
| 2020-08-01 | 86.577579430021800 |
| 2020-09-01 | 85.682009661736910 |
| 2020-10-01 | 88.567086219464910 |
| 2020-11-01 | 90.016106596066400 |
| 2020-12-01 | 94.896060021717800 |
| 2021-01-01 | 96.034867999999080 |
| 2021-02-01 | 94.840321391827800 |
| 2021-03-01 | 97.740642165782700 |
| 2021-04-01 | 97.078086921695500 |
| 2021-05-01 | 99.049308887995000 |
| 2021-06-01 | 99.175550599641800 |
| 2021-07-01 | 100.595886607232000 |
| 2021-08-01 | 100.914553076429000 |
| 2021-09-01 | 103.510316411286000 |
| 2021-10-01 | 108.022796308053000 |
| 2021-11-01 | 107.240030092087990 |
| 2021-12-01 | 108.197021030548000 |
| 2022-01-01 | 109.422013130076010 |
| 2022-02-01 | 110.629800064220000 |
| 2022-03-01 | 110.561048177717000 |
| 2022-04-01 | 109.891981994164010 |
| 2022-05-01 | 109.531069147764000 |
| 2022-06-01 | 109.128209612603000 |
| 2022-07-01 | 108.094448068379990 |
| 2022-08-01 | 106.794637101633000 |
| 2022-09-01 | 105.772414479636000 |
| 2022-10-01 | 103.668733766042010 |
| 2022-11-01 | 103.002665947920000 |
| 2022-12-01 | 102.050309907901000 |
| 2023-01-01 | 102.160536233426000 |
| 2023-02-01 | 100.843035012896010 |
| 2023-03-01 | 100.365590524983000 |
| 2023-04-01 | 100.421612579100000 |
| 2023-05-01 | 97.992444870259590 |
| 2023-06-01 | 96.822124235832500 |
| 2023-07-01 | 96.726346300236200 |
| 2023-08-01 | 96.007339981571010 |
| 2023-09-01 | 95.598152611320910 |
| 2023-10-01 | 96.362886076348500 |
| 2023-11-01 | 95.785385784240490 |
| 2023-12-01 | 95.022023607114600 |
| 2024-01-01 | 92.422392352016090 |
| 2024-02-01 | 93.799300403849410 |
| 2024-03-01 | 91.502784835212000 |
| 2024-04-01 | 93.653344849356710 |
| 2024-05-01 | 93.957899303409400 |
| 2024-06-01 | 93.627394139339500 |
| 2024-07-01 | 89.203352887746790 |
| 2024-08-01 | 91.490667294985600 |
| 2024-09-01 | 92.010911283828000 |
| 2024-10-01 | 90.029710605018410 |
| 2024-11-01 | 88.330884021844600 |
