Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Miami-Miami Beach-Kendall, FL (MD)

Title All Employees: Education and Health Services: Private Education and Health Services in Miami-Miami Beach-Kendall, FL (MD)
Series ID SMU12331246500000001SA
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 5:43 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 91.72468061181780
1990-02-01 91.68493649329010
1990-03-01 91.99092312143058
1990-04-01 90.59503292333531
1990-05-01 91.00075714174860
1990-06-01 92.13079201438360
1990-07-01 92.40056242172680
1990-08-01 93.76415410873041
1990-09-01 93.46362864567111
1990-10-01 93.53210862238709
1990-11-01 93.68009944580221
1990-12-01 93.95226313006670
1991-01-01 93.93779261251230
1991-02-01 94.46100439135550
1991-03-01 94.87337020545950
1991-04-01 95.19795507619780
1991-05-01 95.77313929950160
1991-06-01 96.13638747746010
1991-07-01 98.28446999328760
1991-08-01 98.40675400399770
1991-09-01 98.63443752609730
1991-10-01 98.83811845234119
1991-11-01 99.55915862296641
1991-12-01 99.23124292995220
1992-01-01 104.20825697833700
1992-02-01 103.73366324187401
1992-03-01 103.83266138193599
1992-04-01 106.17795154104999
1992-05-01 104.59417860927100
1992-06-01 103.63776565572400
1992-07-01 103.84617333702500
1992-08-01 103.42715119050900
1992-09-01 101.39321212002599
1992-10-01 102.05874668821200
1992-11-01 101.86405527591400
1992-12-01 102.77746542864500
1993-01-01 103.18841330539499
1993-02-01 103.50167952848699
1993-03-01 104.17306823027701
1993-04-01 104.55456227807400
1993-05-01 104.43012777204099
1993-06-01 104.71568737230301
1993-07-01 107.67703105304301
1993-08-01 108.20740118923901
1993-09-01 107.99916822218300
1993-10-01 109.30316754744200
1993-11-01 109.69602629987000
1993-12-01 109.93156590875999
1994-01-01 109.84686161886900
1994-02-01 110.28042485737000
1994-03-01 110.65532279958100
1994-04-01 109.68723141211700
1994-05-01 110.11676354487400
1994-06-01 110.22490525806600
1994-07-01 110.83501295112801
1994-08-01 111.23663501096700
1994-09-01 111.38561243678700
1994-10-01 111.09070840363000
1994-11-01 111.27904959630800
1994-12-01 111.54815634329799
1995-01-01 112.68114857502400
1995-02-01 112.55842063895300
1995-03-01 112.71882793967100
1995-04-01 113.36586399219699
1995-05-01 113.63472184228000
1995-06-01 114.12610700560900
1995-07-01 114.48864217686300
1995-08-01 114.77049768471501
1995-09-01 114.84002984015899
1995-10-01 115.59246649510600
1995-11-01 115.98611113018299
1995-12-01 115.71785144334500
1996-01-01 115.70695833464599
1996-02-01 116.16135140311600
1996-03-01 116.11282047536899
1996-04-01 114.24280769156601
1996-05-01 115.01624924747999
1996-06-01 115.25285710318000
1996-07-01 115.00851087201299
1996-08-01 115.08892054104601
1996-09-01 115.57462717120000
1996-10-01 115.05571877090200
1996-11-01 115.34205245974300
1996-12-01 115.32984266251200
1997-01-01 117.73691919016800
1997-02-01 117.86428062571301
1997-03-01 118.51887790790300
1997-04-01 119.11678864482599
1997-05-01 119.24424014483299
1997-06-01 119.32297243427901
1997-07-01 118.73953314320200
1997-08-01 119.30856973011200
1997-09-01 120.04494857310499
1997-10-01 119.24307372282699
1997-11-01 119.13637465173099
1997-12-01 119.10772913945299
1998-01-01 120.59198530676500
1998-02-01 120.47949288019000
1998-03-01 121.04736340734400
1998-04-01 120.45733499357901
1998-05-01 120.56888243215799
1998-06-01 120.46880649372999
1998-07-01 121.38251564859300
1998-08-01 121.10938882809499
1998-09-01 121.39011668997499
1998-10-01 121.14828246965901
1998-11-01 120.95858393147199
1998-12-01 120.99327541691600
1999-01-01 121.35500614210501
1999-02-01 121.17414485167400
1999-03-01 121.34613392579901
1999-04-01 120.49723128879800
1999-05-01 120.53311439033101
1999-06-01 121.21658532206600
1999-07-01 120.26330880921302
1999-08-01 120.41764906721399
1999-09-01 120.11415675818199
1999-10-01 120.19034402004600
1999-11-01 120.43379092535700
1999-12-01 120.51875991503200
2000-01-01 119.98140123365800
2000-02-01 120.27303852326800
2000-03-01 119.81468057860600
2000-04-01 120.19618606360399
2000-05-01 119.98264496704300
2000-06-01 120.89687482953899
2000-07-01 121.02263667829500
2000-08-01 120.84669264889500
2000-09-01 120.70692475506000
2000-10-01 121.17932086568001
2000-11-01 121.29733183177200
2000-12-01 121.57417940335800
2001-01-01 120.62774788970100
2001-02-01 121.04254014029301
2001-03-01 121.33571583605000
2001-04-01 121.95330670945700
2001-05-01 122.57145003661700
2001-06-01 123.08050201272200
2001-07-01 124.53921466438700
2001-08-01 123.62618983445101
2001-09-01 123.33432756007700
2001-10-01 123.43479584550100
2001-11-01 123.77249537397400
2001-12-01 124.20823647400299
2002-01-01 123.87063113693000
2002-02-01 123.84572054853900
2002-03-01 124.29322210809099
2002-04-01 124.37294747998101
2002-05-01 124.59414074136000
2002-06-01 124.44560363853400
2002-07-01 124.81014640011601
2002-08-01 125.43300363401698
2002-09-01 126.52976725141501
2002-10-01 127.21886617528400
2002-11-01 128.00948832655900
2002-12-01 128.28792946966800
2003-01-01 129.21079185683800
2003-02-01 129.47333093160998
2003-03-01 129.94841983642598
2003-04-01 129.97249870728500
2003-05-01 129.86104581704902
2003-06-01 130.01652766191700
2003-07-01 129.97896292038200
2003-08-01 130.02666111650700
2003-09-01 131.02826135244200
2003-10-01 131.56289906399098
2003-11-01 130.88754589650700
2003-12-01 131.54989744633000
2004-01-01 132.38410582227502
2004-02-01 133.43621346693400
2004-03-01 133.50058181283200
2004-04-01 133.91150382804000
2004-05-01 134.10792591941000
2004-06-01 134.22372039544000
2004-07-01 134.37718357522900
2004-08-01 134.64698046311500
2004-09-01 134.25436131574000
2004-10-01 135.81135999285000
2004-11-01 136.29444563761900
2004-12-01 135.70882798891898
2005-01-01 134.65946896649598
2005-02-01 135.39161648597900
2005-03-01 135.43217574723100
2005-04-01 137.18208264990700
2005-05-01 136.53400901793100
2005-06-01 136.04994017794900
2005-07-01 137.73559673707900
2005-08-01 138.23333633232500
2005-09-01 138.44167934478702
2005-10-01 138.75943344321698
2005-11-01 138.90491422846600
2005-12-01 138.87351987910500
2006-01-01 138.60956755724400
2006-02-01 139.36846345401300
2006-03-01 139.91242169801800
2006-04-01 140.88476706232200
2006-05-01 141.33840081377002
2006-06-01 141.83111440950200
2006-07-01 142.72009014130500
2006-08-01 143.35146199917800
2006-09-01 143.07902667498200
2006-10-01 143.47610296572000
2006-11-01 144.27713552583700
2006-12-01 145.20143700047500
2007-01-01 146.07855056174200
2007-02-01 146.41348232435800
2007-03-01 146.80961148562000
2007-04-01 147.16526931830000
2007-05-01 147.61382630744100
2007-06-01 148.17687700160100
2007-07-01 148.98669299117000
2007-08-01 149.47049526919300
2007-09-01 150.37128870311000
2007-10-01 150.22648836905600
2007-11-01 150.52016776117202
2007-12-01 151.36110366444800
2008-01-01 151.75258995604000
2008-02-01 152.37602368310100
2008-03-01 153.13061716962602
2008-04-01 153.09702888249200
2008-05-01 153.80686704710900
2008-06-01 153.80121629827698
2008-07-01 153.75191539322000
2008-08-01 154.68808570373800
2008-09-01 154.69710668372400
2008-10-01 154.56830405058600
2008-11-01 154.87691444666999
2008-12-01 155.15324644717700
2009-01-01 155.63044248235200
2009-02-01 155.21478387766700
2009-03-01 155.51379945466900
2009-04-01 155.47433088616400
2009-05-01 155.92290653991301
2009-06-01 156.43357775286100
2009-07-01 157.10689014354202
2009-08-01 157.34341567876498
2009-09-01 157.84506433777000
2009-10-01 159.17385128133500
2009-11-01 158.92116327695200
2009-12-01 158.55125046764600
2010-01-01 158.29258586142000
2010-02-01 158.10978505095198
2010-03-01 157.99752154439500
2010-04-01 158.30538560048700
2010-05-01 158.67042547903600
2010-06-01 159.20561183211500
2010-07-01 159.69660084199400
2010-08-01 159.19316111503100
2010-09-01 159.06105204932300
2010-10-01 159.64654687894500
2010-11-01 159.97476914097600
2010-12-01 160.31194838651400
2011-01-01 161.61273719550300
2011-02-01 161.51150058832100
2011-03-01 161.81805357173600
2011-04-01 162.30859294498800
2011-05-01 161.94410078453200
2011-06-01 161.74688202361202
2011-07-01 160.83837073965800
2011-08-01 160.58312589751100
2011-09-01 161.22134560202400
2011-10-01 161.38619441841400
2011-11-01 161.45075076362200
2011-12-01 161.42512892614300
2012-01-01 161.31923164254000
2012-02-01 161.68361997466800
2012-03-01 162.45614250427602
2012-04-01 161.29507421952800
2012-05-01 160.95902598236400
2012-06-01 160.84268556030000
2012-07-01 160.01304494285900
2012-08-01 160.84737222907000
2012-09-01 160.82187774742800
2012-10-01 160.75611506580500
2012-11-01 160.93712692193702
2012-12-01 160.68020017288500
2013-01-01 161.14224557981600
2013-02-01 161.52966960568400
2013-03-01 161.74427696427298
2013-04-01 161.72396162148700
2013-05-01 161.87884107310100
2013-06-01 162.22888160203100
2013-07-01 161.37919659114200
2013-08-01 162.07696614078301
2013-09-01 162.18417703489800
2013-10-01 161.85609335065502
2013-11-01 162.10023960443900
2013-12-01 162.67406752540200
2014-01-01 162.87342158284900
2014-02-01 162.94408908761500
2014-03-01 163.12485098341900
2014-04-01 163.82603793449100
2014-05-01 164.07699454527100
2014-06-01 164.64476532306700
2014-07-01 165.46661376193900
2014-08-01 166.67569363034400
2014-09-01 166.96303740725202
2014-10-01 167.07095220471400
2014-11-01 167.39402763506502
2014-12-01 167.79849626069700
2015-01-01 167.92034399048100
2015-02-01 168.13987763921600
2015-03-01 168.91181791248400
2015-04-01 169.03188776367202
2015-05-01 169.98477083777300
2015-06-01 170.54049851945499
2015-07-01 171.17468202459600
2015-08-01 170.82925986155000
2015-09-01 171.80180515879601
2015-10-01 173.03321923517400
2015-11-01 173.44031359665902
2015-12-01 173.62633960994702
2016-01-01 174.48823338617802
2016-02-01 174.68747685748900
2016-03-01 174.86321782104400
2016-04-01 176.14906769344100
2016-05-01 176.18522442391300
2016-06-01 176.32512509778599
2016-07-01 178.25577792848600
2016-08-01 178.25969674187198
2016-09-01 179.45352614387100
2016-10-01 178.84800660700300
2016-11-01 178.89623431845402
2016-12-01 179.78246973759300
2017-01-01 179.74099018203898
2017-02-01 180.03147137542900
2017-03-01 180.95919863421102
2017-04-01 181.35130030860000
2017-05-01 182.66623825870300
2017-06-01 182.74532157634700
2017-07-01 182.65261565536200
2017-08-01 182.74667929642700
2017-09-01 180.55877663052700
2017-10-01 183.46532456744202
2017-11-01 183.56224296260400
2017-12-01 184.25992409073000
2018-01-01 184.44825193810600
2018-02-01 184.97756645290900
2018-03-01 185.56308652357300
2018-04-01 184.77294611081700
2018-05-01 185.00046739255100
2018-06-01 185.25175013932800
2018-07-01 185.94889026782002
2018-08-01 187.71116390000802
2018-09-01 187.68666242923000
2018-10-01 188.10638503413800
2018-11-01 188.45305001949600
2018-12-01 188.96722428914100
2019-01-01 189.97479478739900
2019-02-01 190.60850730092602
2019-03-01 191.25107304818698
2019-04-01 191.76268134002999
2019-05-01 192.05978013922500
2019-06-01 191.24575600268700
2019-07-01 191.81469567770600
2019-08-01 192.73479137363202
2019-09-01 192.35287349460398
2019-10-01 193.46666949593300
2019-11-01 193.97834876838002
2019-12-01 194.01631192382800
2020-01-01 194.70945050537998
2020-02-01 195.48044714253800
2020-03-01 194.79857765992298
2020-04-01 176.15736162175702
2020-05-01 180.89115286202200
2020-06-01 184.77809183340200
2020-07-01 183.07195933024101
2020-08-01 183.25584973231602
2020-09-01 184.62568546287300
2020-10-01 187.44266598241902
2020-11-01 187.61161849366502
2020-12-01 187.99914439500400
2021-01-01 187.89414351778498
2021-02-01 188.89033855399900
2021-03-01 190.38666490347302
2021-04-01 191.26910768211400
2021-05-01 191.83096836690300
2021-06-01 193.08337356796900
2021-07-01 194.48271984767400
2021-08-01 194.43603810414100
2021-09-01 195.81357562470100
2021-10-01 198.07416920651900
2021-11-01 198.00056918106202
2021-12-01 197.99687711817800
2022-01-01 198.93443291274897
2022-02-01 200.41469927171200
2022-03-01 200.45815531963500
2022-04-01 201.50854631611500
2022-05-01 202.49225387099100
2022-06-01 203.11554384481300
2022-07-01 203.82108833385800
2022-08-01 205.14202661099300
2022-09-01 207.47312878831600
2022-10-01 207.86647049422402
2022-11-01 208.02917540035800
2022-12-01 208.69230056226502
2023-01-01 210.46865611128600
2023-02-01 210.60448796180200
2023-03-01 211.55686033231498
2023-04-01 213.37714011523602
2023-05-01 214.02072827215000
2023-06-01 214.24935298214600
2023-07-01 214.54138543276500
2023-08-01 215.14812862658297
2023-09-01 216.01561220594800
2023-10-01 216.20688390515000
2023-11-01 216.84635807036100
2023-12-01 218.61813985345800
2024-01-01 218.96225646518397
2024-02-01 219.39440727990800
2024-03-01 220.90926143045000
2024-04-01 220.33940063827498
2024-05-01 221.13313873900500
2024-06-01 222.48803180392300
2024-07-01 223.51759242480802
2024-08-01 224.16037831755600
2024-09-01 223.36570523068800
2024-10-01 223.35095278026000

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