Table Data - All Employees: Professional and Business Services: Employment Services in Fort Worth-Arlington, TX (MD)
| Title | All Employees: Professional and Business Services: Employment Services in Fort Worth-Arlington, TX (MD) |
|---|---|
| Series ID | SMU48231046056130001SA |
| 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 | 6.2977922471099290 |
| 1990-02-01 | 6.4146910682813500 |
| 1990-03-01 | 6.5025717650587795 |
| 1990-04-01 | 6.5836079079250000 |
| 1990-05-01 | 6.2121699818684400 |
| 1990-06-01 | 6.6431386958550000 |
| 1990-07-01 | 6.9559072711850190 |
| 1990-08-01 | 7.5954787895135700 |
| 1990-09-01 | 7.5549813668521500 |
| 1990-10-01 | 7.3948555144424400 |
| 1990-11-01 | 7.8412778363601300 |
| 1990-12-01 | 7.9903476233505595 |
| 1991-01-01 | 7.9495880384675710 |
| 1991-02-01 | 8.0905650898927310 |
| 1991-03-01 | 8.2315196320705500 |
| 1991-04-01 | 8.1432011857478500 |
| 1991-05-01 | 8.2781359730854600 |
| 1991-06-01 | 8.3982981137036900 |
| 1991-07-01 | 8.7857119553036300 |
| 1991-08-01 | 9.1102483660835800 |
| 1991-09-01 | 8.8576131381434390 |
| 1991-10-01 | 8.7522423799402790 |
| 1991-11-01 | 8.7317600618173490 |
| 1991-12-01 | 8.8835417822920610 |
| 1992-01-01 | 8.9420659344021890 |
| 1992-02-01 | 9.0640776829435400 |
| 1992-03-01 | 9.0672019785268400 |
| 1992-04-01 | 9.1328513717984800 |
| 1992-05-01 | 9.6499025887496700 |
| 1992-06-01 | 10.2080227845513020 |
| 1992-07-01 | 10.1066475042580990 |
| 1992-08-01 | 10.0916108570240000 |
| 1992-09-01 | 10.2055862877500000 |
| 1992-10-01 | 10.9531229140428990 |
| 1992-11-01 | 11.1020505028498010 |
| 1992-12-01 | 11.2529708461185010 |
| 1993-01-01 | 11.5965505488446000 |
| 1993-02-01 | 11.3041876219519000 |
| 1993-03-01 | 10.6154852340454990 |
| 1993-04-01 | 11.9781151977781980 |
| 1993-05-01 | 12.2182693660935000 |
| 1993-06-01 | 12.3790726926884020 |
| 1993-07-01 | 12.5472081462016990 |
| 1993-08-01 | 12.8084897393600000 |
| 1993-09-01 | 13.2673050263413000 |
| 1993-10-01 | 13.6305042742194010 |
| 1993-11-01 | 13.8470868731216000 |
| 1993-12-01 | 14.2251108850986970 |
| 1994-01-01 | 15.6815504930313000 |
| 1994-02-01 | 15.4600739046467000 |
| 1994-03-01 | 15.4743539113275000 |
| 1994-04-01 | 16.6644222839589000 |
| 1994-05-01 | 16.3019035037118020 |
| 1994-06-01 | 16.5879565667244000 |
| 1994-07-01 | 16.1266465997691000 |
| 1994-08-01 | 16.4356022097146000 |
| 1994-09-01 | 16.2899275027156000 |
| 1994-10-01 | 15.3333967730387000 |
| 1994-11-01 | 15.5136215476390000 |
| 1994-12-01 | 15.4307114679503010 |
| 1995-01-01 | 14.8827044030284000 |
| 1995-02-01 | 15.0321731737961010 |
| 1995-03-01 | 15.1877303568269000 |
| 1995-04-01 | 15.5817384569856000 |
| 1995-05-01 | 15.5047454808976980 |
| 1995-06-01 | 15.9918006407433020 |
| 1995-07-01 | 15.0866161693799000 |
| 1995-08-01 | 15.1841484314475000 |
| 1995-09-01 | 15.4451011786798000 |
| 1995-10-01 | 16.1171787407473030 |
| 1995-11-01 | 16.0760782066400020 |
| 1995-12-01 | 16.5000417957629000 |
| 1996-01-01 | 16.2668696084288000 |
| 1996-02-01 | 16.8953295220409000 |
| 1996-03-01 | 16.7733237973885000 |
| 1996-04-01 | 16.2990171477987000 |
| 1996-05-01 | 16.4205155761630000 |
| 1996-06-01 | 15.8450218760886000 |
| 1996-07-01 | 17.1158431520472000 |
| 1996-08-01 | 17.6491064267306000 |
| 1996-09-01 | 18.0275187992676000 |
| 1996-10-01 | 17.9494229257640000 |
| 1996-11-01 | 18.3240941083396970 |
| 1996-12-01 | 17.6617797724361020 |
| 1997-01-01 | 18.0334235606790000 |
| 1997-02-01 | 17.9747508317563000 |
| 1997-03-01 | 18.4866088112296970 |
| 1997-04-01 | 18.1123296658017000 |
| 1997-05-01 | 18.2445882037975020 |
| 1997-06-01 | 18.1551140118651980 |
| 1997-07-01 | 18.0979137595233970 |
| 1997-08-01 | 18.1548514406428970 |
| 1997-09-01 | 18.2851327615243980 |
| 1997-10-01 | 18.8435975106506000 |
| 1997-11-01 | 19.0395816667872000 |
| 1997-12-01 | 19.3393328578366020 |
| 1998-01-01 | 20.1624007376350000 |
| 1998-02-01 | 19.7648044564035000 |
| 1998-03-01 | 19.6338046970138970 |
| 1998-04-01 | 19.9263217802838000 |
| 1998-05-01 | 19.9122217178025020 |
| 1998-06-01 | 20.3936427372248020 |
| 1998-07-01 | 20.9295629705371020 |
| 1998-08-01 | 20.5579381739636030 |
| 1998-09-01 | 20.4823147151314000 |
| 1998-10-01 | 20.9245429356010000 |
| 1998-11-01 | 20.9736378100794000 |
| 1998-12-01 | 21.4402827072065000 |
| 1999-01-01 | 21.2831730619063000 |
| 1999-02-01 | 21.3840417971175000 |
| 1999-03-01 | 21.6045853501432000 |
| 1999-04-01 | 22.3439058828813000 |
| 1999-05-01 | 21.7071794287478030 |
| 1999-06-01 | 21.9167923011654000 |
| 1999-07-01 | 22.4167479443506000 |
| 1999-08-01 | 22.6172066350636000 |
| 1999-09-01 | 22.3128122050302000 |
| 1999-10-01 | 22.6762389347693980 |
| 1999-11-01 | 22.7837848634762000 |
| 1999-12-01 | 22.8248806453616000 |
| 2000-01-01 | 24.6088348364854000 |
| 2000-02-01 | 24.2836568064853000 |
| 2000-03-01 | 24.2664156509324980 |
| 2000-04-01 | 23.7679114177960000 |
| 2000-05-01 | 23.9272324494368970 |
| 2000-06-01 | 23.9391498443863960 |
| 2000-07-01 | 23.5384858042254000 |
| 2000-08-01 | 23.6933545949268020 |
| 2000-09-01 | 24.1095185684983020 |
| 2000-10-01 | 23.7458804324842000 |
| 2000-11-01 | 23.2491519830173030 |
| 2000-12-01 | 22.6908456282025000 |
| 2001-01-01 | 23.6260674781729000 |
| 2001-02-01 | 23.3550573200457000 |
| 2001-03-01 | 22.9609603829667000 |
| 2001-04-01 | 22.7023766923623000 |
| 2001-05-01 | 22.4918703466666000 |
| 2001-06-01 | 22.2107536452314000 |
| 2001-07-01 | 22.3432817716275000 |
| 2001-08-01 | 22.5790584555110000 |
| 2001-09-01 | 21.7424725573511030 |
| 2001-10-01 | 20.6801393403326000 |
| 2001-11-01 | 20.0019441083227000 |
| 2001-12-01 | 20.1547325272330000 |
| 2002-01-01 | 20.4425934050385000 |
| 2002-02-01 | 20.2405070854468000 |
| 2002-03-01 | 20.2830302688622000 |
| 2002-04-01 | 20.3715269063284000 |
| 2002-05-01 | 20.7047955613323000 |
| 2002-06-01 | 20.8056803427911030 |
| 2002-07-01 | 20.1280188689436020 |
| 2002-08-01 | 20.4727310108495000 |
| 2002-09-01 | 20.1844739913934000 |
| 2002-10-01 | 20.6015686681738970 |
| 2002-11-01 | 21.0129401348455000 |
| 2002-12-01 | 20.8054481936480000 |
| 2003-01-01 | 20.4729213747058020 |
| 2003-02-01 | 20.8944917886900000 |
| 2003-03-01 | 21.3464316107428000 |
| 2003-04-01 | 21.6361456744083000 |
| 2003-05-01 | 22.0715039968229000 |
| 2003-06-01 | 22.4664703831848000 |
| 2003-07-01 | 23.6987627614403960 |
| 2003-08-01 | 23.6003498999479000 |
| 2003-09-01 | 24.0980919448893970 |
| 2003-10-01 | 24.0623628301283960 |
| 2003-11-01 | 24.5049532471914020 |
| 2003-12-01 | 24.9083029052839000 |
| 2004-01-01 | 24.5359748732862000 |
| 2004-02-01 | 24.5814258257708960 |
| 2004-03-01 | 24.8945776659079000 |
| 2004-04-01 | 25.5595208153505000 |
| 2004-05-01 | 26.2576126678076030 |
| 2004-06-01 | 25.9807688599592000 |
| 2004-07-01 | 26.1382298802880000 |
| 2004-08-01 | 26.5776279618271000 |
| 2004-09-01 | 26.3349836546427020 |
| 2004-10-01 | 26.7810851233068980 |
| 2004-11-01 | 26.8775289041510000 |
| 2004-12-01 | 27.3751162803292980 |
| 2005-01-01 | 25.7571690346050000 |
| 2005-02-01 | 26.5446437435843000 |
| 2005-03-01 | 27.0467164427955000 |
| 2005-04-01 | 27.1624494517526000 |
| 2005-05-01 | 27.3300439961433030 |
| 2005-06-01 | 27.5111441529642000 |
| 2005-07-01 | 27.6793841463041980 |
| 2005-08-01 | 27.7050766825908000 |
| 2005-09-01 | 28.3921656533083960 |
| 2005-10-01 | 28.3442173751300000 |
| 2005-11-01 | 29.0375984751465000 |
| 2005-12-01 | 29.3932752118882000 |
| 2006-01-01 | 29.1356419030764000 |
| 2006-02-01 | 29.8175899741675000 |
| 2006-03-01 | 29.7796199316811040 |
| 2006-04-01 | 31.0858276753580000 |
| 2006-05-01 | 30.6968223781381050 |
| 2006-06-01 | 30.9405234806027000 |
| 2006-07-01 | 30.7614054048717000 |
| 2006-08-01 | 30.4044918182445000 |
| 2006-09-01 | 30.9824757292442000 |
| 2006-10-01 | 31.5314248369019980 |
| 2006-11-01 | 31.9125511552634000 |
| 2006-12-01 | 32.3344826556337000 |
| 2007-01-01 | 33.0564927757910000 |
| 2007-02-01 | 33.3854492762951000 |
| 2007-03-01 | 33.6497448037771040 |
| 2007-04-01 | 29.9081416427198970 |
| 2007-05-01 | 30.4724821968850000 |
| 2007-06-01 | 30.1298926092871000 |
| 2007-07-01 | 30.1183946008651020 |
| 2007-08-01 | 30.1460419399633960 |
| 2007-09-01 | 31.1259805122241030 |
| 2007-10-01 | 30.1043650453657000 |
| 2007-11-01 | 29.5845051905156000 |
| 2007-12-01 | 29.9846589841676000 |
| 2008-01-01 | 29.4840632481830000 |
| 2008-02-01 | 29.3715292593289000 |
| 2008-03-01 | 29.3903050606661970 |
| 2008-04-01 | 28.9608741686519020 |
| 2008-05-01 | 29.1403011341687020 |
| 2008-06-01 | 28.8522632897838030 |
| 2008-07-01 | 29.1098639786523000 |
| 2008-08-01 | 29.0891675910169000 |
| 2008-09-01 | 28.3926425924748000 |
| 2008-10-01 | 27.6432537963727000 |
| 2008-11-01 | 26.6205069026219970 |
| 2008-12-01 | 25.2957800209096000 |
| 2009-01-01 | 25.1844280085970030 |
| 2009-02-01 | 24.2929463061124000 |
| 2009-03-01 | 23.5648260554830000 |
| 2009-04-01 | 21.7863236066822000 |
| 2009-05-01 | 22.5627353039795000 |
| 2009-06-01 | 22.4196287994339980 |
| 2009-07-01 | 22.8478598104833030 |
| 2009-08-01 | 21.9979064888471040 |
| 2009-09-01 | 21.2900151707744000 |
| 2009-10-01 | 21.7742155792958020 |
| 2009-11-01 | 22.0932790186091000 |
| 2009-12-01 | 21.5977939668761000 |
| 2010-01-01 | 21.8497349948217020 |
| 2010-02-01 | 22.1704876184449020 |
| 2010-03-01 | 22.5535583114936030 |
| 2010-04-01 | 22.9637574159283030 |
| 2010-05-01 | 22.9952757349362000 |
| 2010-06-01 | 23.3014963678910000 |
| 2010-07-01 | 23.2678640109415000 |
| 2010-08-01 | 23.5745939285626030 |
| 2010-09-01 | 24.3076482262645000 |
| 2010-10-01 | 25.0311558336283970 |
| 2010-11-01 | 24.8515576318860000 |
| 2010-12-01 | 24.5931405945448030 |
| 2011-01-01 | 26.3160097890268000 |
| 2011-02-01 | 26.4745675599048000 |
| 2011-03-01 | 26.7618450361298000 |
| 2011-04-01 | 26.8917823972474000 |
| 2011-05-01 | 27.3694391216246020 |
| 2011-06-01 | 27.4441527351072000 |
| 2011-07-01 | 28.0019018754479000 |
| 2011-08-01 | 27.4039734014491040 |
| 2011-09-01 | 27.5304441290913000 |
| 2011-10-01 | 26.1379836934615000 |
| 2011-11-01 | 27.2090444407501980 |
| 2011-12-01 | 27.6850752821236020 |
| 2012-01-01 | 27.5423232684108000 |
| 2012-02-01 | 27.6758556328940020 |
| 2012-03-01 | 28.2861365095262000 |
| 2012-04-01 | 28.6736627580393030 |
| 2012-05-01 | 28.9298363552628000 |
| 2012-06-01 | 29.1955186950105000 |
| 2012-07-01 | 28.1792052050648960 |
| 2012-08-01 | 29.7245005872241030 |
| 2012-09-01 | 29.3249213873694000 |
| 2012-10-01 | 29.1521663846543040 |
| 2012-11-01 | 30.8769676991711000 |
| 2012-12-01 | 29.8636050694789970 |
| 2013-01-01 | 29.5129303454108000 |
| 2013-02-01 | 30.9888485418728980 |
| 2013-03-01 | 30.7976293836746960 |
| 2013-04-01 | 30.1229285292247000 |
| 2013-05-01 | 30.4275007964198960 |
| 2013-06-01 | 30.6430875774235000 |
| 2013-07-01 | 30.8791119888207000 |
| 2013-08-01 | 30.9036431195793960 |
| 2013-09-01 | 33.0202306993348960 |
| 2013-10-01 | 31.0848238413514000 |
| 2013-11-01 | 30.9593993795604980 |
| 2013-12-01 | 30.9522896866898980 |
| 2014-01-01 | 30.8816584475718000 |
| 2014-02-01 | 31.1360520077721000 |
| 2014-03-01 | 31.4654114412540020 |
| 2014-04-01 | 31.8235979290603980 |
| 2014-05-01 | 31.5792523901050000 |
| 2014-06-01 | 31.7639700157019000 |
| 2014-07-01 | 30.8162432660457000 |
| 2014-08-01 | 30.7784021404016950 |
| 2014-09-01 | 30.7495304304103000 |
| 2014-10-01 | 30.6091869638075020 |
| 2014-11-01 | 30.5841946663600020 |
| 2014-12-01 | 30.7014480957840020 |
| 2015-01-01 | 30.1823683470988970 |
| 2015-02-01 | 29.3997045513461970 |
| 2015-03-01 | 28.5327034345678000 |
| 2015-04-01 | 28.7083225663733000 |
| 2015-05-01 | 28.9298487785923000 |
| 2015-06-01 | 28.6652553495231000 |
| 2015-07-01 | 29.6117824839448960 |
| 2015-08-01 | 29.5873930160096030 |
| 2015-09-01 | 28.8737313638708030 |
| 2015-10-01 | 29.1851406632975000 |
| 2015-11-01 | 28.6778080564285000 |
| 2015-12-01 | 29.5805719353388030 |
| 2016-01-01 | 28.4173224195703040 |
| 2016-02-01 | 28.7056953354455000 |
| 2016-03-01 | 28.6395663528977020 |
| 2016-04-01 | 29.0559353365300000 |
| 2016-05-01 | 28.9426547347696000 |
| 2016-06-01 | 28.5749176633008020 |
| 2016-07-01 | 28.9011905216492980 |
| 2016-08-01 | 28.7061682949259000 |
| 2016-09-01 | 29.0439730068136000 |
| 2016-10-01 | 28.1041849640891040 |
| 2016-11-01 | 29.9151894432607970 |
| 2016-12-01 | 27.6235591245591000 |
| 2017-01-01 | 27.3795922742970000 |
| 2017-02-01 | 27.1237678783370020 |
| 2017-03-01 | 27.5927204374106020 |
| 2017-04-01 | 26.7896401534978960 |
| 2017-05-01 | 26.7530764670306030 |
| 2017-06-01 | 26.5606835137049000 |
| 2017-07-01 | 26.2360079408946980 |
| 2017-08-01 | 26.4535832546793980 |
| 2017-09-01 | 27.2909964360734000 |
| 2017-10-01 | 26.6672240614433000 |
| 2017-11-01 | 27.0820981371433000 |
| 2017-12-01 | 26.2679094552718980 |
| 2018-01-01 | 27.6367026130956040 |
| 2018-02-01 | 28.1284997421653000 |
| 2018-03-01 | 27.9175550939793950 |
| 2018-04-01 | 28.8423891500961960 |
| 2018-05-01 | 29.0908277990138020 |
| 2018-06-01 | 29.8047335482751020 |
| 2018-07-01 | 29.8091017170356030 |
| 2018-08-01 | 29.2851736955835020 |
| 2018-09-01 | 29.2265316590157980 |
| 2018-10-01 | 30.0171632583017000 |
| 2018-11-01 | 29.8459439808556050 |
| 2018-12-01 | 30.3112885468937030 |
| 2019-01-01 | 30.1423674266053960 |
| 2019-02-01 | 29.6922877397091000 |
| 2019-03-01 | 29.5543878744380000 |
| 2019-04-01 | 29.9178635742963000 |
| 2019-05-01 | 30.1946636114088950 |
| 2019-06-01 | 30.3431264164343020 |
| 2019-07-01 | 30.2688179880081020 |
| 2019-08-01 | 30.7707504066978040 |
| 2019-09-01 | 31.2036533181648960 |
| 2019-10-01 | 30.9887128344126030 |
| 2019-11-01 | 31.1957949459860980 |
| 2019-12-01 | 30.8332501355618000 |
| 2020-01-01 | 30.7447603175018960 |
| 2020-02-01 | 31.9150548946081970 |
| 2020-03-01 | 31.8063844726638970 |
| 2020-04-01 | 23.7659146816486030 |
| 2020-05-01 | 24.8618788382679980 |
| 2020-06-01 | 26.1393886715029000 |
| 2020-07-01 | 27.1150408506796980 |
| 2020-08-01 | 28.6649259450086000 |
| 2020-09-01 | 27.7621981743243040 |
| 2020-10-01 | 30.1993290551536050 |
| 2020-11-01 | 31.1432279090350000 |
| 2020-12-01 | 31.8263673217059000 |
| 2021-01-01 | 32.4833149850976100 |
| 2021-02-01 | 31.4494557600433030 |
| 2021-03-01 | 33.1694525178609000 |
| 2021-04-01 | 31.5786892203361020 |
| 2021-05-01 | 32.0148318006800000 |
| 2021-06-01 | 31.6049135864783000 |
| 2021-07-01 | 32.7581317418387950 |
| 2021-08-01 | 33.0831659920986000 |
| 2021-09-01 | 34.0951033461854960 |
| 2021-10-01 | 36.4750963832136040 |
| 2021-11-01 | 35.7763077491313000 |
| 2021-12-01 | 36.2930838942155000 |
| 2022-01-01 | 37.7501949833005000 |
| 2022-02-01 | 38.5013787969430000 |
| 2022-03-01 | 38.6842578430773000 |
| 2022-04-01 | 38.7808662536199000 |
| 2022-05-01 | 38.7141965898196000 |
| 2022-06-01 | 38.3682309303984000 |
| 2022-07-01 | 38.4807098471433950 |
| 2022-08-01 | 38.2084524984856060 |
| 2022-09-01 | 37.6453406504955000 |
| 2022-10-01 | 37.8631363320147050 |
| 2022-11-01 | 36.2329692429663000 |
| 2022-12-01 | 37.4893513879771000 |
| 2023-01-01 | 37.4570136131520000 |
| 2023-02-01 | 36.9927947789669960 |
| 2023-03-01 | 37.3495302890779000 |
| 2023-04-01 | 36.8225907485870000 |
| 2023-05-01 | 36.3590685003612040 |
| 2023-06-01 | 35.5805622351835000 |
| 2023-07-01 | 35.8350182419195000 |
| 2023-08-01 | 34.6536474807348040 |
| 2023-09-01 | 35.4190229048697060 |
| 2023-10-01 | 35.2189767917427050 |
| 2023-11-01 | 35.0764396779966960 |
| 2023-12-01 | 35.0792431264717000 |
| 2024-01-01 | 35.0739441331988000 |
| 2024-02-01 | 35.6637339959556000 |
| 2024-03-01 | 35.5848591273945000 |
| 2024-04-01 | 36.2629087942779000 |
| 2024-05-01 | 36.3022869949457960 |
| 2024-06-01 | 36.3650268005783000 |
| 2024-07-01 | 35.7219978994017000 |
| 2024-08-01 | 36.0982175393984000 |
| 2024-09-01 | 35.9127041960826000 |
| 2024-10-01 | 35.1336356378480000 |
