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: Education and Health Services: Private Education and Health Services in Dallas-Plano-Irving, TX (MD) Series ID: SMU48191246500000001SA 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 6:03 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/SMU48191246500000001). 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 1990-01-01 108.66691833822901 1990-02-01 109.65821437767800 1990-03-01 110.16871514141899 1990-04-01 110.70403601943701 1990-05-01 111.73145128816401 1990-06-01 112.43468777188200 1990-07-01 113.30054186083700 1990-08-01 114.37889156533001 1990-09-01 114.20629528111300 1990-10-01 114.51339578504101 1990-11-01 115.39742856466400 1990-12-01 115.64722813589600 1991-01-01 114.24356569368300 1991-02-01 114.91633108376400 1991-03-01 116.00261620616900 1991-04-01 117.21757693434000 1991-05-01 117.65363208610901 1991-06-01 117.93763260162001 1991-07-01 119.20578097826599 1991-08-01 119.50331626871300 1991-09-01 119.76206024791200 1991-10-01 120.45200593069000 1991-11-01 120.92190727006100 1991-12-01 121.55773306368100 1992-01-01 122.65635757642401 1992-02-01 123.34319613585000 1992-03-01 123.56681968547599 1992-04-01 123.80773125476900 1992-05-01 124.03782078349800 1992-06-01 124.28454957282801 1992-07-01 124.66207682735902 1992-08-01 125.96928003384701 1992-09-01 126.32953980861800 1992-10-01 127.47381206125700 1992-11-01 127.13863363088100 1992-12-01 127.64001803136999 1993-01-01 127.81686374495399 1993-02-01 127.99219961318300 1993-03-01 128.61190275097000 1993-04-01 127.50228298364000 1993-05-01 127.94181318934300 1993-06-01 128.43382975091498 1993-07-01 128.98475952948400 1993-08-01 129.07724313580800 1993-09-01 129.85410120509700 1993-10-01 129.85617065093500 1993-11-01 130.19242621867600 1993-12-01 130.75175950468798 1994-01-01 130.83579428279400 1994-02-01 131.02387476597798 1994-03-01 131.21104777693800 1994-04-01 132.95385563978002 1994-05-01 133.10075684060500 1994-06-01 133.96857000090900 1994-07-01 134.71108075642700 1994-08-01 134.67522312112700 1994-09-01 135.14510642398600 1994-10-01 135.76574307081600 1994-11-01 136.55091668719800 1994-12-01 136.96130258495100 1995-01-01 137.19859764138300 1995-02-01 137.83436602909200 1995-03-01 138.52065036347500 1995-04-01 140.49947863790200 1995-05-01 140.86248684825702 1995-06-01 141.62196434284402 1995-07-01 141.90927593926100 1995-08-01 142.72149491254600 1995-09-01 143.49779708550000 1995-10-01 144.52427475100700 1995-11-01 145.31657179423001 1995-12-01 145.80487944105698 1996-01-01 146.28499798961000 1996-02-01 146.50764492606400 1996-03-01 147.42170998249202 1996-04-01 147.02577552151502 1996-05-01 147.66327870225300 1996-06-01 147.74960386780600 1996-07-01 147.02894895129998 1996-08-01 147.69625254594600 1996-09-01 148.32029699172500 1996-10-01 149.93777935449498 1996-11-01 150.76817877902700 1996-12-01 151.14201770343400 1997-01-01 153.34227894972202 1997-02-01 154.35111626130399 1997-03-01 155.19401305497100 1997-04-01 155.13234286892700 1997-05-01 156.51880146254400 1997-06-01 156.93982092579398 1997-07-01 157.91929076366100 1997-08-01 158.72067426980700 1997-09-01 159.83749540688498 1997-10-01 158.42163970638902 1997-11-01 158.58849242678600 1997-12-01 158.61737101333100 1998-01-01 158.64459508993700 1998-02-01 159.12332257025200 1998-03-01 159.05761829155500 1998-04-01 160.43398397411300 1998-05-01 160.11683950891800 1998-06-01 160.57297614056000 1998-07-01 160.48396445210400 1998-08-01 160.54167786861300 1998-09-01 160.69853466385000 1998-10-01 159.75222530438700 1998-11-01 160.79132057233699 1998-12-01 160.89501200612700 1999-01-01 160.90356368395598 1999-02-01 160.87897293722799 1999-03-01 160.86673608479000 1999-04-01 160.70280252947000 1999-05-01 160.40874635135300 1999-06-01 160.66548974548800 1999-07-01 161.52974585510600 1999-08-01 162.22199660604900 1999-09-01 162.71274918965202 1999-10-01 163.56919036349000 1999-11-01 163.76854475462700 1999-12-01 164.01295237814000 2000-01-01 163.44365409630200 2000-02-01 163.29479089626700 2000-03-01 164.37203866787800 2000-04-01 164.26108098388000 2000-05-01 164.88102087450900 2000-06-01 165.18075321257300 2000-07-01 165.69918522337400 2000-08-01 165.92560064297400 2000-09-01 167.15412216284400 2000-10-01 166.99949861927098 2000-11-01 167.13648158252400 2000-12-01 167.40735046402000 2001-01-01 169.58497760929600 2001-02-01 170.37028732963898 2001-03-01 170.87772349148400 2001-04-01 171.58441819535700 2001-05-01 172.60272485894500 2001-06-01 174.68397167740503 2001-07-01 174.34290461349900 2001-08-01 174.69409000777700 2001-09-01 174.79252869696202 2001-10-01 175.01782005376998 2001-11-01 175.48193578234900 2001-12-01 175.90032478879903 2002-01-01 177.57192235330600 2002-02-01 178.06008787873100 2002-03-01 178.22681848301700 2002-04-01 179.01684576406800 2002-05-01 179.95140020764000 2002-06-01 179.60280813698200 2002-07-01 178.68568514095800 2002-08-01 179.87388592408300 2002-09-01 180.43056028164798 2002-10-01 180.33749158058700 2002-11-01 181.42365122609903 2002-12-01 182.13651874396800 2003-01-01 184.98436051239202 2003-02-01 184.70767976742500 2003-03-01 185.18885104504200 2003-04-01 184.70760638245300 2003-05-01 185.14288221600800 2003-06-01 185.47925054316602 2003-07-01 186.20742862692200 2003-08-01 186.52934234200500 2003-09-01 186.51451696304900 2003-10-01 187.35957821646198 2003-11-01 187.54185226869800 2003-12-01 187.14959460422000 2004-01-01 186.48002468401300 2004-02-01 186.88035261321800 2004-03-01 187.58867130247700 2004-04-01 188.78089248763803 2004-05-01 189.28429392578800 2004-06-01 188.63884708247897 2004-07-01 190.35311084554502 2004-08-01 190.74282009207500 2004-09-01 191.26521127986598 2004-10-01 192.98261306633597 2004-11-01 193.88056631146400 2004-12-01 194.91754998002400 2005-01-01 193.94955114273898 2005-02-01 194.33575600685500 2005-03-01 194.74915108798803 2005-04-01 196.20842467020302 2005-05-01 196.55787008735200 2005-06-01 196.00590477336100 2005-07-01 198.83651629295602 2005-08-01 198.52773899755698 2005-09-01 199.50790780300701 2005-10-01 200.82473357466400 2005-11-01 201.03221823752602 2005-12-01 201.34903579848998 2006-01-01 203.20478501469600 2006-02-01 203.39307048713002 2006-03-01 203.01169598074700 2006-04-01 204.49741533820100 2006-05-01 204.88141414985300 2006-06-01 206.97218324543200 2006-07-01 206.78335046512500 2006-08-01 209.33010775266100 2006-09-01 210.44437703613900 2006-10-01 210.61305634984402 2006-11-01 211.45540860366700 2006-12-01 213.23661270202400 2007-01-01 213.06673788203900 2007-02-01 215.04604032805100 2007-03-01 216.95154568741900 2007-04-01 217.07457667189800 2007-05-01 218.22472658804298 2007-06-01 218.99780104050300 2007-07-01 219.09564325348202 2007-08-01 220.31522452563203 2007-09-01 220.98521610854500 2007-10-01 221.59177588226100 2007-11-01 222.74112091166802 2007-12-01 223.20637120012200 2008-01-01 224.97948117539298 2008-02-01 226.65745845947900 2008-03-01 226.27932785600800 2008-04-01 225.38035702870098 2008-05-01 227.45832922667600 2008-06-01 226.91608390373600 2008-07-01 228.28901145309501 2008-08-01 228.74529769052200 2008-09-01 229.37585498599998 2008-10-01 229.55517017219600 2008-11-01 230.92453614754300 2008-12-01 232.12092448481602 2009-01-01 233.44484162840303 2009-02-01 234.11125026452302 2009-03-01 235.12226699029400 2009-04-01 235.94671173533902 2009-05-01 236.99631187752400 2009-06-01 238.17453606354800 2009-07-01 239.82331819101200 2009-08-01 240.27907865982700 2009-09-01 241.54013244676300 2009-10-01 243.48702978027700 2009-11-01 244.04019793491298 2009-12-01 244.76093460957400 2010-01-01 243.98531795778598 2010-02-01 244.81935487264600 2010-03-01 246.24017493592400 2010-04-01 247.58524592868700 2010-05-01 248.38677634031400 2010-06-01 249.35154911576600 2010-07-01 249.18313049553500 2010-08-01 249.96948083875900 2010-09-01 249.94345207890700 2010-10-01 251.39496299840800 2010-11-01 251.61353844699298 2010-12-01 252.30727852275200 2011-01-01 252.95568103068100 2011-02-01 252.22186635043200 2011-03-01 253.91342213580900 2011-04-01 254.85822698545502 2011-05-01 255.64024121600800 2011-06-01 256.71446370324800 2011-07-01 258.09084188572496 2011-08-01 258.20924386940800 2011-09-01 259.58039771075600 2011-10-01 258.81505734054700 2011-11-01 259.12961372475200 2011-12-01 260.13940564184600 2012-01-01 260.72301264085700 2012-02-01 261.46762624668200 2012-03-01 262.09697012453097 2012-04-01 261.68276293915100 2012-05-01 261.38766448366300 2012-06-01 261.72990607279500 2012-07-01 261.60631550926400 2012-08-01 261.95761581249300 2012-09-01 262.40917579808604 2012-10-01 261.98302492679100 2012-11-01 262.32283854643800 2012-12-01 262.86610620515700 2013-01-01 262.31529859841800 2013-02-01 263.42656502085800 2013-03-01 263.63218091765200 2013-04-01 264.96784591316400 2013-05-01 265.62457530464900 2013-06-01 265.94514649334700 2013-07-01 266.22595800638500 2013-08-01 267.61210785100600 2013-09-01 269.03974439819500 2013-10-01 269.52477772138803 2013-11-01 270.90762705193500 2013-12-01 271.24581453748800 2014-01-01 272.84456839774800 2014-02-01 273.70227964821400 2014-03-01 274.49674035395003 2014-04-01 274.73076347485600 2014-05-01 275.63454033046600 2014-06-01 276.72672129374100 2014-07-01 277.20348495206700 2014-08-01 278.72949729019297 2014-09-01 279.40389653594500 2014-10-01 281.11479983792900 2014-11-01 282.31432861804700 2014-12-01 283.50896413428500 2015-01-01 282.48192322339900 2015-02-01 282.96142075683900 2015-03-01 283.34765667339300 2015-04-01 285.81624552826600 2015-05-01 287.60494789087000 2015-06-01 288.80499258967500 2015-07-01 290.05926417423800 2015-08-01 290.81727799848204 2015-09-01 290.25746069560200 2015-10-01 292.22249923288500 2015-11-01 293.46539331624600 2015-12-01 294.32663802516800 2016-01-01 295.36177171002100 2016-02-01 296.04038473491300 2016-03-01 296.54771151761500 2016-04-01 296.88306566282600 2016-05-01 297.50840681644000 2016-06-01 297.78940480268200 2016-07-01 298.91881129844500 2016-08-01 299.78008268732600 2016-09-01 301.16812819164100 2016-10-01 301.72066118922300 2016-11-01 301.91991512316800 2016-12-01 302.05342408617400 2017-01-01 304.48428154591403 2017-02-01 305.57620925107600 2017-03-01 306.68399725064300 2017-04-01 307.25137980687000 2017-05-01 307.38988958582297 2017-06-01 308.81878204104900 2017-07-01 306.46770238942800 2017-08-01 307.32493167776000 2017-09-01 308.32587490278100 2017-10-01 308.20228487459997 2017-11-01 308.70688150019500 2017-12-01 309.52960537997103 2018-01-01 310.44108747217900 2018-02-01 310.82157638841000 2018-03-01 311.80422557014600 2018-04-01 311.04997095448300 2018-05-01 311.78899499523500 2018-06-01 313.47361850223700 2018-07-01 314.38822220357300 2018-08-01 315.36408400318100 2018-09-01 315.49050972065300 2018-10-01 315.59809087967400 2018-11-01 316.06190842940600 2018-12-01 317.02397504386200 2019-01-01 317.05177660924800 2019-02-01 318.41217172719500 2019-03-01 319.42578534742800 2019-04-01 320.02006557882197 2019-05-01 321.23198308570204 2019-06-01 321.94294531975500 2019-07-01 321.93780138605400 2019-08-01 323.16491408787897 2019-09-01 323.03826463227300 2019-10-01 323.50996175850300 2019-11-01 324.31578700229500 2019-12-01 324.49747332244704 2020-01-01 325.62576359158600 2020-02-01 326.64719111298800 2020-03-01 326.18412208478503 2020-04-01 285.24960377601500 2020-05-01 297.28503828854696 2020-06-01 304.87285417634996 2020-07-01 305.95789990351300 2020-08-01 307.10693087216700 2020-09-01 308.72642401248700 2020-10-01 311.72827957093500 2020-11-01 313.22425336627000 2020-12-01 314.73914031249500 2021-01-01 315.89196724070800 2021-02-01 314.13454178057300 2021-03-01 316.53739974835700 2021-04-01 316.63101572339700 2021-05-01 316.37678405412000 2021-06-01 317.02574242283197 2021-07-01 319.35775420343300 2021-08-01 318.99133290635797 2021-09-01 318.04335066957900 2021-10-01 320.29288387172500 2021-11-01 320.72058630518904 2021-12-01 322.19032917288797 2022-01-01 321.96044881756800 2022-02-01 322.57480043529500 2022-03-01 323.02361137695203 2022-04-01 326.95112736316800 2022-05-01 327.72615056778200 2022-06-01 327.56606552064000 2022-07-01 330.92932185927400 2022-08-01 332.07061745128700 2022-09-01 334.00943704279400 2022-10-01 335.13311562332000 2022-11-01 336.96056890392600 2022-12-01 337.72168309862997 2023-01-01 340.17799657874600 2023-02-01 341.46635971124400 2023-03-01 343.72076959375800 2023-04-01 345.14082316878995 2023-05-01 347.04772026379400 2023-06-01 347.79571748485600 2023-07-01 347.53172003364000 2023-08-01 348.84788550388000 2023-09-01 349.65088717134800 2023-10-01 350.76597822203400 2023-11-01 351.88085862903700 2023-12-01 351.92511483563300 2024-01-01 353.62488641624800 2024-02-01 355.66437425949000 2024-03-01 356.48073345609300 2024-04-01 358.60369446248900