NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Other Services in Dallas-Plano-Irving, TX (MD) Series ID: SMU48191248000000001SA 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 2024-04-01 Last Updated: 2024-05-18 4:32 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU48191248000000001). 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 51.969357284902900 1990-02-01 52.158954262011390 1990-03-01 52.381177400791906 1990-04-01 53.062879783444500 1990-05-01 53.292565973953100 1990-06-01 53.213016724405500 1990-07-01 53.393153112895604 1990-08-01 53.941537188480794 1990-09-01 53.826281662010500 1990-10-01 53.672430324835396 1990-11-01 53.712677752579495 1990-12-01 53.637418747197600 1991-01-01 53.818988642785300 1991-02-01 53.840284212640800 1991-03-01 53.944956453134395 1991-04-01 53.898897390034400 1991-05-01 54.242137664966094 1991-06-01 54.460099758197000 1991-07-01 54.443989611423900 1991-08-01 54.649581744231400 1991-09-01 54.804351210483500 1991-10-01 54.939206643275604 1991-11-01 55.116764808101600 1991-12-01 55.218191413981295 1992-01-01 55.053794143268206 1992-02-01 55.219265703120800 1992-03-01 55.396709645025500 1992-04-01 56.045533609548400 1992-05-01 55.416910641213796 1992-06-01 55.547190621926300 1992-07-01 55.694027775709294 1992-08-01 55.275535679874600 1992-09-01 55.302849418922210 1992-10-01 55.253275071002400 1992-11-01 55.283635034275996 1992-12-01 55.433062377620004 1993-01-01 56.152782192377900 1993-02-01 56.215307839802200 1993-03-01 56.484575773578904 1993-04-01 56.009006807457600 1993-05-01 56.273013377783700 1993-06-01 56.363252427705000 1993-07-01 56.513891852673000 1993-08-01 56.817713379700095 1993-09-01 56.794603794290710 1993-10-01 57.078560680117704 1993-11-01 57.134098167908896 1993-12-01 57.236238623436900 1994-01-01 57.386253490129995 1994-02-01 57.382014659111700 1994-03-01 57.643910601445290 1994-04-01 57.761280316853100 1994-05-01 57.877520939135100 1994-06-01 58.025623529673600 1994-07-01 58.296761774941000 1994-08-01 58.456413051065290 1994-09-01 58.935177628561400 1994-10-01 59.554285568206900 1994-11-01 60.196992105097100 1994-12-01 60.073928235498800 1995-01-01 60.069788800284100 1995-02-01 59.963232470848500 1995-03-01 60.155682825598000 1995-04-01 60.134155209393604 1995-05-01 60.429460278261004 1995-06-01 60.778827857790600 1995-07-01 61.056977905716710 1995-08-01 61.432262211060600 1995-09-01 61.745280797388400 1995-10-01 61.112790474221704 1995-11-01 61.254443667141295 1995-12-01 61.257228302819390 1996-01-01 61.384463403944000 1996-02-01 61.810302195418700 1996-03-01 61.923408718290500 1996-04-01 62.424855410398294 1996-05-01 62.664480779413500 1996-06-01 62.744769726000996 1996-07-01 62.811551416914796 1996-08-01 62.919871120771000 1996-09-01 63.134896167825495 1996-10-01 63.510002015132706 1996-11-01 63.787331543559400 1996-12-01 64.105978815124100 1997-01-01 64.291225958124900 1997-02-01 64.332931603399200 1997-03-01 64.300501604486600 1997-04-01 64.189482492172500 1997-05-01 64.631894559660000 1997-06-01 64.634911933263600 1997-07-01 64.154635888643000 1997-08-01 64.489066478526800 1997-09-01 64.658663927184890 1997-10-01 64.715570684128200 1997-11-01 65.164671589787500 1997-12-01 65.325001547020500 1998-01-01 64.830697616081000 1998-02-01 65.031390061051100 1998-03-01 64.730065310854100 1998-04-01 65.446195698915700 1998-05-01 65.505768550926900 1998-06-01 65.428668042250210 1998-07-01 66.235135030166400 1998-08-01 66.508835442299900 1998-09-01 66.943144797896700 1998-10-01 67.020566946434100 1998-11-01 67.345043052891100 1998-12-01 67.802429434622800 1999-01-01 67.559411737520890 1999-02-01 67.634149962212100 1999-03-01 67.580251157512590 1999-04-01 67.581251120069200 1999-05-01 67.866188710891400 1999-06-01 68.189687176585210 1999-07-01 68.645623009006500 1999-08-01 69.027923391828210 1999-09-01 68.968022225269690 1999-10-01 69.494081749677200 1999-11-01 69.652725946427000 1999-12-01 69.716635106658600 2000-01-01 70.214862277510300 2000-02-01 70.325450168640000 2000-03-01 70.667788874624400 2000-04-01 71.006122893001200 2000-05-01 71.155110372446400 2000-06-01 70.796211595734800 2000-07-01 71.436663881507400 2000-08-01 71.549910984599800 2000-09-01 72.004822155082410 2000-10-01 72.540576454952000 2000-11-01 72.489089229565100 2000-12-01 72.105769071038710 2001-01-01 73.458532554995100 2001-02-01 73.664069848870100 2001-03-01 73.754771215587300 2001-04-01 73.455015692372090 2001-05-01 73.254150549030910 2001-06-01 73.424713549912200 2001-07-01 72.350538969953700 2001-08-01 72.754043949789100 2001-09-01 72.589303931971090 2001-10-01 72.006977960209410 2001-11-01 72.314799368818500 2001-12-01 72.107863122775710 2002-01-01 71.537489175776500 2002-02-01 71.647195838020600 2002-03-01 72.036212991816410 2002-04-01 72.515313507956590 2002-05-01 72.853747217338710 2002-06-01 72.658046579378700 2002-07-01 72.350262122963410 2002-08-01 72.764245445511900 2002-09-01 73.264417224794000 2002-10-01 73.828810108165900 2002-11-01 74.186858332561200 2002-12-01 74.004338295663000 2003-01-01 75.116362989779200 2003-02-01 75.004082638577800 2003-03-01 75.841945299049800 2003-04-01 74.570418519003200 2003-05-01 74.527064715316500 2003-06-01 74.197174147358410 2003-07-01 75.085138582814790 2003-08-01 75.347280106352090 2003-09-01 75.123525237209900 2003-10-01 74.887250632906900 2003-11-01 74.772004159830590 2003-12-01 74.811663334660300 2004-01-01 74.988062610104590 2004-02-01 75.148305246987800 2004-03-01 75.963556413128500 2004-04-01 74.515555793796710 2004-05-01 74.077967380469700 2004-06-01 73.776765027968790 2004-07-01 73.505748538748900 2004-08-01 72.914199084720900 2004-09-01 72.657137800569800 2004-10-01 72.645251817586600 2004-11-01 72.385019458856700 2004-12-01 72.610073198524700 2005-01-01 72.309102204317500 2005-02-01 72.512048483158710 2005-03-01 73.420015472875500 2005-04-01 73.518949689606700 2005-05-01 74.378918111437400 2005-06-01 73.652814539716500 2005-07-01 73.032915904829000 2005-08-01 73.069927446546100 2005-09-01 73.033931875581700 2005-10-01 72.942068165054300 2005-11-01 73.047984917731000 2005-12-01 73.162531379607500 2006-01-01 73.332238984977900 2006-02-01 73.266997822980600 2006-03-01 73.787411733615580 2006-04-01 74.766767195347090 2006-05-01 74.778428463230600 2006-06-01 74.966713623273210 2006-07-01 75.871765292160500 2006-08-01 75.967964416787700 2006-09-01 76.409581402093700 2006-10-01 76.807921367468000 2006-11-01 77.224179891896710 2006-12-01 77.152129791867710 2007-01-01 73.776496471704900 2007-02-01 74.226834484706200 2007-03-01 74.063256281136590 2007-04-01 73.377000561957900 2007-05-01 73.956691083640410 2007-06-01 74.405024596072410 2007-07-01 73.938666758540900 2007-08-01 73.966945877444420 2007-09-01 73.723988884150090 2007-10-01 73.082579965012090 2007-11-01 72.872755895371500 2007-12-01 72.634001628212300 2008-01-01 72.814306035024300 2008-02-01 72.558497021698500 2008-03-01 71.521389440894200 2008-04-01 72.252541189301910 2008-05-01 72.874976183521000 2008-06-01 72.479649825096290 2008-07-01 72.438350948616200 2008-08-01 72.618688226966300 2008-09-01 72.966073948003600 2008-10-01 72.434368436167900 2008-11-01 72.005398370823200 2008-12-01 71.936191441877300 2009-01-01 71.509099166035090 2009-02-01 71.328946335029200 2009-03-01 70.926424612380800 2009-04-01 71.088616567881400 2009-05-01 71.140663200839500 2009-06-01 71.005399376912690 2009-07-01 70.783030970391700 2009-08-01 70.723775759969800 2009-09-01 70.343096072542700 2009-10-01 70.690478343443910 2009-11-01 71.054823288597090 2009-12-01 70.992552337034800 2010-01-01 70.923828432149290 2010-02-01 70.873323263864700 2010-03-01 70.842461773572710 2010-04-01 69.983053063397110 2010-05-01 70.189563615888000 2010-06-01 70.288161635292400 2010-07-01 70.412757302532000 2010-08-01 70.415682931906800 2010-09-01 70.422859907691700 2010-10-01 70.778242042215410 2010-11-01 70.665443977419600 2010-12-01 70.821824147161900 2011-01-01 71.027389654280700 2011-02-01 71.259132523911800 2011-03-01 71.478748887737410 2011-04-01 71.859384526764500 2011-05-01 72.071749483717800 2011-06-01 72.283481592268800 2011-07-01 72.762987277450590 2011-08-01 72.823447534750700 2011-09-01 73.949618459907000 2011-10-01 73.406053112124200 2011-11-01 73.439166433768210 2011-12-01 73.662920747229400 2012-01-01 74.000341918128700 2012-02-01 74.106553003610590 2012-03-01 74.206440042970000 2012-04-01 74.238200868190590 2012-05-01 74.484644733246300 2012-06-01 74.591949397164710 2012-07-01 74.585312355306800 2012-08-01 74.687585680441900 2012-09-01 74.323962910041800 2012-10-01 74.885247304666500 2012-11-01 75.020228490981510 2012-12-01 75.192283773378800 2013-01-01 74.811559137782400 2013-02-01 75.234400266258500 2013-03-01 75.532474644637100 2013-04-01 75.732942555929000 2013-05-01 76.039599060988410 2013-06-01 76.285263730690590 2013-07-01 76.666201333400900 2013-08-01 76.961039412214300 2013-09-01 77.309244820481700 2013-10-01 77.226864073477000 2013-11-01 77.599967478534700 2013-12-01 77.752459000777800 2014-01-01 78.481551101109900 2014-02-01 78.455026011605500 2014-03-01 78.638182040428200 2014-04-01 78.874778524967300 2014-05-01 79.083164018300000 2014-06-01 79.425738960336500 2014-07-01 79.794038516678910 2014-08-01 79.824787102251300 2014-09-01 79.240394304286910 2014-10-01 80.010192795314410 2014-11-01 80.147121747470210 2014-12-01 80.320606628738700 2015-01-01 80.471081441977800 2015-02-01 80.774905976109510 2015-03-01 80.903145607743080 2015-04-01 78.719864857363400 2015-05-01 78.973104518745400 2015-06-01 79.456841750661400 2015-07-01 80.003005950143300 2015-08-01 79.962858511772600 2015-09-01 79.147164042256900 2015-10-01 79.899500689125590 2015-11-01 80.044894473179600 2015-12-01 80.186618240796100 2016-01-01 80.609216883100400 2016-02-01 80.878613138053710 2016-03-01 80.949360716403500 2016-04-01 81.167378245088800 2016-05-01 82.034657559576800 2016-06-01 81.479563300398800 2016-07-01 81.611369037116500 2016-08-01 81.463735765381700 2016-09-01 81.767293058399800 2016-10-01 81.923586517603300 2016-11-01 82.300222999825100 2016-12-01 82.617925365487410 2017-01-01 81.998221773414800 2017-02-01 82.321306095139200 2017-03-01 82.710796580735200 2017-04-01 82.861999154061790 2017-05-01 82.755998694634200 2017-06-01 82.799131155468600 2017-07-01 82.747411988830490 2017-08-01 82.912844771851000 2017-09-01 83.270015625843100 2017-10-01 83.548779035849700 2017-11-01 83.534481782522010 2017-12-01 83.881427153998800 2018-01-01 83.426260779449310 2018-02-01 83.504449545115990 2018-03-01 83.589115796039800 2018-04-01 84.030973453542200 2018-05-01 84.187328680161580 2018-06-01 84.690280446568600 2018-07-01 84.792566409333800 2018-08-01 84.960100065310100 2018-09-01 85.197274372100710 2018-10-01 85.420111092910590 2018-11-01 85.334524445442000 2018-12-01 85.322718516771300 2019-01-01 85.491068114858700 2019-02-01 85.953531795179600 2019-03-01 86.205243262565500 2019-04-01 86.264422886910500 2019-05-01 86.855220750587500 2019-06-01 86.741715198820910 2019-07-01 86.547221517402590 2019-08-01 86.622615513514400 2019-09-01 86.662735572513500 2019-10-01 86.646289532301510 2019-11-01 87.090952155306580 2019-12-01 87.479160913459580 2020-01-01 87.779073123409500 2020-02-01 88.037628548571420 2020-03-01 85.783637635109700 2020-04-01 63.197389241589500 2020-05-01 67.135995700117500 2020-06-01 71.876697377043580 2020-07-01 72.567202031422000 2020-08-01 73.558852180994590 2020-09-01 74.360707270886000 2020-10-01 76.118266749988010 2020-11-01 76.127933955940800 2020-12-01 76.541324770498000 2021-01-01 77.901901905280510 2021-02-01 76.857190093107590 2021-03-01 78.305265725608100 2021-04-01 79.460633229272400 2021-05-01 80.216441869291300 2021-06-01 80.367950190152900 2021-07-01 82.419108487143200 2021-08-01 82.676571839776500 2021-09-01 83.288404465511000 2021-10-01 84.130588064535290 2021-11-01 84.229594464666090 2021-12-01 85.082683848547400 2022-01-01 85.333513775021590 2022-02-01 86.214458434010700 2022-03-01 86.486696058938110 2022-04-01 87.203658272030300 2022-05-01 87.623217039666290 2022-06-01 87.180707818667910 2022-07-01 89.070544294658590 2022-08-01 89.455097334549690 2022-09-01 90.135138315991900 2022-10-01 90.414405222413300 2022-11-01 91.072925378685300 2022-12-01 91.063450408028800 2023-01-01 91.665309721633590 2023-02-01 91.729794692162220 2023-03-01 92.230931676059500 2023-04-01 92.352919637289200 2023-05-01 92.873564203039920 2023-06-01 93.061352567158690 2023-07-01 93.240178331136000 2023-08-01 93.853201955470800 2023-09-01 94.206641930913690 2023-10-01 94.716578613246710 2023-11-01 94.684773624701800 2023-12-01 96.487749813551900 2024-01-01 98.945635280097900 2024-02-01 98.273576793475910 2024-03-01 99.072731697455600 2024-04-01 99.280771762512910