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 2024-10-01 |
| Last Updated | 2024-11-20 4:45 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 | 30.332562654010502 |
| 1990-02-01 | 30.832978862475100 |
| 1990-03-01 | 30.678653944998400 |
| 1990-04-01 | 29.591846834071700 |
| 1990-05-01 | 30.047274037075100 |
| 1990-06-01 | 30.985888765544400 |
| 1990-07-01 | 31.978699013252100 |
| 1990-08-01 | 33.228417317225600 |
| 1990-09-01 | 34.133849030146100 |
| 1990-10-01 | 34.164678175531200 |
| 1990-11-01 | 35.452220936531894 |
| 1990-12-01 | 36.739451553150000 |
| 1991-01-01 | 32.868536546840600 |
| 1991-02-01 | 32.144053274738000 |
| 1991-03-01 | 32.580426006201500 |
| 1991-04-01 | 32.135970247669505 |
| 1991-05-01 | 32.436485595448700 |
| 1991-06-01 | 32.143680135353605 |
| 1991-07-01 | 31.972357782947302 |
| 1991-08-01 | 32.183479934537395 |
| 1991-09-01 | 32.015276994994900 |
| 1991-10-01 | 32.507038481534900 |
| 1991-11-01 | 32.311533292271200 |
| 1991-12-01 | 32.120578692333800 |
| 1992-01-01 | 32.492909102145900 |
| 1992-02-01 | 32.934978329678700 |
| 1992-03-01 | 33.251119175236400 |
| 1992-04-01 | 34.068493850331400 |
| 1992-05-01 | 34.844470847613500 |
| 1992-06-01 | 35.049556069803500 |
| 1992-07-01 | 35.437257445350205 |
| 1992-08-01 | 35.368946905079600 |
| 1992-09-01 | 36.286289682011800 |
| 1992-10-01 | 36.756638260585400 |
| 1992-11-01 | 36.818752839042794 |
| 1992-12-01 | 36.801518205902900 |
| 1993-01-01 | 36.040461012293704 |
| 1993-02-01 | 37.201487871568204 |
| 1993-03-01 | 37.346770179511200 |
| 1993-04-01 | 38.097085607652000 |
| 1993-05-01 | 38.285291745447395 |
| 1993-06-01 | 39.128519534993700 |
| 1993-07-01 | 40.513198834483205 |
| 1993-08-01 | 41.105044665173900 |
| 1993-09-01 | 40.786971786483896 |
| 1993-10-01 | 41.005987840716400 |
| 1993-11-01 | 41.484751547095500 |
| 1993-12-01 | 41.878821301371204 |
| 1994-01-01 | 41.957511949174794 |
| 1994-02-01 | 40.921999379680800 |
| 1994-03-01 | 42.031169621169504 |
| 1994-04-01 | 43.398836544588300 |
| 1994-05-01 | 41.987828853043794 |
| 1994-06-01 | 42.247357616342300 |
| 1994-07-01 | 47.119054909071100 |
| 1994-08-01 | 46.969456877724700 |
| 1994-09-01 | 47.928906167221605 |
| 1994-10-01 | 45.314559986822100 |
| 1994-11-01 | 45.919353709906595 |
| 1994-12-01 | 46.243192654111990 |
| 1995-01-01 | 46.390093065256500 |
| 1995-02-01 | 46.113059358735896 |
| 1995-03-01 | 46.714412019132794 |
| 1995-04-01 | 46.241349740920800 |
| 1995-05-01 | 46.498258664861496 |
| 1995-06-01 | 46.543909778692210 |
| 1995-07-01 | 46.410523548623800 |
| 1995-08-01 | 46.916799826722794 |
| 1995-09-01 | 47.347319216624100 |
| 1995-10-01 | 47.736339946475600 |
| 1995-11-01 | 48.661622815973000 |
| 1995-12-01 | 48.715660815239204 |
| 1996-01-01 | 48.581981298261700 |
| 1996-02-01 | 48.718330982894110 |
| 1996-03-01 | 48.391834922876210 |
| 1996-04-01 | 48.881773114694006 |
| 1996-05-01 | 49.319267009457400 |
| 1996-06-01 | 49.337794412141704 |
| 1996-07-01 | 50.229238343688000 |
| 1996-08-01 | 50.631060948815005 |
| 1996-09-01 | 51.097513380408790 |
| 1996-10-01 | 51.611778003377296 |
| 1996-11-01 | 52.173160500640000 |
| 1996-12-01 | 52.210475620576710 |
| 1997-01-01 | 55.774372661210200 |
| 1997-02-01 | 55.789413333079096 |
| 1997-03-01 | 56.851486424039095 |
| 1997-04-01 | 57.505928165717290 |
| 1997-05-01 | 58.032732399683700 |
| 1997-06-01 | 57.938690311679600 |
| 1997-07-01 | 58.218469663252200 |
| 1997-08-01 | 58.983561843790100 |
| 1997-09-01 | 59.490542735739005 |
| 1997-10-01 | 60.430717955096290 |
| 1997-11-01 | 61.165924225887790 |
| 1997-12-01 | 61.725726263374700 |
| 1998-01-01 | 64.786390847979700 |
| 1998-02-01 | 63.622987782073710 |
| 1998-03-01 | 63.917299026876606 |
| 1998-04-01 | 63.962423862107900 |
| 1998-05-01 | 64.287316810325490 |
| 1998-06-01 | 65.128867773307800 |
| 1998-07-01 | 65.787336396482700 |
| 1998-08-01 | 66.037844914403000 |
| 1998-09-01 | 64.552641219380890 |
| 1998-10-01 | 67.933180550346400 |
| 1998-11-01 | 68.064677424785600 |
| 1998-12-01 | 68.292880982894500 |
| 1999-01-01 | 68.175638456251490 |
| 1999-02-01 | 68.695471586515510 |
| 1999-03-01 | 69.594450042682710 |
| 1999-04-01 | 70.558335274828100 |
| 1999-05-01 | 70.355454822105200 |
| 1999-06-01 | 71.569390463745590 |
| 1999-07-01 | 71.434762633969300 |
| 1999-08-01 | 71.471754400404900 |
| 1999-09-01 | 69.912611627499800 |
| 1999-10-01 | 72.894017524286000 |
| 1999-11-01 | 73.733097250890410 |
| 1999-12-01 | 74.662012501793700 |
| 2000-01-01 | 79.227870739374910 |
| 2000-02-01 | 78.517962301682300 |
| 2000-03-01 | 79.236833075241490 |
| 2000-04-01 | 80.269830257798400 |
| 2000-05-01 | 80.812769187348410 |
| 2000-06-01 | 81.745261815667090 |
| 2000-07-01 | 80.810233140278700 |
| 2000-08-01 | 80.702055940254600 |
| 2000-09-01 | 80.711510863392700 |
| 2000-10-01 | 79.995471041905400 |
| 2000-11-01 | 79.974875444176800 |
| 2000-12-01 | 79.164651207510000 |
| 2001-01-01 | 77.833461933258200 |
| 2001-02-01 | 75.695042434178290 |
| 2001-03-01 | 74.231916163975000 |
| 2001-04-01 | 71.412520467960000 |
| 2001-05-01 | 70.057737679794400 |
| 2001-06-01 | 67.899708607193200 |
| 2001-07-01 | 67.065525013984400 |
| 2001-08-01 | 66.121119371976500 |
| 2001-09-01 | 64.553984562530800 |
| 2001-10-01 | 61.148798858957400 |
| 2001-11-01 | 61.040962887346495 |
| 2001-12-01 | 60.986809299907290 |
| 2002-01-01 | 59.249492218083000 |
| 2002-02-01 | 58.520901787580900 |
| 2002-03-01 | 58.545743753554895 |
| 2002-04-01 | 59.871933947049000 |
| 2002-05-01 | 60.631447625737200 |
| 2002-06-01 | 60.685855290969705 |
| 2002-07-01 | 61.307227920993796 |
| 2002-08-01 | 62.417859917768205 |
| 2002-09-01 | 61.653533316856300 |
| 2002-10-01 | 61.641126638421795 |
| 2002-11-01 | 61.197746924627104 |
| 2002-12-01 | 60.217698694669890 |
| 2003-01-01 | 59.605755807124900 |
| 2003-02-01 | 59.158869177096210 |
| 2003-03-01 | 59.028729233050000 |
| 2003-04-01 | 59.091025137730206 |
| 2003-05-01 | 59.243267042319495 |
| 2003-06-01 | 59.793487270813400 |
| 2003-07-01 | 59.643379423666400 |
| 2003-08-01 | 59.952738301754400 |
| 2003-09-01 | 60.802422807085400 |
| 2003-10-01 | 60.501877465224600 |
| 2003-11-01 | 61.944341742266296 |
| 2003-12-01 | 62.834498160735210 |
| 2004-01-01 | 64.254895600556100 |
| 2004-02-01 | 64.631306976149300 |
| 2004-03-01 | 64.588104727863710 |
| 2004-04-01 | 64.714515301035010 |
| 2004-05-01 | 64.578969015126900 |
| 2004-06-01 | 64.514722478207200 |
| 2004-07-01 | 65.541588353979500 |
| 2004-08-01 | 65.881365948071200 |
| 2004-09-01 | 64.367966730009500 |
| 2004-10-01 | 65.197253009648890 |
| 2004-11-01 | 64.376364419025000 |
| 2004-12-01 | 64.414866777103500 |
| 2005-01-01 | 64.103880290029710 |
| 2005-02-01 | 64.086441964302710 |
| 2005-03-01 | 64.394941933767900 |
| 2005-04-01 | 66.921953900300100 |
| 2005-05-01 | 66.023229390916800 |
| 2005-06-01 | 66.519585146701500 |
| 2005-07-01 | 67.896621041811900 |
| 2005-08-01 | 68.566615076405300 |
| 2005-09-01 | 70.017240064350200 |
| 2005-10-01 | 71.824896855591090 |
| 2005-11-01 | 71.606011738431300 |
| 2005-12-01 | 72.147916936873290 |
| 2006-01-01 | 73.568603752865410 |
| 2006-02-01 | 74.004230836816700 |
| 2006-03-01 | 74.145361835250200 |
| 2006-04-01 | 74.209952069739590 |
| 2006-05-01 | 74.427458900099710 |
| 2006-06-01 | 74.393589128976100 |
| 2006-07-01 | 71.851930316993090 |
| 2006-08-01 | 73.716863578590290 |
| 2006-09-01 | 74.221854825519000 |
| 2006-10-01 | 73.398811739591790 |
| 2006-11-01 | 74.258452273499100 |
| 2006-12-01 | 73.999045436652700 |
| 2007-01-01 | 73.960902063845100 |
| 2007-02-01 | 74.836650550699500 |
| 2007-03-01 | 75.457418274971900 |
| 2007-04-01 | 76.049148955890000 |
| 2007-05-01 | 75.744730249772700 |
| 2007-06-01 | 75.644478112632300 |
| 2007-07-01 | 72.549572700498700 |
| 2007-08-01 | 73.654460412212000 |
| 2007-09-01 | 74.057524585268200 |
| 2007-10-01 | 75.271362743063290 |
| 2007-11-01 | 75.763802912076600 |
| 2007-12-01 | 76.533689755342210 |
| 2008-01-01 | 75.924225806988200 |
| 2008-02-01 | 75.357424300357000 |
| 2008-03-01 | 75.960256057645710 |
| 2008-04-01 | 72.519841212391800 |
| 2008-05-01 | 73.710940759708500 |
| 2008-06-01 | 73.784126970963400 |
| 2008-07-01 | 71.960607812230790 |
| 2008-08-01 | 71.763459304325200 |
| 2008-09-01 | 70.611532765983500 |
| 2008-10-01 | 67.725140939697400 |
| 2008-11-01 | 66.424066245805110 |
| 2008-12-01 | 64.838966027823100 |
| 2009-01-01 | 59.188810034358000 |
| 2009-02-01 | 56.727066763189400 |
| 2009-03-01 | 55.135736721504706 |
| 2009-04-01 | 52.749256309295900 |
| 2009-05-01 | 53.759074101449606 |
| 2009-06-01 | 53.262179197793600 |
| 2009-07-01 | 54.086151754385206 |
| 2009-08-01 | 54.161589222229900 |
| 2009-09-01 | 53.769450315746900 |
| 2009-10-01 | 55.215825749785790 |
| 2009-11-01 | 55.626772640193000 |
| 2009-12-01 | 56.072859340354010 |
| 2010-01-01 | 56.952426514020900 |
| 2010-02-01 | 57.660140840607994 |
| 2010-03-01 | 58.496556478629600 |
| 2010-04-01 | 59.238964258057700 |
| 2010-05-01 | 60.280091202899800 |
| 2010-06-01 | 60.947610661235710 |
| 2010-07-01 | 62.581029638960600 |
| 2010-08-01 | 63.470501459280000 |
| 2010-09-01 | 64.574483484371100 |
| 2010-10-01 | 64.981312831904100 |
| 2010-11-01 | 65.526012934114100 |
| 2010-12-01 | 66.633617229507210 |
| 2011-01-01 | 65.346140228769800 |
| 2011-02-01 | 65.779879654181700 |
| 2011-03-01 | 66.325311241039900 |
| 2011-04-01 | 66.636088929751990 |
| 2011-05-01 | 66.717472701818300 |
| 2011-06-01 | 67.084559169977710 |
| 2011-07-01 | 67.059489454298100 |
| 2011-08-01 | 67.620140975254000 |
| 2011-09-01 | 68.140164061845300 |
| 2011-10-01 | 67.955361615509700 |
| 2011-11-01 | 67.932903208989600 |
| 2011-12-01 | 66.859723454834500 |
| 2012-01-01 | 70.625359379280700 |
| 2012-02-01 | 71.242638522236700 |
| 2012-03-01 | 72.146514824304900 |
| 2012-04-01 | 73.193129993602600 |
| 2012-05-01 | 74.845863713624500 |
| 2012-06-01 | 74.227750973362500 |
| 2012-07-01 | 72.315469311514400 |
| 2012-08-01 | 73.665464920074300 |
| 2012-09-01 | 73.864776205422100 |
| 2012-10-01 | 74.721715970824200 |
| 2012-11-01 | 76.679487580280700 |
| 2012-12-01 | 76.014764141669090 |
| 2013-01-01 | 75.078969405122010 |
| 2013-02-01 | 77.121065038436700 |
| 2013-03-01 | 78.464861103181490 |
| 2013-04-01 | 76.512766338652710 |
| 2013-05-01 | 77.431638218133300 |
| 2013-06-01 | 78.036899748741500 |
| 2013-07-01 | 78.068684716207580 |
| 2013-08-01 | 79.527908347144700 |
| 2013-09-01 | 80.321598426011000 |
| 2013-10-01 | 80.376284262537800 |
| 2013-11-01 | 80.542234011107100 |
| 2013-12-01 | 79.685090426811000 |
| 2014-01-01 | 79.362824403300410 |
| 2014-02-01 | 79.512313786496290 |
| 2014-03-01 | 80.438248114559200 |
| 2014-04-01 | 81.356836618601700 |
| 2014-05-01 | 82.283654670322500 |
| 2014-06-01 | 82.648188223419510 |
| 2014-07-01 | 82.662453307433990 |
| 2014-08-01 | 82.467854567233090 |
| 2014-09-01 | 82.881928216084920 |
| 2014-10-01 | 83.079714587994500 |
| 2014-11-01 | 83.617071549879100 |
| 2014-12-01 | 84.277565152140500 |
| 2015-01-01 | 85.170868155310910 |
| 2015-02-01 | 85.108464653807500 |
| 2015-03-01 | 85.580230347701300 |
| 2015-04-01 | 85.192722568532000 |
| 2015-05-01 | 84.750593574880710 |
| 2015-06-01 | 84.188997034963100 |
| 2015-07-01 | 85.012246426911500 |
| 2015-08-01 | 84.818289561075000 |
| 2015-09-01 | 84.518513326215710 |
| 2015-10-01 | 86.090418562745710 |
| 2015-11-01 | 85.835810910914400 |
| 2015-12-01 | 86.497825173070800 |
| 2016-01-01 | 86.108038082069300 |
| 2016-02-01 | 86.512346945735800 |
| 2016-03-01 | 85.972223698184900 |
| 2016-04-01 | 87.025521189183900 |
| 2016-05-01 | 87.294607606458800 |
| 2016-06-01 | 86.779657070965000 |
| 2016-07-01 | 88.719358696764800 |
| 2016-08-01 | 89.409908845423800 |
| 2016-09-01 | 90.345248224827190 |
| 2016-10-01 | 88.914236950755500 |
| 2016-11-01 | 90.021618090189210 |
| 2016-12-01 | 90.590585672801210 |
| 2017-01-01 | 93.006127178083090 |
| 2017-02-01 | 93.305387198211700 |
| 2017-03-01 | 91.016766108245100 |
| 2017-04-01 | 89.036101661759090 |
| 2017-05-01 | 89.590596709671800 |
| 2017-06-01 | 89.684063634710000 |
| 2017-07-01 | 88.377156813803600 |
| 2017-08-01 | 87.347522477973900 |
| 2017-09-01 | 89.632727392346100 |
| 2017-10-01 | 88.769163282652910 |
| 2017-11-01 | 89.219701733981600 |
| 2017-12-01 | 88.492105250446580 |
| 2018-01-01 | 89.258197371011400 |
| 2018-02-01 | 89.850700861425310 |
| 2018-03-01 | 90.744497419350580 |
| 2018-04-01 | 91.134846660387900 |
| 2018-05-01 | 91.797648714020280 |
| 2018-06-01 | 91.326719925471000 |
| 2018-07-01 | 91.890490521289200 |
| 2018-08-01 | 91.608612485517300 |
| 2018-09-01 | 90.964132258307300 |
| 2018-10-01 | 90.745202922650500 |
| 2018-11-01 | 90.603959454453500 |
| 2018-12-01 | 90.430878137681200 |
| 2019-01-01 | 89.663054039757200 |
| 2019-02-01 | 89.840046734185300 |
| 2019-03-01 | 89.590381733554600 |
| 2019-04-01 | 90.562956103553500 |
| 2019-05-01 | 91.079957794328100 |
| 2019-06-01 | 91.232955115647090 |
| 2019-07-01 | 91.375317965538200 |
| 2019-08-01 | 91.669017752072500 |
| 2019-09-01 | 91.072400354137800 |
| 2019-10-01 | 90.944532331229500 |
| 2019-11-01 | 91.728873642402200 |
| 2019-12-01 | 92.142616172589700 |
| 2020-01-01 | 92.836121500850600 |
| 2020-02-01 | 94.108695715630590 |
| 2020-03-01 | 92.061505442063690 |
| 2020-04-01 | 72.228011350946090 |
| 2020-05-01 | 75.664014645637700 |
| 2020-06-01 | 78.645552497857600 |
| 2020-07-01 | 83.324636684957710 |
| 2020-08-01 | 86.629196269831700 |
| 2020-09-01 | 85.661906725851600 |
| 2020-10-01 | 88.621007488741210 |
| 2020-11-01 | 90.021859258747200 |
| 2020-12-01 | 94.893607054800910 |
| 2021-01-01 | 95.982097615122800 |
| 2021-02-01 | 94.839380411336590 |
| 2021-03-01 | 97.649722147341900 |
| 2021-04-01 | 97.066552983678300 |
| 2021-05-01 | 99.048230242848800 |
| 2021-06-01 | 99.178542395237290 |
| 2021-07-01 | 100.625713484761010 |
| 2021-08-01 | 101.011311693938010 |
| 2021-09-01 | 103.512382088638000 |
| 2021-10-01 | 108.117919306550010 |
| 2021-11-01 | 107.232510847239000 |
| 2021-12-01 | 108.162423306230000 |
| 2022-01-01 | 109.335847519396000 |
| 2022-02-01 | 110.577273094756000 |
| 2022-03-01 | 110.472108250321000 |
| 2022-04-01 | 109.858075440697010 |
| 2022-05-01 | 109.516497154468000 |
| 2022-06-01 | 109.149166404643990 |
| 2022-07-01 | 108.158920773749000 |
| 2022-08-01 | 106.943120857812000 |
| 2022-09-01 | 105.761745489659000 |
| 2022-10-01 | 103.932839125151000 |
| 2022-11-01 | 102.912095198791010 |
| 2022-12-01 | 101.942597972533000 |
| 2023-01-01 | 102.031560775763000 |
| 2023-02-01 | 100.736798287280010 |
| 2023-03-01 | 100.287980922306000 |
| 2023-04-01 | 100.378299035588000 |
| 2023-05-01 | 97.984551131261100 |
| 2023-06-01 | 96.870931920655210 |
| 2023-07-01 | 96.816077963277210 |
| 2023-08-01 | 96.179825714004000 |
| 2023-09-01 | 95.579075382696590 |
| 2023-10-01 | 96.796971745970100 |
| 2023-11-01 | 95.606812911793100 |
| 2023-12-01 | 94.838655183701590 |
| 2024-01-01 | 92.259761133090000 |
| 2024-02-01 | 93.646667735440900 |
| 2024-03-01 | 91.433608155021000 |
| 2024-04-01 | 93.602107203195400 |
| 2024-05-01 | 93.962001612944790 |
| 2024-06-01 | 93.707278074566900 |
| 2024-07-01 | 89.317341700197600 |
| 2024-08-01 | 91.684658920409090 |
| 2024-09-01 | 91.936867462578200 |
| 2024-10-01 | 90.180677282409400 |
