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: Ambulatory Health Care Services in Miami-Fort Lauderdale-West Palm Beach, FL (MSA) Series ID: SMU12331006562100001SA 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 5:18 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/SMU12331006562100001). 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 61.958614430734800 1990-02-01 62.110611999327900 1990-03-01 62.552337081031800 1990-04-01 62.982036857469396 1990-05-01 63.096628651071100 1990-06-01 63.517532120581600 1990-07-01 64.019529250671100 1990-08-01 64.961682852624290 1990-09-01 65.075314853622900 1990-10-01 65.343188693530210 1990-11-01 65.553267838499100 1990-12-01 65.890544322519400 1991-01-01 66.282847990045300 1991-02-01 66.913402851445400 1991-03-01 67.725372460797300 1991-04-01 68.922081458057600 1991-05-01 68.985673444090790 1991-06-01 69.284757577435200 1991-07-01 69.382805635850200 1991-08-01 69.301512977262200 1991-09-01 69.596061725884900 1991-10-01 69.834111310495500 1991-11-01 70.422035766052900 1991-12-01 70.826126702676090 1992-01-01 71.004972895091410 1992-02-01 71.268970390730900 1992-03-01 71.191749674077400 1992-04-01 71.262383674053300 1992-05-01 71.676636515423800 1992-06-01 71.659512252109900 1992-07-01 72.663002416769000 1992-08-01 73.044374099113210 1992-09-01 72.527593149381500 1992-10-01 74.331437924402000 1992-11-01 74.701612209584600 1992-12-01 75.077325452296490 1993-01-01 76.928755154562600 1993-02-01 77.083894189186800 1993-03-01 77.029160311215400 1993-04-01 78.328654178504900 1993-05-01 78.367549215368700 1993-06-01 78.599669186407910 1993-07-01 80.103510045102800 1993-08-01 80.302859488090490 1993-09-01 80.492268445844200 1993-10-01 80.834380371040500 1993-11-01 81.092797360395000 1993-12-01 81.413854229751000 1994-01-01 81.952059644338900 1994-02-01 82.379573215374490 1994-03-01 82.943543172042410 1994-04-01 83.445117944771800 1994-05-01 84.162004088627700 1994-06-01 84.343454022941590 1994-07-01 84.740992573450200 1994-08-01 85.193864584202300 1994-09-01 85.957382841119600 1994-10-01 84.166477687459290 1994-11-01 84.637711067754300 1994-12-01 85.008213308565200 1995-01-01 87.484527649396000 1995-02-01 87.999791185840590 1995-03-01 88.547753674678400 1995-04-01 88.214688970483500 1995-05-01 88.446165651815790 1995-06-01 88.812413872178900 1995-07-01 88.753197511824500 1995-08-01 89.052022405119700 1995-09-01 89.680674952658900 1995-10-01 90.501574831409300 1995-11-01 91.086662659867300 1995-12-01 91.474898222716500 1996-01-01 91.742582495479300 1996-02-01 92.556284399699100 1996-03-01 92.878064942935200 1996-04-01 92.246325920999300 1996-05-01 92.314452047553500 1996-06-01 92.896665325420700 1996-07-01 92.829103708610990 1996-08-01 93.011112987579710 1996-09-01 92.691371379930090 1996-10-01 92.733335373051700 1996-11-01 92.936805741945100 1996-12-01 92.679781025520210 1997-01-01 93.994846917350000 1997-02-01 93.962875248314990 1997-03-01 94.180772873787800 1997-04-01 94.503801652176300 1997-05-01 94.510560943225800 1997-06-01 94.335891981252590 1997-07-01 94.512090657222100 1997-08-01 95.027039004915300 1997-09-01 94.850390318585800 1997-10-01 94.835554641057090 1997-11-01 94.654856330462400 1997-12-01 94.756564738205090 1998-01-01 95.149040541663100 1998-02-01 95.010356750784300 1998-03-01 95.453233428213100 1998-04-01 95.476071299011890 1998-05-01 95.432124349284800 1998-06-01 95.319414454649400 1998-07-01 95.151367968281490 1998-08-01 94.700801871281580 1998-09-01 94.760557342952000 1998-10-01 93.808103935835700 1998-11-01 94.046818816760010 1998-12-01 93.759349040772000 1999-01-01 93.572123917244580 1999-02-01 93.709289377462910 1999-03-01 93.680371096554300 1999-04-01 93.771540651449300 1999-05-01 93.872257835980000 1999-06-01 94.310148565003200 1999-07-01 93.435492266959300 1999-08-01 93.175053650164410 1999-09-01 93.220866719662710 1999-10-01 93.694049713885800 1999-11-01 94.032028111247100 1999-12-01 94.357326854477500 2000-01-01 94.113968615474790 2000-02-01 94.108050183943400 2000-03-01 94.010382252808000 2000-04-01 93.871508567500000 2000-05-01 94.193865585509410 2000-06-01 94.650895749027900 2000-07-01 95.973247062459790 2000-08-01 95.987246672666090 2000-09-01 96.198744156583000 2000-10-01 96.488877775254800 2000-11-01 96.709906167184800 2000-12-01 96.937358394848500 2001-01-01 97.381790920779800 2001-02-01 97.914569796828400 2001-03-01 98.128085517015990 2001-04-01 98.678861597848300 2001-05-01 99.000868469229420 2001-06-01 99.432310948413900 2001-07-01 100.099319978233000 2001-08-01 100.675432537650000 2001-09-01 101.296947850779000 2001-10-01 101.829505911129000 2001-11-01 102.120083332499010 2001-12-01 102.233228924013000 2002-01-01 101.665193391679990 2002-02-01 102.299652765939000 2002-03-01 102.718749040664010 2002-04-01 102.940593459608000 2002-05-01 102.977773462703000 2002-06-01 103.094677812219000 2002-07-01 103.231669341912990 2002-08-01 103.160886169599000 2002-09-01 103.219260143681000 2002-10-01 102.990978791815000 2002-11-01 103.496087755601990 2002-12-01 103.600736704438990 2003-01-01 104.640842379216000 2003-02-01 104.662009617596000 2003-03-01 105.051641773456990 2003-04-01 105.187488552969000 2003-05-01 105.341682899420000 2003-06-01 105.446380229749000 2003-07-01 105.046979378524000 2003-08-01 105.279827047052000 2003-09-01 105.695628782543000 2003-10-01 105.656066323015000 2003-11-01 105.087767040442000 2003-12-01 105.964903779724990 2004-01-01 106.074524818680000 2004-02-01 106.468441734043010 2004-03-01 106.432063261748010 2004-04-01 107.153593992630010 2004-05-01 107.710134352635990 2004-06-01 107.892387318533000 2004-07-01 108.526806844284990 2004-08-01 108.762578970853000 2004-09-01 108.020933125056980 2004-10-01 109.071601775924000 2004-11-01 109.527889893325990 2004-12-01 109.774764794760000 2005-01-01 110.129610712082000 2005-02-01 110.530090392546000 2005-03-01 109.688873927658010 2005-04-01 111.669276803013000 2005-05-01 111.796305964177000 2005-06-01 111.794159639061000 2005-07-01 113.431390630221000 2005-08-01 113.362674588939000 2005-09-01 113.779401615844990 2005-10-01 112.945041265795000 2005-11-01 113.206009172682000 2005-12-01 113.575002051516000 2006-01-01 113.641078842012000 2006-02-01 113.974858002033000 2006-03-01 114.352034520280000 2006-04-01 114.297399129771010 2006-05-01 114.523388175898990 2006-06-01 114.738746094224000 2006-07-01 114.845006777811000 2006-08-01 114.887008569149000 2006-09-01 114.940774522729000 2006-10-01 115.353710951391000 2006-11-01 115.631649172224000 2006-12-01 116.062397176322010 2007-01-01 116.461221814469000 2007-02-01 116.538723886104000 2007-03-01 116.655959391280000 2007-04-01 116.723331831980000 2007-05-01 117.233054686020000 2007-06-01 117.916015158423010 2007-07-01 117.836098399426990 2007-08-01 118.503627420350000 2007-09-01 119.234325532091000 2007-10-01 119.952337578026000 2007-11-01 120.619228746528000 2007-12-01 121.043822902937000 2008-01-01 120.872395658747010 2008-02-01 121.848747404018000 2008-03-01 121.997848484914000 2008-04-01 121.215608356770990 2008-05-01 121.515625989603010 2008-06-01 121.088623336513010 2008-07-01 121.120009171280000 2008-08-01 121.317066534143010 2008-09-01 121.619769000851010 2008-10-01 121.373566193609010 2008-11-01 121.634997309025000 2008-12-01 121.676434075874000 2009-01-01 122.264020199963000 2009-02-01 122.462746999370990 2009-03-01 122.861487025831000 2009-04-01 123.458451691145000 2009-05-01 123.863326054689990 2009-06-01 124.582294556256000 2009-07-01 124.975778823071990 2009-08-01 125.206615091584000 2009-09-01 125.311581897252010 2009-10-01 125.735346611847990 2009-11-01 125.568724803264000 2009-12-01 125.417694898568000 2010-01-01 124.536742635597990 2010-02-01 123.995661348901990 2010-03-01 124.300102726891000 2010-04-01 124.749419597822000 2010-05-01 125.228090729489000 2010-06-01 125.366936044262000 2010-07-01 125.720275200784000 2010-08-01 125.803689882815000 2010-09-01 125.483585021125000 2010-10-01 126.248099685979000 2010-11-01 126.557474242584000 2010-12-01 126.455616810758000 2011-01-01 127.212441443695000 2011-02-01 127.604595493209980 2011-03-01 127.397242469027000 2011-04-01 128.556999486658980 2011-05-01 128.787396165490000 2011-06-01 128.447303345010000 2011-07-01 128.806746847266000 2011-08-01 128.929785004685000 2011-09-01 129.166801902126000 2011-10-01 129.069235999228000 2011-11-01 129.235558433218980 2011-12-01 129.668319262132000 2012-01-01 130.051130928713000 2012-02-01 129.970958044591010 2012-03-01 130.261442499810020 2012-04-01 130.301576092993000 2012-05-01 130.368818339776000 2012-06-01 130.717689916096000 2012-07-01 130.933527853393000 2012-08-01 131.410192324787000 2012-09-01 131.733310459207000 2012-10-01 132.083441882268000 2012-11-01 132.290245100090000 2012-12-01 132.551294161045000 2013-01-01 133.162024473757000 2013-02-01 133.610100200468000 2013-03-01 134.215533274108000 2013-04-01 134.691054919904000 2013-05-01 134.771954478447000 2013-06-01 135.626387518489000 2013-07-01 134.782261659897020 2013-08-01 135.386378696535000 2013-09-01 135.477208817378000 2013-10-01 135.376536585530000 2013-11-01 135.927279893822000 2013-12-01 136.325072156675000 2014-01-01 136.364618180483000 2014-02-01 136.842431845772000 2014-03-01 136.991377328330000 2014-04-01 137.202848063784020 2014-05-01 137.802396426104000 2014-06-01 138.245370521180000 2014-07-01 138.593864819671000 2014-08-01 139.551267010694000 2014-09-01 140.527923156082000 2014-10-01 141.245578612021000 2014-11-01 141.857169352283000 2014-12-01 142.271861003822000 2015-01-01 142.487103790722020 2015-02-01 142.975066644067000 2015-03-01 143.399966753082000 2015-04-01 143.717559416350980 2015-05-01 144.535331678781000 2015-06-01 145.006619699934000 2015-07-01 144.978120214822000 2015-08-01 145.079970511576000 2015-09-01 145.572714353741000 2015-10-01 146.493538035708000 2015-11-01 146.914302896535000 2015-12-01 147.071635567651010 2016-01-01 147.801477718882000 2016-02-01 147.991575055880000 2016-03-01 148.047414716124000 2016-04-01 149.393646836962000 2016-05-01 149.542591053183000 2016-06-01 150.086917615265000 2016-07-01 151.052186358686010 2016-08-01 151.813638162677000 2016-09-01 152.736224714275000 2016-10-01 152.041318927950980 2016-11-01 152.271372257452000 2016-12-01 153.298224722010000 2017-01-01 153.264757799233000 2017-02-01 153.802603430870000 2017-03-01 154.220530465175000 2017-04-01 153.732654800270000 2017-05-01 154.854771447196010 2017-06-01 155.304835780270000 2017-07-01 156.041076310624020 2017-08-01 156.039593342732000 2017-09-01 153.469170981492000 2017-10-01 156.451009033542000 2017-11-01 156.718581018911000 2017-12-01 157.369665883301000 2018-01-01 157.933329413761020 2018-02-01 158.310410663831000 2018-03-01 158.994805341949020 2018-04-01 159.152371903887000 2018-05-01 159.353201443861000 2018-06-01 160.024777696236980 2018-07-01 160.638551814912000 2018-08-01 161.223128363258980 2018-09-01 161.764089052122980 2018-10-01 162.011127798053000 2018-11-01 162.403019015160000 2018-12-01 163.029521552486000 2019-01-01 163.914020349047000 2019-02-01 164.824583081145000 2019-03-01 165.068394871153000 2019-04-01 166.396611468665010 2019-05-01 166.832534912604020 2019-06-01 166.958094019412980 2019-07-01 167.175353381165000 2019-08-01 167.850809263083000 2019-09-01 167.424385259779000 2019-10-01 168.493837471738000 2019-11-01 169.459665757245000 2019-12-01 169.685511298868020 2020-01-01 170.035569953917990 2020-02-01 170.969815734445000 2020-03-01 169.960139518607000 2020-04-01 146.393834939586000 2020-05-01 156.999316033256000 2020-06-01 164.159481847288000 2020-07-01 164.095288183359000 2020-08-01 165.552828625867000 2020-09-01 166.379497070769000 2020-10-01 167.643009069771000 2020-11-01 168.266003304974000 2020-12-01 168.956071910348000 2021-01-01 170.166832499703020 2021-02-01 171.164528001233000 2021-03-01 172.639733384494000 2021-04-01 173.386687140368000 2021-05-01 174.202307808041980 2021-06-01 175.218408742821000 2021-07-01 176.665469583809000 2021-08-01 176.966257847369000 2021-09-01 175.894933944227970 2021-10-01 179.167830935999970 2021-11-01 179.834416653355000 2021-12-01 180.239957871592000 2022-01-01 180.563644251531000 2022-02-01 182.280705495430000 2022-03-01 181.373351593782980 2022-04-01 181.494713158283000 2022-05-01 182.424732009737030 2022-06-01 182.597037608041000 2022-07-01 182.686532726806970 2022-08-01 184.029784599660990 2022-09-01 185.224971908716010 2022-10-01 186.010077054644000 2022-11-01 185.888050436697000 2022-12-01 186.221154764645000 2023-01-01 186.675916807850000 2023-02-01 186.902681834112000 2023-03-01 187.165177406150000 2023-04-01 188.014204100968020 2023-05-01 188.257704252848010 2023-06-01 188.730200300993000 2023-07-01 188.918844100602000 2023-08-01 189.363567701189000 2023-09-01 189.084878872398970 2023-10-01 189.311299549843000 2023-11-01 190.403400914118000 2023-12-01 191.408914128725000 2024-01-01 192.389176406374020 2024-02-01 192.414471783816000 2024-03-01 194.961381677616000 2024-04-01 195.309862375890020