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 Educational Services in Atlanta-Sandy Springs-Roswell, GA (MSA) Series ID: SMU13120606561000001SA 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 2024-03-01 Last Updated: 2024-04-20 5:44 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/SMU13120606561000001). 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 18.787766754319602 1990-02-01 18.622473441182900 1990-03-01 18.692124081964800 1990-04-01 18.673119361062600 1990-05-01 18.843851643032803 1990-06-01 18.946330056232103 1990-07-01 19.099585988843103 1990-08-01 19.302664789593802 1990-09-01 19.421797888928100 1990-10-01 19.361113316120697 1990-11-01 19.408826248931600 1990-12-01 19.651682792143000 1991-01-01 19.689664603764697 1991-02-01 19.812983237104000 1991-03-01 19.790580207940200 1991-04-01 19.853693009652800 1991-05-01 20.037193896399200 1991-06-01 19.845919972664400 1991-07-01 20.013872866218100 1991-08-01 19.920963942821600 1991-09-01 20.035727939996100 1991-10-01 20.144291301859300 1991-11-01 20.286776554099700 1991-12-01 20.348116082654702 1992-01-01 19.697134248422000 1992-02-01 19.809014430122400 1992-03-01 19.995958511846800 1992-04-01 20.059718165950000 1992-05-01 20.056997173973100 1992-06-01 20.134935487931700 1992-07-01 20.211266425805100 1992-08-01 20.330822769491600 1992-09-01 20.453291923633900 1992-10-01 20.523437341067800 1992-11-01 20.469156971859103 1992-12-01 20.549478831741800 1993-01-01 20.503873408514500 1993-02-01 20.589421581775998 1993-03-01 20.586618951719803 1993-04-01 20.772597496558102 1993-05-01 20.881731894647200 1993-06-01 20.923371112655300 1993-07-01 20.821402393347900 1993-08-01 20.958091383754400 1993-09-01 20.864852050466897 1993-10-01 20.900880956692603 1993-11-01 21.045688924357800 1993-12-01 21.042193268212400 1994-01-01 21.306119454219900 1994-02-01 21.266352330747896 1994-03-01 21.372554774348000 1994-04-01 21.686912894980000 1994-05-01 21.803259813385700 1994-06-01 22.127097414768897 1994-07-01 22.353868840482697 1994-08-01 22.415042772085098 1994-09-01 22.578052630942100 1994-10-01 22.967418229754600 1994-11-01 23.204448735850100 1994-12-01 23.131867844437398 1995-01-01 23.101200215917803 1995-02-01 23.323260796730900 1995-03-01 23.542120722869200 1995-04-01 23.485974567644100 1995-05-01 23.708507402554396 1995-06-01 23.834396046411500 1995-07-01 24.093702173761000 1995-08-01 24.399012941692600 1995-09-01 24.585939085506396 1995-10-01 24.153223721887500 1995-11-01 24.389736842062604 1995-12-01 24.733228016238400 1996-01-01 24.896054370471300 1996-02-01 25.175697182888500 1996-03-01 25.206124722504303 1996-04-01 25.079134627398300 1996-05-01 25.186919721852200 1996-06-01 25.463963209201000 1996-07-01 25.415453321492300 1996-08-01 25.445657338940702 1996-09-01 24.676729537641396 1996-10-01 26.051204601518503 1996-11-01 26.487388497678700 1996-12-01 26.654132919826303 1997-01-01 26.792344231950803 1997-02-01 26.621229211939500 1997-03-01 26.775604390789900 1997-04-01 26.948767608115800 1997-05-01 26.840519264102102 1997-06-01 26.769750219732800 1997-07-01 27.053361370775700 1997-08-01 26.902471773021100 1997-09-01 27.392051530265900 1997-10-01 27.564746029236805 1997-11-01 27.513903789809000 1997-12-01 27.397312142981200 1998-01-01 27.272286618714000 1998-02-01 27.496970398353500 1998-03-01 27.563098610506500 1998-04-01 27.903015504995103 1998-05-01 28.182277378505700 1998-06-01 28.488237293782500 1998-07-01 28.478115310522103 1998-08-01 28.739063508885998 1998-09-01 28.790954934181197 1998-10-01 28.894100941308400 1998-11-01 29.047043243301800 1998-12-01 29.056195633216500 1999-01-01 29.762709292405200 1999-02-01 30.057226759111300 1999-03-01 30.339022315331803 1999-04-01 30.228993975288600 1999-05-01 30.520441588071197 1999-06-01 30.381890103844200 1999-07-01 30.831575085550398 1999-08-01 30.742288013115896 1999-09-01 30.894132948661500 1999-10-01 31.125755720838800 1999-11-01 31.376781626232300 1999-12-01 31.612929543532200 2000-01-01 29.946089241916500 2000-02-01 30.278794520341700 2000-03-01 30.126444109033500 2000-04-01 30.611700795421700 2000-05-01 30.899997201938895 2000-06-01 30.985702322832196 2000-07-01 30.820334793176198 2000-08-01 31.055862241313200 2000-09-01 31.270477531346900 2000-10-01 31.774082699600395 2000-11-01 32.027434846677300 2000-12-01 31.858450741804400 2001-01-01 32.634306575201400 2001-02-01 32.661598708687400 2001-03-01 32.973662151891600 2001-04-01 33.382277201679200 2001-05-01 33.378085496016500 2001-06-01 32.891196226451400 2001-07-01 33.999258446396400 2001-08-01 34.027319288728000 2001-09-01 34.257576659202600 2001-10-01 34.005239316072505 2001-11-01 34.061621657645200 2001-12-01 34.079139618448300 2002-01-01 32.207136400810300 2002-02-01 32.483459451775495 2002-03-01 32.757827204990300 2002-04-01 32.911886550998800 2002-05-01 33.017494099747800 2002-06-01 33.211667252161895 2002-07-01 33.296465228314700 2002-08-01 33.731396217212400 2002-09-01 33.822412025545800 2002-10-01 33.924211306324300 2002-11-01 34.081020866829300 2002-12-01 34.076048495987600 2003-01-01 33.602995737829104 2003-02-01 33.753108009720000 2003-03-01 33.930136247571504 2003-04-01 33.726113869693700 2003-05-01 33.942427407239500 2003-06-01 33.939407977449896 2003-07-01 34.174492087235900 2003-08-01 34.081658083327500 2003-09-01 34.012487951994700 2003-10-01 33.998893853362006 2003-11-01 34.063061653542700 2003-12-01 34.236363615528600 2004-01-01 34.714727427630300 2004-02-01 34.723269102494505 2004-03-01 34.908564909475700 2004-04-01 35.032209609305800 2004-05-01 35.257919619475200 2004-06-01 35.501714063888900 2004-07-01 36.090307931361600 2004-08-01 36.112977938241500 2004-09-01 36.120914912359900 2004-10-01 36.130059992387200 2004-11-01 36.096516296339800 2004-12-01 36.074738995578500 2005-01-01 36.947714244582000 2005-02-01 36.968035633304100 2005-03-01 36.890091095962205 2005-04-01 37.114014022754400 2005-05-01 37.259720262301600 2005-06-01 37.581787921148894 2005-07-01 37.634111476356004 2005-08-01 37.669458478604206 2005-09-01 37.732631102291200 2005-10-01 37.711369160618894 2005-11-01 38.103526738022104 2005-12-01 37.992467060684700 2006-01-01 39.096521512642400 2006-02-01 39.030075662442100 2006-03-01 39.181412305127104 2006-04-01 39.281998512655704 2006-05-01 39.464304046755790 2006-06-01 39.573429091293300 2006-07-01 39.585421599516600 2006-08-01 39.855309254759300 2006-09-01 40.222297398033795 2006-10-01 40.978971809843100 2006-11-01 41.182540162970900 2006-12-01 41.197899057426600 2007-01-01 41.063749161121900 2007-02-01 41.016754015812296 2007-03-01 41.270563850500004 2007-04-01 41.741679334952100 2007-05-01 41.850753298822000 2007-06-01 42.089482689107800 2007-07-01 42.257336037096200 2007-08-01 42.544735700385600 2007-09-01 42.799561517996900 2007-10-01 43.057113939663000 2007-11-01 43.176024272301400 2007-12-01 43.205751259356205 2008-01-01 43.033842781958600 2008-02-01 43.132110098615800 2008-03-01 43.256247472623500 2008-04-01 43.305447479313095 2008-05-01 43.527475509335700 2008-06-01 43.699294514147100 2008-07-01 43.884888294055390 2008-08-01 43.980060216599504 2008-09-01 44.359497996376800 2008-10-01 44.280295057594500 2008-11-01 44.208664114238610 2008-12-01 44.350539614816505 2009-01-01 45.385879000931396 2009-02-01 45.243137816414900 2009-03-01 45.339051445351494 2009-04-01 45.252799045152210 2009-05-01 45.390340682848795 2009-06-01 45.615144984966300 2009-07-01 46.027411700956110 2009-08-01 45.903827364344100 2009-09-01 46.127121809342206 2009-10-01 46.207311330070600 2009-11-01 46.554479018753900 2009-12-01 46.811452306978396 2010-01-01 46.718837253107100 2010-02-01 46.827897571570000 2010-03-01 47.225330413783000 2010-04-01 47.676866922648900 2010-05-01 48.161117261650000 2010-06-01 48.336469385453704 2010-07-01 48.804181473006200 2010-08-01 48.836748863118800 2010-09-01 49.003207991847600 2010-10-01 49.046771602585710 2010-11-01 49.273624121954500 2010-12-01 49.579832695711794 2011-01-01 49.245254783201300 2011-02-01 49.694746333161000 2011-03-01 49.912644066599000 2011-04-01 50.290845210793900 2011-05-01 49.943394914684600 2011-06-01 49.830022110157790 2011-07-01 49.623376263478000 2011-08-01 50.125314519904900 2011-09-01 50.289468431923600 2011-10-01 50.408649625894604 2011-11-01 50.401300433506100 2011-12-01 50.452824099888105 2012-01-01 50.946648164107800 2012-02-01 51.176914254586400 2012-03-01 51.127512133475000 2012-04-01 51.359692780570406 2012-05-01 51.350885895409405 2012-06-01 51.412863955750105 2012-07-01 50.761809256904200 2012-08-01 51.406701016624204 2012-09-01 51.463841650447100 2012-10-01 51.854746773302600 2012-11-01 51.810372068305504 2012-12-01 51.836577764908290 2013-01-01 51.514761207537100 2013-02-01 51.872664966534610 2013-03-01 51.962129220099705 2013-04-01 52.194041975960594 2013-05-01 52.058846395873600 2013-06-01 52.363693360717000 2013-07-01 52.612218268832400 2013-08-01 52.664427395641100 2013-09-01 52.822681588389700 2013-10-01 53.004993978578100 2013-11-01 53.347814616262290 2013-12-01 53.230498872548296 2014-01-01 53.294013774387295 2014-02-01 53.246546681220700 2014-03-01 53.665074902753710 2014-04-01 54.166508135968000 2014-05-01 54.262361312136000 2014-06-01 54.321670557853700 2014-07-01 54.097494347064800 2014-08-01 54.832498464682210 2014-09-01 54.868719763939800 2014-10-01 54.665414774807000 2014-11-01 54.903294174616700 2014-12-01 55.351673680328290 2015-01-01 55.479696568336706 2015-02-01 55.520595766066600 2015-03-01 55.350091056177995 2015-04-01 55.259472816028500 2015-05-01 55.249299503523595 2015-06-01 56.264127102398300 2015-07-01 55.542631784742795 2015-08-01 55.565610487515706 2015-09-01 56.029987982624600 2015-10-01 56.548206146229106 2015-11-01 56.699573935015295 2015-12-01 56.793987387767100 2016-01-01 57.172908780311396 2016-02-01 57.196848076649800 2016-03-01 57.394436238261500 2016-04-01 57.531325001518795 2016-05-01 58.125618091589600 2016-06-01 58.267860815686400 2016-07-01 58.522265488457000 2016-08-01 59.180528900535094 2016-09-01 59.416765965305790 2016-10-01 59.488225748310000 2016-11-01 59.596183741343700 2016-12-01 59.855029083873700 2017-01-01 59.856901074658700 2017-02-01 60.257459769525600 2017-03-01 60.739320479312500 2017-04-01 60.581743889968000 2017-05-01 60.807187622925400 2017-06-01 60.945214978182790 2017-07-01 61.589981420538210 2017-08-01 61.796782832986400 2017-09-01 62.031911089492290 2017-10-01 61.917997123247500 2017-11-01 62.198547606237500 2017-12-01 62.295594830729100 2018-01-01 62.666284513368000 2018-02-01 63.247623622194500 2018-03-01 63.514390414601790 2018-04-01 63.902369196986704 2018-05-01 63.827281907141700 2018-06-01 63.268501083351005 2018-07-01 63.883571936419500 2018-08-01 64.036940816168000 2018-09-01 63.955019904883000 2018-10-01 64.247240795787100 2018-11-01 64.482584352719600 2018-12-01 64.628692593049100 2019-01-01 65.169542820774900 2019-02-01 65.365133041782600 2019-03-01 65.961133363605800 2019-04-01 66.000796567837900 2019-05-01 65.981199569992710 2019-06-01 65.977508588630900 2019-07-01 65.768262709911100 2019-08-01 65.354736112853900 2019-09-01 65.654044923650200 2019-10-01 66.094813181860290 2019-11-01 66.049457375094600 2019-12-01 66.543735623591500 2020-01-01 66.654545809667210 2020-02-01 66.625304988738210 2020-03-01 65.979351288596290 2020-04-01 58.849494822283106 2020-05-01 59.286346669460200 2020-06-01 61.073808573841600 2020-07-01 60.206222513108800 2020-08-01 60.600571172792500 2020-09-01 61.137939532315600 2020-10-01 61.627183700428300 2020-11-01 61.881172766181706 2020-12-01 62.061297955025104 2021-01-01 61.315404847035800 2021-02-01 62.148355915403200 2021-03-01 62.646363210817500 2021-04-01 63.111576949231210 2021-05-01 62.920674987071100 2021-06-01 64.457258191778100 2021-07-01 64.865067947348600 2021-08-01 64.859184991105210 2021-09-01 64.858614225607300 2021-10-01 64.811872693810200 2021-11-01 65.154088245566900 2021-12-01 65.633061194909200 2022-01-01 66.359861064105100 2022-02-01 67.104101848023300 2022-03-01 67.142492187626600 2022-04-01 67.655938403534010 2022-05-01 67.631500900894100 2022-06-01 68.289593167695200 2022-07-01 68.499198076054500 2022-08-01 68.704879140935900 2022-09-01 69.460367152766110 2022-10-01 68.887904419633400 2022-11-01 69.407836046087400 2022-12-01 69.607399902481500 2023-01-01 70.325453055642300 2023-02-01 70.342770569704100 2023-03-01 70.614793982634710 2023-04-01 71.097796866540010 2023-05-01 71.339851639595210 2023-06-01 71.032127518108100 2023-07-01 70.698177605045600 2023-08-01 71.530037809916410 2023-09-01 72.085621822126210 2023-10-01 72.685781387387700 2023-11-01 73.167406697594600 2023-12-01 72.297998244937590 2024-01-01 70.871299719754090 2024-02-01 71.386471259861710 2024-03-01 71.647130493245200