Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Miami-Fort Lauderdale-West Palm Beach, FL (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Miami-Fort Lauderdale-West Palm Beach, FL (MSA)
Series ID MIAM112EDUH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-10-01
Last Updated 2024-11-20 5:45 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
1990-01-01 181.99743273888902
1990-02-01 182.63079156723597
1990-03-01 183.16276750004602
1990-04-01 182.66876278258600
1990-05-01 183.30860568468300
1990-06-01 185.39569993219400
1990-07-01 184.92146214241000
1990-08-01 186.59302063677700
1990-09-01 187.57769028561600
1990-10-01 188.11283796483397
1990-11-01 188.60402195698700
1990-12-01 189.33820744880200
1991-01-01 189.62264084806300
1991-02-01 190.29714894321097
1991-03-01 191.28791419793700
1991-04-01 192.76338220840100
1991-05-01 193.35999071921398
1991-06-01 194.45790381123800
1991-07-01 195.99312991403900
1991-08-01 196.49004531401900
1991-09-01 197.73563961780500
1991-10-01 198.39401047340098
1991-11-01 199.47879027571300
1991-12-01 199.77872261787100
1992-01-01 204.04591318069500
1992-02-01 204.53496106444100
1992-03-01 204.98120277187303
1992-04-01 207.14733145762100
1992-05-01 206.37770217636398
1992-06-01 205.90113359919700
1992-07-01 205.77025578470798
1992-08-01 205.69557963770100
1992-09-01 205.16999416865200
1992-10-01 206.47192750124200
1992-11-01 207.36531039362498
1992-12-01 208.66917991299700
1993-01-01 209.60568365441398
1993-02-01 210.16750076349800
1993-03-01 210.52548817929600
1993-04-01 211.54889333179100
1993-05-01 212.10603201536500
1993-06-01 212.80148452316300
1993-07-01 215.78458715125703
1993-08-01 216.29672719080600
1993-09-01 216.97559152668202
1993-10-01 218.59270417366700
1993-11-01 219.18812259232200
1993-12-01 219.64803996397498
1994-01-01 219.77220388821098
1994-02-01 220.49422111709100
1994-03-01 221.42946117991002
1994-04-01 221.50635058067502
1994-05-01 222.82726156471801
1994-06-01 223.88937653488998
1994-07-01 224.77582998637502
1994-08-01 225.75999030110900
1994-09-01 227.21152764853400
1994-10-01 225.23545245597500
1994-11-01 226.64324094259900
1994-12-01 227.67732828322300
1995-01-01 229.08448922352700
1995-02-01 230.43184906841802
1995-03-01 231.50410654165700
1995-04-01 232.09177766032200
1995-05-01 232.66918599338402
1995-06-01 234.05578182758097
1995-07-01 233.11384403759300
1995-08-01 233.67742527558000
1995-09-01 235.35511815245200
1995-10-01 236.84906183858100
1995-11-01 238.05491762715400
1995-12-01 238.36594297814100
1996-01-01 237.60669892034700
1996-02-01 239.27280884893900
1996-03-01 239.69682152645000
1996-04-01 236.73713692994000
1996-05-01 237.69541219417000
1996-06-01 238.58616732722100
1996-07-01 238.74941375786600
1996-08-01 239.39121072160500
1996-09-01 239.88046643980200
1996-10-01 240.16586400237600
1996-11-01 241.16572936896802
1996-12-01 241.06572945299303
1997-01-01 242.95127948457000
1997-02-01 243.30470591733100
1997-03-01 244.32149310729199
1997-04-01 245.90772793995400
1997-05-01 246.65639468373100
1997-06-01 247.21936447842498
1997-07-01 248.49457752094898
1997-08-01 249.83985407723300
1997-09-01 250.65135238793000
1997-10-01 250.99305465696800
1997-11-01 251.23860542265400
1997-12-01 251.60659825219798
1998-01-01 253.02558557752700
1998-02-01 253.79935088764100
1998-03-01 254.74096169779300
1998-04-01 250.49760370706500
1998-05-01 250.80213162845600
1998-06-01 251.26849252979198
1998-07-01 251.63788079335600
1998-08-01 251.46786220289397
1998-09-01 252.02727044566000
1998-10-01 251.91840688171100
1998-11-01 252.25592121587002
1998-12-01 252.63996187289100
1999-01-01 253.01345295885200
1999-02-01 253.35389429029000
1999-03-01 254.43703947351798
1999-04-01 253.23664001850798
1999-05-01 253.38946510027600
1999-06-01 254.55607014872100
1999-07-01 253.78957715727100
1999-08-01 254.63689086004600
1999-09-01 253.69603272003900
1999-10-01 253.15839474658700
1999-11-01 254.30076099991000
1999-12-01 255.16181438741500
2000-01-01 255.21900495932098
2000-02-01 255.93161267515598
2000-03-01 256.18228974203800
2000-04-01 255.33905001864300
2000-05-01 255.63356157351800
2000-06-01 256.67837035170504
2000-07-01 257.35251075264200
2000-08-01 257.92950098406000
2000-09-01 258.13043941109197
2000-10-01 258.79676986856300
2000-11-01 259.59230106484796
2000-12-01 260.18836178932200
2001-01-01 257.12462171355800
2001-02-01 258.07273787192400
2001-03-01 258.82834032933600
2001-04-01 260.47209007250400
2001-05-01 262.19798374593800
2001-06-01 263.19782745714000
2001-07-01 264.79560604469200
2001-08-01 265.63516740985200
2001-09-01 266.95434844919400
2001-10-01 267.77206958067296
2001-11-01 269.04356098499300
2001-12-01 270.14550404921700
2002-01-01 270.37999971648500
2002-02-01 271.07772537413900
2002-03-01 272.75434449758400
2002-04-01 272.70963480019600
2002-05-01 273.24032336340600
2002-06-01 274.04188127422300
2002-07-01 273.43799908575600
2002-08-01 275.22864965734200
2002-09-01 276.51853743182000
2002-10-01 277.67884494073200
2002-11-01 278.66257372053500
2002-12-01 279.06681108790100
2003-01-01 280.15345119842000
2003-02-01 280.98550500679200
2003-03-01 281.71951371663700
2003-04-01 282.30189644858103
2003-05-01 282.62153496158500
2003-06-01 283.58344509416100
2003-07-01 283.43150281002397
2003-08-01 284.42685989009300
2003-09-01 285.74358980012300
2003-10-01 288.04640773207100
2003-11-01 286.70666193755300
2003-12-01 287.87035012541900
2004-01-01 289.41481613701200
2004-02-01 290.47943986548900
2004-03-01 290.45825217308400
2004-04-01 292.71499393967900
2004-05-01 293.26003920365200
2004-06-01 293.15995016486600
2004-07-01 293.93521040507100
2004-08-01 294.17489186521600
2004-09-01 292.42420678057500
2004-10-01 296.82510972838000
2004-11-01 298.00127374173200
2004-12-01 297.46375276310800
2005-01-01 296.44275913421103
2005-02-01 298.20749046208600
2005-03-01 297.76963235423300
2005-04-01 301.34943930847700
2005-05-01 300.70535988910200
2005-06-01 300.11108782454300
2005-07-01 303.47006061316300
2005-08-01 304.48881630040500
2005-09-01 304.57079665346400
2005-10-01 303.53531986969200
2005-11-01 303.32650655910200
2005-12-01 303.77359536090200
2006-01-01 302.97384167453500
2006-02-01 303.57780697630700
2006-03-01 305.01172929093497
2006-04-01 305.32067932959300
2006-05-01 306.45269916173000
2006-06-01 307.15011203052796
2006-07-01 308.71429147875400
2006-08-01 309.83161174884500
2006-09-01 310.01866645186200
2006-10-01 310.74825824288200
2006-11-01 311.95710946523104
2006-12-01 312.91847260068100
2007-01-01 314.28204838110696
2007-02-01 315.28197380946000
2007-03-01 315.71947095404000
2007-04-01 316.46201048605900
2007-05-01 317.38128332508800
2007-06-01 318.48944365624900
2007-07-01 319.03158851511800
2007-08-01 319.92379549279800
2007-09-01 321.10075456828700
2007-10-01 321.47056123106300
2007-11-01 322.36221015872400
2007-12-01 323.80199630033200
2008-01-01 324.75116000278500
2008-02-01 325.84618318885400
2008-03-01 326.75171469493400
2008-04-01 325.45340703616300
2008-05-01 326.21311871824300
2008-06-01 326.54962184430900
2008-07-01 325.82843859691400
2008-08-01 326.47128055288300
2008-09-01 326.26438474780400
2008-10-01 326.55051705966600
2008-11-01 327.09189284823800
2008-12-01 327.35457247540796
2009-01-01 327.33699104165197
2009-02-01 326.68657696710400
2009-03-01 327.44687290945000
2009-04-01 328.37444853568300
2009-05-01 329.60117787668900
2009-06-01 330.27506646799400
2009-07-01 331.69833517930900
2009-08-01 331.83815172614000
2009-09-01 332.59434522141300
2009-10-01 334.67699155649000
2009-11-01 334.79696778140203
2009-12-01 334.41542210859797
2010-01-01 334.34942199302600
2010-02-01 334.00353207452800
2010-03-01 334.06000705137404
2010-04-01 334.22807695391600
2010-05-01 335.01830077912103
2010-06-01 335.65788718281800
2010-07-01 337.46093473081004
2010-08-01 335.90457868858700
2010-09-01 335.69426818784700
2010-10-01 337.15258137533900
2010-11-01 337.70353999311800
2010-12-01 338.16734987811697
2011-01-01 340.24377708570400
2011-02-01 340.35285395574400
2011-03-01 340.45557011995203
2011-04-01 342.76605249042400
2011-05-01 341.69454178511904
2011-06-01 341.08040427461800
2011-07-01 340.94643493535597
2011-08-01 339.60948674870400
2011-09-01 341.08328508317400
2011-10-01 340.95805521071000
2011-11-01 341.19999360403597
2011-12-01 341.32483940741800
2012-01-01 340.73118763452703
2012-02-01 341.10041164037900
2012-03-01 342.58196190283700
2012-04-01 339.79186560865700
2012-05-01 339.20850355231700
2012-06-01 339.40280218184400
2012-07-01 339.33905531518300
2012-08-01 340.14538939168200
2012-09-01 340.72845688045600
2012-10-01 340.77964209694800
2012-11-01 340.96374228032800
2012-12-01 340.54280748121200
2013-01-01 341.53178196225400
2013-02-01 342.44213668875096
2013-03-01 343.52106119633800
2013-04-01 344.23460621650804
2013-05-01 344.20237819046400
2013-06-01 345.07425843741000
2013-07-01 344.56751900848604
2013-08-01 345.37987330619700
2013-09-01 345.45212617343200
2013-10-01 345.65702429633000
2013-11-01 346.60757853266000
2013-12-01 347.75509157833704
2014-01-01 348.46016584325400
2014-02-01 349.28311901775500
2014-03-01 349.83936772523400
2014-04-01 351.14353478692800
2014-05-01 351.71333160669500
2014-06-01 352.86375133262703
2014-07-01 354.27158086039003
2014-08-01 356.21305228491700
2014-09-01 357.18186731458000
2014-10-01 357.67270759507403
2014-11-01 358.15768485435797
2014-12-01 359.24587613701800
2015-01-01 359.92217958136400
2015-02-01 360.39512855147000
2015-03-01 361.64172336496200
2015-04-01 362.18608463867200
2015-05-01 364.13759136436900
2015-06-01 365.27554324866600
2015-07-01 366.48366817525900
2015-08-01 365.99238384773696
2015-09-01 367.64286514008600
2015-10-01 369.84757826259903
2015-11-01 371.15822690209700
2015-12-01 371.43948531365095
2016-01-01 373.07946225176903
2016-02-01 373.22242662739194
2016-03-01 374.13350147953800
2016-04-01 376.92430276782700
2016-05-01 377.06272751848700
2016-06-01 377.99163779978300
2016-07-01 381.05044747096900
2016-08-01 380.43240228677297
2016-09-01 382.71499329887200
2016-10-01 382.63280757218496
2016-11-01 383.08429883177000
2016-12-01 385.31202833213797
2017-01-01 385.98348996474095
2017-02-01 387.26960380672300
2017-03-01 388.90100761449304
2017-04-01 389.45796166619100
2017-05-01 391.59905511979400
2017-06-01 392.35726595910400
2017-07-01 392.00107367384805
2017-08-01 392.35592074360704
2017-09-01 386.88952033296700
2017-10-01 392.74948928571297
2017-11-01 393.25990019050596
2017-12-01 394.54392305458600
2018-01-01 394.09824578787806
2018-02-01 395.41627940202100
2018-03-01 396.96093255969500
2018-04-01 396.24058803652100
2018-05-01 396.71487833391700
2018-06-01 397.53682115440100
2018-07-01 398.60378200640700
2018-08-01 401.14267945529500
2018-09-01 401.79647622170700
2018-10-01 401.88645840788000
2018-11-01 402.51186017484700
2018-12-01 403.13325225557196
2019-01-01 405.16442670519206
2019-02-01 406.21154824776400
2019-03-01 407.31823889295600
2019-04-01 409.08830894193300
2019-05-01 409.67352517890100
2019-06-01 409.15865960204695
2019-07-01 409.43156706984000
2019-08-01 411.34404337814400
2019-09-01 410.57247400284700
2019-10-01 413.17900416437800
2019-11-01 414.41891224489405
2019-12-01 414.87447830140195
2020-01-01 416.61849672838500
2020-02-01 418.35207423840200
2020-03-01 416.46576124095805
2020-04-01 369.49008163360605
2020-05-01 383.00319837126096
2020-06-01 393.28563478070504
2020-07-01 389.81250444280400
2020-08-01 390.58063085344900
2020-09-01 393.42769889467600
2020-10-01 397.78323749552806
2020-11-01 398.55188808838300
2020-12-01 399.52675848279600
2021-01-01 400.35732883730100
2021-02-01 401.84805302378200
2021-03-01 404.60591359644303
2021-04-01 405.16516064955100
2021-05-01 406.11621162982300
2021-06-01 407.53953061957700
2021-07-01 410.20889645855700
2021-08-01 409.39175474544703
2021-09-01 409.47310312052300
2021-10-01 413.98387989208900
2021-11-01 415.37366190454600
2021-12-01 415.54414410074895
2022-01-01 415.40723577175400
2022-02-01 417.90847661821294
2022-03-01 417.75903465426200
2022-04-01 420.71850510102206
2022-05-01 423.18211210816500
2022-06-01 423.64669812804800
2022-07-01 426.11467915583506
2022-08-01 429.09727851311700
2022-09-01 433.72579239102500
2022-10-01 433.90190596492600
2022-11-01 434.66660001872003
2022-12-01 436.49399142346000
2023-01-01 439.51647535582500
2023-02-01 440.69654237788694
2023-03-01 442.50405891877097
2023-04-01 444.71241392619100
2023-05-01 446.05239329675500
2023-06-01 447.03324990775600
2023-07-01 447.62615979338000
2023-08-01 449.48465609659900
2023-09-01 451.48510847486705
2023-10-01 452.77401854634303
2023-11-01 454.36420903343804
2023-12-01 456.41320285444505
2024-01-01 458.88501037152605
2024-02-01 459.19301793915497
2024-03-01 462.12825063001000
2024-04-01 461.98757136835195
2024-05-01 462.56638291932700
2024-06-01 465.61256120742996
2024-07-01 465.77026410741900
2024-08-01 466.30388661251300
2024-09-01 465.77393585055495
2024-10-01 465.57976602223397

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