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 2024-12-01
Last Updated 2025-01-29 6:07 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 91.72413950608829
1990-02-01 91.68439184824390
1990-03-01 91.99036902664230
1990-04-01 90.59612901308490
1990-05-01 91.00245422936409
1990-06-01 92.13023597771100
1990-07-01 92.40046527875210
1990-08-01 93.76418019681420
1990-09-01 93.46343308406959
1990-10-01 93.53194203742230
1990-11-01 93.67996640162520
1990-12-01 93.95214497736080
1991-01-01 93.93728405363458
1991-02-01 94.46048264908400
1991-03-01 94.87282556565570
1991-04-01 95.19912020355551
1991-05-01 95.77472042614870
1991-06-01 96.13586492293591
1991-07-01 98.28441747169390
1991-08-01 98.40676988215729
1991-09-01 98.63422069068349
1991-10-01 98.83792781131340
1991-11-01 99.55898641793190
1991-12-01 99.23106649962472
1992-01-01 104.20793415018000
1992-02-01 103.73312848803700
1992-03-01 103.83212131167200
1992-04-01 106.17915464230300
1992-05-01 104.59561746387699
1992-06-01 103.63730311702200
1992-07-01 103.84620186071301
1992-08-01 103.42714896220501
1992-09-01 101.39299296133700
1992-10-01 102.05852523777000
1992-11-01 101.86382292850000
1992-12-01 102.77723222816999
1993-01-01 103.18835318378001
1993-02-01 103.50116853220301
1993-03-01 104.17243908199500
1993-04-01 104.55578763001199
1993-05-01 104.43138490860500
1993-06-01 104.71532111773399
1993-07-01 107.67709469524300
1993-08-01 108.20738662789400
1993-09-01 107.99893275550801
1993-10-01 109.30286786091699
1993-11-01 109.69565242817801
1993-12-01 109.93110023635500
1994-01-01 109.84722704971100
1994-02-01 110.28000344241300
1994-03-01 110.65472797032000
1994-04-01 109.68840230768600
1994-05-01 110.11774287743499
1994-06-01 110.22473058088500
1994-07-01 110.83515885480101
1994-08-01 111.23659848254900
1994-09-01 111.38537887389099
1994-10-01 111.09034013036100
1994-11-01 111.27855083596901
1994-12-01 111.54745553184300
1995-01-01 112.68185217668000
1995-02-01 112.55814039586001
1995-03-01 112.71824401546700
1995-04-01 113.36707038639200
1995-05-01 113.63544672435499
1995-06-01 114.12613923466000
1995-07-01 114.48879128456000
1995-08-01 114.77043942922701
1995-09-01 114.83979290445801
1995-10-01 115.59202166505199
1995-11-01 115.98548662902500
1995-12-01 115.71688135414200
1996-01-01 115.70799386317700
1996-02-01 116.16124744962500
1996-03-01 116.11242657932300
1996-04-01 114.24377853266600
1996-05-01 115.01669050090500
1996-06-01 115.25309334763300
1996-07-01 115.00864678067500
1996-08-01 115.08883384894301
1996-09-01 115.57441618454000
1996-10-01 115.05527383125099
1996-11-01 115.34143846777701
1996-12-01 115.32887659901100
1997-01-01 117.73793892219200
1997-02-01 117.86430149153601
1997-03-01 118.51854928651800
1997-04-01 119.11762345736099
1997-05-01 119.24468279677299
1997-06-01 119.32323525752301
1997-07-01 118.73958828679001
1997-08-01 119.30846539999600
1997-09-01 120.04475988148701
1997-10-01 119.24266057383200
1997-11-01 119.13582768754800
1997-12-01 119.10679697747200
1998-01-01 120.59289945190800
1998-02-01 120.47964684626400
1998-03-01 121.04722521756099
1998-04-01 120.45784666607800
1998-05-01 120.56924296949400
1998-06-01 120.46901686601000
1998-07-01 121.38252410801500
1998-08-01 121.10928556071501
1998-09-01 121.38997900945999
1998-10-01 121.14796734618400
1998-11-01 120.95820919756201
1998-12-01 120.99257012628401
1999-01-01 121.35561871975700
1999-02-01 121.17432950219900
1999-03-01 121.34609425785200
1999-04-01 120.49754340562500
1999-05-01 120.53334867118800
1999-06-01 121.21672177377701
1999-07-01 120.26328939868200
1999-08-01 120.41756833213900
1999-09-01 120.11406471508500
1999-10-01 120.19015169884199
1999-11-01 120.43358725792200
1999-12-01 120.51829774400200
2000-01-01 119.98177769029101
2000-02-01 120.27318028241699
2000-03-01 119.81473246433800
2000-04-01 120.19629054925699
2000-05-01 119.98275400161200
2000-06-01 120.89695127945900
2000-07-01 121.02260468122800
2000-08-01 120.84664434956000
2000-09-01 120.70688113148300
2000-10-01 121.17923592598900
2000-11-01 121.29726590425301
2000-12-01 121.57397459165700
2001-01-01 120.62787771193300
2001-02-01 121.04259703695300
2001-03-01 121.33574440683100
2001-04-01 121.95335351261200
2001-05-01 122.57150812071801
2001-06-01 123.08054037576001
2001-07-01 124.53919496901199
2001-08-01 123.62617175550400
2001-09-01 123.33430798845501
2001-10-01 123.43477833343200
2001-11-01 123.77248545154200
2001-12-01 124.20811530418800
2002-01-01 123.87066461270200
2002-02-01 123.84575137366600
2002-03-01 124.29324587188299
2002-04-01 124.37295886565599
2002-05-01 124.59416963077801
2002-06-01 124.44562329386200
2002-07-01 124.81013655973000
2002-08-01 125.43299612780301
2002-09-01 126.52976688903601
2002-10-01 127.21887180937600
2002-11-01 128.00949055582400
2002-12-01 128.28784782874598
2003-01-01 129.21080731488300
2003-02-01 129.47334002827998
2003-03-01 129.94842757259500
2003-04-01 129.97250653991802
2003-05-01 129.86106810574700
2003-06-01 130.01653517329200
2003-07-01 129.97896240658702
2003-08-01 130.02665798040800
2003-09-01 131.02826210806300
2003-10-01 131.56290336966600
2003-11-01 130.88754282234900
2003-12-01 131.54985391351300
2004-01-01 132.38411198459000
2004-02-01 133.43621846933700
2004-03-01 133.50058859726800
2004-04-01 133.91151215081700
2004-05-01 134.10793401930300
2004-06-01 134.22372575399000
2004-07-01 134.37718275743700
2004-08-01 134.64697571789600
2004-09-01 134.25436106766600
2004-10-01 135.81136182918300
2004-11-01 136.29443675995100
2004-12-01 135.70882372473199
2005-01-01 134.65946640352600
2005-02-01 135.39161729404302
2005-03-01 135.43217934337298
2005-04-01 137.18208711810200
2005-05-01 136.53401162974300
2005-06-01 136.04994175372698
2005-07-01 137.73559691374500
2005-08-01 138.23333261552798
2005-09-01 138.44167903921000
2005-10-01 138.75943588942698
2005-11-01 138.90490883497600
2005-12-01 138.87351948159900
2006-01-01 138.60956740079200
2006-02-01 139.36846416671300
2006-03-01 139.91242300696200
2006-04-01 140.88476875203400
2006-05-01 141.33840151606898
2006-06-01 141.83111458050600
2006-07-01 142.72008965243700
2006-08-01 143.35146041968600
2006-09-01 143.07902646694200
2006-10-01 143.47610446965900
2006-11-01 144.27713251991700
2006-12-01 145.20143756660000
2007-01-01 146.07855113162900
2007-02-01 146.41348304795700
2007-03-01 146.80961213580300
2007-04-01 147.16527018879400
2007-05-01 147.61382667994900
2007-06-01 148.17687698727198
2007-07-01 148.98668938462998
2007-08-01 149.47049658994100
2007-09-01 150.37128843104400
2007-10-01 150.22648860602700
2007-11-01 150.52016643977100
2007-12-01 151.36110419875200
2008-01-01 151.75259062233602
2008-02-01 152.37602488446200
2008-03-01 153.13061853979000
2008-04-01 153.09702966579400
2008-05-01 153.80686797769600
2008-06-01 153.80121681582000
2008-07-01 153.75190644262500
2008-08-01 154.68808782091298
2008-09-01 154.69710650620502
2008-10-01 154.56830424861700
2008-11-01 154.87691475047200
2008-12-01 155.15324689444900
2009-01-01 155.63044361863000
2009-02-01 155.21478615552300
2009-03-01 155.51380162823799
2009-04-01 155.47433259027900
2009-05-01 155.92290882519600
2009-06-01 156.43357883479300
2009-07-01 157.10687302697500
2009-08-01 157.34341775551400
2009-09-01 157.84506377491100
2009-10-01 159.17385212046500
2009-11-01 158.92116437784202
2009-12-01 158.55125132712500
2010-01-01 158.29258721552000
2010-02-01 158.10978824619200
2010-03-01 157.99752460801300
2010-04-01 158.30538993872700
2010-05-01 158.67043230084500
2010-06-01 159.20561795416500
2010-07-01 159.69657137200600
2010-08-01 159.19316311517500
2010-09-01 159.06104963195600
2010-10-01 159.64654576704902
2010-11-01 159.97476909875600
2010-12-01 160.31194866732300
2011-01-01 161.61273704746202
2011-02-01 161.51150185510000
2011-03-01 161.81805441340600
2011-04-01 162.30859982544000
2011-05-01 161.94411773647600
2011-06-01 161.74690785671498
2011-07-01 160.83835006694798
2011-08-01 160.58310882052900
2011-09-01 161.22134477331699
2011-10-01 161.38618596305600
2011-11-01 161.45074103086100
2011-12-01 161.42512263783200
2012-01-01 161.31922709946400
2012-02-01 161.68361334196700
2012-03-01 162.45613113083400
2012-04-01 161.29508165606600
2012-05-01 160.95906054739200
2012-06-01 160.84273929978500
2012-07-01 160.01305957767300
2012-08-01 160.84736370541500
2012-09-01 160.82191478165400
2012-10-01 160.75599628512398
2012-11-01 160.93713921885902
2012-12-01 160.68019776604100
2013-01-01 161.14221569938800
2013-02-01 161.52962620821899
2013-03-01 161.74428311734698
2013-04-01 161.72393104197600
2013-05-01 161.87882824143100
2013-06-01 162.22904680339002
2013-07-01 161.37935034466200
2013-08-01 162.07689765670202
2013-09-01 162.18428804215299
2013-10-01 161.85585448849199
2013-11-01 162.10026442387300
2013-12-01 162.67405262415800
2014-01-01 162.87335657360700
2014-02-01 162.94399446459300
2014-03-01 163.12484462454300
2014-04-01 163.82594234903900
2014-05-01 164.07704249743100
2014-06-01 164.64505548503100
2014-07-01 165.46688878209102
2014-08-01 166.67550562018900
2014-09-01 166.96336983604300
2014-10-01 167.07043199932400
2014-11-01 167.39394111239000
2014-12-01 167.79843711107299
2015-01-01 167.92032180771600
2015-02-01 168.13990507850800
2015-03-01 168.91167742459100
2015-04-01 169.03192752040900
2015-05-01 169.98501261700800
2015-06-01 170.54100875410901
2015-07-01 171.17511156011000
2015-08-01 170.82862162499700
2015-09-01 171.80214944133098
2015-10-01 173.03223030670500
2015-11-01 173.43986431763300
2015-12-01 173.62619899722700
2016-01-01 174.48844984363800
2016-02-01 174.68795077195801
2016-03-01 174.86317334741798
2016-04-01 176.14954894439603
2016-05-01 176.18591526589500
2016-06-01 176.32605809136200
2016-07-01 178.25633912815700
2016-08-01 178.25831869713600
2016-09-01 179.45313935910100
2016-10-01 178.84597446364398
2016-11-01 178.89497894327500
2016-12-01 179.78171675698897
2017-01-01 179.74063446422500
2017-02-01 180.03614923566602
2017-03-01 180.95862389810398
2017-04-01 181.35220536939500
2017-05-01 182.66776300554600
2017-06-01 182.74728010398700
2017-07-01 182.65420587446000
2017-08-01 182.74192153836800
2017-09-01 180.55864307409198
2017-10-01 183.45864189460900
2017-11-01 183.56060152415300
2017-12-01 184.25935981137600
2018-01-01 184.44823049155000
2018-02-01 184.98734264762000
2018-03-01 185.56258409931800
2018-04-01 184.77450926175598
2018-05-01 185.00301004172198
2018-06-01 185.25433944536700
2018-07-01 185.95107264685902
2018-08-01 187.70350324901298
2018-09-01 187.68779446221600
2018-10-01 188.08816868246700
2018-11-01 188.45320956596802
2018-12-01 188.96870338767100
2019-01-01 189.97615282363998
2019-02-01 190.62423405545897
2019-03-01 191.25138370732498
2019-04-01 191.76551206308200
2019-05-01 192.06377350088403
2019-06-01 191.24954994182400
2019-07-01 191.81684876322100
2019-08-01 192.72158997002600
2019-09-01 192.35050875803398
2019-10-01 193.43400802473099
2019-11-01 193.97974460871100
2019-12-01 194.02098291007900
2020-01-01 194.72571448309500
2020-02-01 195.49927570475700
2020-03-01 194.80171683174598
2020-04-01 176.16214397013002
2020-05-01 180.89664349368500
2020-06-01 184.78193795893200
2020-07-01 183.07030096266700
2020-08-01 183.23479534292900
2020-09-01 184.61112102576500
2020-10-01 187.39480677752300
2020-11-01 187.61339827640800
2020-12-01 188.01213803488100
2021-01-01 187.93463421991600
2021-02-01 188.92282149027000
2021-03-01 190.37937225727000
2021-04-01 191.28605652466098
2021-05-01 191.84377822431300
2021-06-01 193.08413915502900
2021-07-01 194.46702961633200
2021-08-01 194.41537648456600
2021-09-01 195.76490208904400
2021-10-01 197.97314571827600
2021-11-01 198.00742896799500
2021-12-01 198.05111769301900
2022-01-01 199.01719233547100
2022-02-01 200.46595289202800
2022-03-01 200.44483018716900
2022-04-01 201.53929859112802
2022-05-01 202.50817499636600
2022-06-01 203.10454710677900
2022-07-01 203.78169480234100
2022-08-01 205.11848230486302
2022-09-01 207.37486658599300
2022-10-01 207.68477626922600
2022-11-01 208.08297217280798
2022-12-01 208.80874533003100
2023-01-01 210.59283786334800
2023-02-01 210.67787179389902
2023-03-01 211.53082203340900
2023-04-01 213.42186649415200
2023-05-01 214.03652640087898
2023-06-01 214.22156874569998
2023-07-01 214.47228639422198
2023-08-01 215.12524652300300
2023-09-01 215.85820360929299
2023-10-01 215.93176339393102
2023-11-01 216.97869637972000
2023-12-01 218.80404174538700
2024-01-01 219.12444079796000
2024-02-01 219.48012244895600
2024-03-01 220.87972949862498
2024-04-01 220.38744644804700
2024-05-01 221.14030533634400
2024-06-01 222.44257692391800
2024-07-01 223.42401231002498
2024-08-01 224.12767063165800
2024-09-01 223.16131019511200
2024-10-01 223.10448589671700
2024-11-01 222.87476140069000
2024-12-01 223.11122808304000

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