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 2024-12-01
Last Updated 2025-01-29 6:08 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
1990-01-01 181.99757726177300
1990-02-01 182.63090761865200
1990-03-01 183.16285643850102
1990-04-01 182.66881464732498
1990-05-01 183.30864185204600
1990-06-01 185.39566903202098
1990-07-01 184.92141150962900
1990-08-01 186.59298617988800
1990-09-01 187.57764399522500
1990-10-01 188.11276346937600
1990-11-01 188.60392995704900
1990-12-01 189.33810146173900
1991-01-01 189.62278059977500
1991-02-01 190.29726508025800
1991-03-01 191.28800506371400
1991-04-01 192.76343319290402
1991-05-01 193.36002674031300
1991-06-01 194.45786397580898
1991-07-01 195.99307932676498
1991-08-01 196.49001235991200
1991-09-01 197.73559505381002
1991-10-01 198.39394004141800
1991-11-01 199.47870740980701
1991-12-01 199.77863084360698
1992-01-01 204.04604549957298
1992-02-01 204.53507505711700
1992-03-01 204.98129110487400
1992-04-01 207.14737724915200
1992-05-01 206.37772821821500
1992-06-01 205.90107996493200
1992-07-01 205.77020877183898
1992-08-01 205.69554800119300
1992-09-01 205.16995376306400
1992-10-01 206.47186883216800
1992-11-01 207.36524772602698
1992-12-01 208.66910905150700
1993-01-01 209.60580857544700
1993-02-01 210.16761217774900
1993-03-01 210.52558416783300
1993-04-01 211.54889903838200
1993-05-01 212.10603027046102
1993-06-01 212.80142041977500
1993-07-01 215.78454074623198
1993-08-01 216.29669682541902
1993-09-01 216.97555817557500
1993-10-01 218.59266226135503
1993-11-01 219.18809069974702
1993-12-01 219.64800747764900
1994-01-01 219.77231150608299
1994-02-01 220.49433005280300
1994-03-01 221.42957018223800
1994-04-01 221.50630112601200
1994-05-01 222.82723177955800
1994-06-01 223.88929884450900
1994-07-01 224.77578553463698
1994-08-01 225.75996358992700
1994-09-01 227.21150287734700
1994-10-01 225.23543186765700
1994-11-01 226.64324137960800
1994-12-01 227.67732523557498
1995-01-01 229.08458474710997
1995-02-01 230.43195984356097
1995-03-01 231.50423517117600
1995-04-01 232.09166152103200
1995-05-01 232.66912732298500
1995-06-01 234.05570367624000
1995-07-01 233.11379745009603
1995-08-01 233.67740290476400
1995-09-01 235.35510383433700
1995-10-01 236.84905971118900
1995-11-01 238.05494387149503
1995-12-01 238.36596488322100
1996-01-01 237.60677624210900
1996-02-01 239.27291238729500
1996-03-01 239.69695264820498
1996-04-01 236.73698867900300
1996-05-01 237.69534083907300
1996-06-01 238.58609689455503
1996-07-01 238.74937062766800
1996-08-01 239.39119281805400
1996-09-01 239.88045938799500
1996-10-01 240.16587467754200
1996-11-01 241.16576191153098
1996-12-01 241.06574517296502
1997-01-01 242.95135140033200
1997-02-01 243.30480147417200
1997-03-01 244.32162682771500
1997-04-01 245.90756435245400
1997-05-01 246.65631874883000
1997-06-01 247.21930744672198
1997-07-01 248.49454125850700
1997-08-01 249.83983826483300
1997-09-01 250.65135190807800
1997-10-01 250.99307138415900
1997-11-01 251.23863170331902
1997-12-01 251.60659797704798
1998-01-01 253.02565320537800
1998-02-01 253.79943139812698
1998-03-01 254.74107573442402
1998-04-01 250.49746904411302
1998-05-01 250.80207704447000
1998-06-01 251.26844524301300
1998-07-01 251.63785542499000
1998-08-01 251.46785017758302
1998-09-01 252.02727094824002
1998-10-01 251.91842003152803
1998-11-01 252.25593250201402
1998-12-01 252.63994510738900
1999-01-01 253.01350945900600
1999-02-01 253.35395428565700
1999-03-01 254.43712458034600
1999-04-01 253.23655198771000
1999-05-01 253.38943357395198
1999-06-01 254.55603624475600
1999-07-01 253.78956151610100
1999-08-01 254.63688130926500
1999-09-01 253.69603176959998
1999-10-01 253.15840003459700
1999-11-01 254.30075684228700
1999-12-01 255.16178769291300
2000-01-01 255.21905153528098
2000-02-01 255.93165214400900
2000-03-01 256.18233935909900
2000-04-01 255.33901628985402
2000-05-01 255.63355184625800
2000-06-01 256.67834844817700
2000-07-01 257.35250137880600
2000-08-01 257.92949318261200
2000-09-01 258.13043345222803
2000-10-01 258.79676560600900
2000-11-01 259.59228634297500
2000-12-01 260.18833497175200
2001-01-01 257.12465540146500
2001-02-01 258.07276539385000
2001-03-01 258.82837787662896
2001-04-01 260.47208152965200
2001-05-01 262.19798206590100
2001-06-01 263.19781623548300
2001-07-01 264.79560077286800
2001-08-01 265.63516041019200
2001-09-01 266.95434026472300
2001-10-01 267.77205952324400
2001-11-01 269.04354148330700
2001-12-01 270.14547831319800
2002-01-01 270.38002868903500
2002-02-01 271.07774710613900
2002-03-01 272.75437223202300
2002-04-01 272.70963636403303
2002-05-01 273.24032695707900
2002-06-01 274.04187632968900
2002-07-01 273.43799482410300
2002-08-01 275.22864344928297
2002-09-01 276.51852913169500
2002-10-01 277.67883276916200
2002-11-01 278.66255680700800
2002-12-01 279.06679283792800
2003-01-01 280.15347178928100
2003-02-01 280.98552138366100
2003-03-01 281.71953371681400
2003-04-01 282.30190047582903
2003-05-01 282.62153793580900
2003-06-01 283.58344373330897
2003-07-01 283.43149893802297
2003-08-01 284.42685572846300
2003-09-01 285.74358380257500
2003-10-01 288.04639642509200
2003-11-01 286.70664970766700
2003-12-01 287.87034097408500
2004-01-01 289.41482789848000
2004-02-01 290.47944956367300
2004-03-01 290.45826586218800
2004-04-01 292.71499904505697
2004-05-01 293.26004063140203
2004-06-01 293.15994884334200
2004-07-01 293.93520775039100
2004-08-01 294.17488960788300
2004-09-01 292.42420287589900
2004-10-01 296.82510139632100
2004-11-01 298.00126694039903
2004-12-01 297.46375255329800
2005-01-01 296.44276129289100
2005-02-01 298.20749373165700
2005-03-01 297.76964323609500
2005-04-01 301.34944112801700
2005-05-01 300.70536007710996
2005-06-01 300.11108720360300
2005-07-01 303.47005971806703
2005-08-01 304.48881610801897
2005-09-01 304.57079622206100
2005-10-01 303.53531615097200
2005-11-01 303.32650252882400
2005-12-01 303.77359493026700
2006-01-01 302.97384031337300
2006-02-01 303.57780509297900
2006-03-01 305.01173633933300
2006-04-01 305.32067807116000
2006-05-01 306.45269848664800
2006-06-01 307.15011301621200
2006-07-01 308.71429477372600
2006-08-01 309.83161655116600
2006-09-01 310.01866341867600
2006-10-01 310.74826987006400
2006-11-01 311.95710585465000
2006-12-01 312.91846664730000
2007-01-01 314.28203846703900
2007-02-01 315.28196358255600
2007-03-01 315.71947213175700
2007-04-01 316.46200651937403
2007-05-01 317.38128134090300
2007-06-01 318.48944384039600
2007-07-01 319.03161313731600
2007-08-01 319.92381111152100
2007-09-01 321.10074594443500
2007-10-01 321.47059126967997
2007-11-01 322.36221297345400
2007-12-01 323.80199722169300
2008-01-01 324.75107229316700
2008-02-01 325.84618250634600
2008-03-01 326.75171914704600
2008-04-01 325.45340267276800
2008-05-01 326.21311746920200
2008-06-01 326.54962401235100
2008-07-01 325.82848306564097
2008-08-01 326.47133606111800
2008-09-01 326.26436678074800
2008-10-01 326.55056052078900
2008-11-01 327.09189546704397
2008-12-01 327.35457114761000
2009-01-01 327.33681427713300
2009-02-01 326.68658022485600
2009-03-01 327.44689155315300
2009-04-01 328.37444384566004
2009-05-01 329.60117619790400
2009-06-01 330.27507291383300
2009-07-01 331.69840585367200
2009-08-01 331.83824965568800
2009-09-01 332.59433154846600
2009-10-01 334.67705863982900
2009-11-01 334.79700965533700
2009-12-01 334.41533582237100
2010-01-01 334.34918643124700
2010-02-01 334.00354418388500
2010-03-01 334.06001652534100
2010-04-01 334.22802258485600
2010-05-01 335.01826374426100
2010-06-01 335.65790954868700
2010-07-01 337.46107660935600
2010-08-01 335.90480638043400
2010-09-01 335.69433445342700
2010-10-01 337.15268606739100
2010-11-01 337.70357188309504
2010-12-01 338.16707991181800
2011-01-01 340.24345706076303
2011-02-01 340.35274929502900
2011-03-01 340.45548141769600
2011-04-01 342.76591497328400
2011-05-01 341.69455869353500
2011-06-01 341.08065363109904
2011-07-01 340.94696657382303
2011-08-01 339.61013554622500
2011-09-01 341.08340852694500
2011-10-01 340.95786749631400
2011-11-01 341.19957714570900
2011-12-01 341.32405076789700
2012-01-01 340.73071766299800
2012-02-01 341.10023625105100
2012-03-01 342.58184451776900
2012-04-01 339.79187383774500
2012-05-01 339.20889731737000
2012-06-01 339.40340104103200
2012-07-01 339.33967550049600
2012-08-01 340.14867683629797
2012-09-01 340.72777995414900
2012-10-01 340.77812071980900
2012-11-01 340.96195135208600
2012-12-01 340.54107385250700
2013-01-01 341.53101830369700
2013-02-01 342.44196748901100
2013-03-01 343.52127224045900
2013-04-01 344.23569627448500
2013-05-01 344.20329526815500
2013-06-01 345.07583114879700
2013-07-01 344.56872538154900
2013-08-01 345.38708004225100
2013-09-01 345.44866792483500
2013-10-01 345.65751980194800
2013-11-01 346.59528768084200
2013-12-01 347.75495002983297
2014-01-01 348.46052186187205
2014-02-01 349.28364749456904
2014-03-01 349.84037502338896
2014-04-01 351.14654817587603
2014-05-01 351.71516686239200
2014-06-01 352.86618863163400
2014-07-01 354.27329257319604
2014-08-01 356.22424099071400
2014-09-01 357.17487507597997
2014-10-01 357.67474991125000
2014-11-01 358.13375756025300
2014-12-01 359.24736174362200
2015-01-01 359.92359998275595
2015-02-01 360.39630346851095
2015-03-01 361.64631551540500
2015-04-01 362.19073656294800
2015-05-01 364.14004774685700
2015-06-01 365.27885852350306
2015-07-01 366.48625098940200
2015-08-01 366.00504372742500
2015-09-01 367.63258386081700
2015-10-01 369.85174241182600
2015-11-01 371.12210937940904
2015-12-01 371.44291003275900
2016-01-01 373.08223362106800
2016-02-01 373.22471230945400
2016-03-01 374.14232355226800
2016-04-01 376.93057957086900
2016-05-01 377.06653144130500
2016-06-01 377.99596701659500
2016-07-01 381.05371217218806
2016-08-01 380.44457855432000
2016-09-01 382.70154818279300
2016-10-01 382.63377776931196
2016-11-01 383.04410343950700
2016-12-01 385.31396848403600
2017-01-01 385.98578458969496
2017-02-01 387.27650046932996
2017-03-01 388.91434189088300
2017-04-01 389.46617288478700
2017-05-01 391.60507696914300
2017-06-01 392.36395845391900
2017-07-01 392.00638038680700
2017-08-01 392.36420309589800
2017-09-01 386.87241625815300
2017-10-01 392.74305326253000
2017-11-01 393.21519554490897
2017-12-01 394.54461951244800
2018-01-01 394.10179216044600
2018-02-01 395.42993860650597
2018-03-01 396.97720404211600
2018-04-01 396.25244161963800
2018-05-01 396.72620227108600
2018-06-01 397.54842366567900
2018-07-01 398.60821447606696
2018-08-01 401.15607227483200
2018-09-01 401.76919666413200
2018-10-01 401.85247348271895
2018-11-01 402.46527300522300
2018-12-01 403.13849607616000
2019-01-01 405.17007052663400
2019-02-01 406.23152815115196
2019-03-01 407.34757145261400
2019-04-01 409.10540977121900
2019-05-01 409.69214715733597
2019-06-01 409.17736972577796
2019-07-01 409.43512414093100
2019-08-01 411.35907828220100
2019-09-01 410.52269195210600
2019-10-01 413.11038986287804
2019-11-01 414.36759836930100
2019-12-01 414.88705190607806
2020-01-01 416.63380029205103
2020-02-01 418.38368185109596
2020-03-01 416.51388431658300
2020-04-01 369.51582845909500
2020-05-01 383.03132394723997
2020-06-01 393.31064379218200
2020-07-01 389.80967129073196
2020-08-01 390.58843636395700
2020-09-01 393.34394119494400
2020-10-01 397.67552550383004
2020-11-01 398.49665712336500
2020-12-01 399.55146430466600
2021-01-01 400.38988187918700
2021-02-01 401.89776813055300
2021-03-01 404.69411011232500
2021-04-01 405.20321266623100
2021-05-01 406.15057290396700
2021-06-01 407.59153282700200
2021-07-01 410.18555308770800
2021-08-01 409.36861760470200
2021-09-01 409.33667484287400
2021-10-01 413.81126908122300
2021-11-01 415.27036898147800
2021-12-01 415.64352427717100
2022-01-01 415.48501488370795
2022-02-01 417.98439718026200
2022-03-01 417.90572120588996
2022-04-01 420.77108936989000
2022-05-01 423.20841704847000
2022-06-01 423.71837615350200
2022-07-01 426.04586166191300
2022-08-01 429.01776894091700
2022-09-01 433.52780556033100
2022-10-01 433.64168242232904
2022-11-01 434.54330604638200
2022-12-01 436.72890156973700
2023-01-01 439.64423992786004
2023-02-01 440.79221624720700
2023-03-01 442.72281888250296
2023-04-01 444.76872152690400
2023-05-01 446.05316414119400
2023-06-01 447.12377321379205
2023-07-01 447.50021732227896
2023-08-01 449.32566177677200
2023-09-01 451.23028982343203
2023-10-01 452.42668204741900
2023-11-01 454.24643461580900
2023-12-01 456.82303877593700
2024-01-01 459.06043747879500
2024-02-01 459.30029041035795
2024-03-01 462.39646212834700
2024-04-01 462.04356576767700
2024-05-01 462.53497487947897
2024-06-01 465.69952574605200
2024-07-01 465.59101589558900
2024-08-01 466.06731164849197
2024-09-01 465.47963249114600
2024-10-01 465.17257361342300
2024-11-01 466.09997100835403
2024-12-01 466.04161946119103

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