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 2026-06-01 |
| Last Updated | 2026-07-22 9:39 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. 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 | 181.997428444162 |
| 1990-02-01 | 182.630787035409 |
| 1990-03-01 | 183.162763177535 |
| 1990-04-01 | 182.668756445299 |
| 1990-05-01 | 183.308602459633 |
| 1990-06-01 | 185.395718027073 |
| 1990-07-01 | 184.921466083585 |
| 1990-08-01 | 186.593017839195 |
| 1990-09-01 | 187.577708724314 |
| 1990-10-01 | 188.112834572378 |
| 1990-11-01 | 188.604017686055 |
| 1990-12-01 | 189.338201553627 |
| 1991-01-01 | 189.622635222779 |
| 1991-02-01 | 190.297142940463 |
| 1991-03-01 | 191.287908520056 |
| 1991-04-01 | 192.763377118638 |
| 1991-05-01 | 193.359986533497 |
| 1991-06-01 | 194.457925928698 |
| 1991-07-01 | 195.993134885972 |
| 1991-08-01 | 196.490042532662 |
| 1991-09-01 | 197.735659759641 |
| 1991-10-01 | 198.394007660860 |
| 1991-11-01 | 199.478784282393 |
| 1991-12-01 | 199.778713836101 |
| 1992-01-01 | 204.045903413577 |
| 1992-02-01 | 204.534951690716 |
| 1992-03-01 | 204.981195332763 |
| 1992-04-01 | 207.147329439571 |
| 1992-05-01 | 206.377698449696 |
| 1992-06-01 | 205.901165162133 |
| 1992-07-01 | 205.770262117535 |
| 1992-08-01 | 205.695581761867 |
| 1992-09-01 | 205.170018390379 |
| 1992-10-01 | 206.471926317080 |
| 1992-11-01 | 207.365299783861 |
| 1992-12-01 | 208.669160343947 |
| 1993-01-01 | 209.605659877579 |
| 1993-02-01 | 210.167477510486 |
| 1993-03-01 | 210.525471182608 |
| 1993-04-01 | 211.548908088582 |
| 1993-05-01 | 212.106043361251 |
| 1993-06-01 | 212.801531489338 |
| 1993-07-01 | 215.784601891970 |
| 1993-08-01 | 216.296740573996 |
| 1993-09-01 | 216.975625746019 |
| 1993-10-01 | 218.592702311877 |
| 1993-11-01 | 219.188097946024 |
| 1993-12-01 | 219.648001294772 |
| 1994-01-01 | 219.772144090205 |
| 1994-02-01 | 220.494158813322 |
| 1994-03-01 | 221.429413690018 |
| 1994-04-01 | 221.506437093462 |
| 1994-05-01 | 222.827289459134 |
| 1994-06-01 | 223.889452253569 |
| 1994-07-01 | 224.775865928960 |
| 1994-08-01 | 225.760024409431 |
| 1994-09-01 | 227.211572333048 |
| 1994-10-01 | 225.235455683659 |
| 1994-11-01 | 226.643202294362 |
| 1994-12-01 | 227.677244683966 |
| 1995-01-01 | 229.084382526321 |
| 1995-02-01 | 230.431708977828 |
| 1995-03-01 | 231.503941903796 |
| 1995-04-01 | 232.092031638339 |
| 1995-05-01 | 232.669277341227 |
| 1995-06-01 | 234.055895154261 |
| 1995-07-01 | 233.113912219554 |
| 1995-08-01 | 233.677482764279 |
| 1995-09-01 | 235.355164040488 |
| 1995-10-01 | 236.849055349559 |
| 1995-11-01 | 238.054852277108 |
| 1995-12-01 | 238.365803024373 |
| 1996-01-01 | 237.606540062465 |
| 1996-02-01 | 239.272592593221 |
| 1996-03-01 | 239.696527157873 |
| 1996-04-01 | 236.737566064217 |
| 1996-05-01 | 237.695580660206 |
| 1996-06-01 | 238.586321604616 |
| 1996-07-01 | 238.749519489995 |
| 1996-08-01 | 239.391288744554 |
| 1996-09-01 | 239.880494603489 |
| 1996-10-01 | 240.165838978701 |
| 1996-11-01 | 241.165630954656 |
| 1996-12-01 | 241.065533343696 |
| 1997-01-01 | 242.951092710496 |
| 1997-02-01 | 243.304453564985 |
| 1997-03-01 | 244.321068247208 |
| 1997-04-01 | 245.908313355129 |
| 1997-05-01 | 246.656662506499 |
| 1997-06-01 | 247.219561814538 |
| 1997-07-01 | 248.494717518444 |
| 1997-08-01 | 249.839936573304 |
| 1997-09-01 | 250.651349616760 |
| 1997-10-01 | 250.992987617533 |
| 1997-11-01 | 251.238442602314 |
| 1997-12-01 | 251.606309662240 |
| 1998-01-01 | 253.025454864525 |
| 1998-02-01 | 253.799135568642 |
| 1998-03-01 | 254.740499665708 |
| 1998-04-01 | 250.498234956532 |
| 1998-05-01 | 250.802438804117 |
| 1998-06-01 | 251.268705856800 |
| 1998-07-01 | 251.638029621641 |
| 1998-08-01 | 251.467926959582 |
| 1998-09-01 | 252.027228124684 |
| 1998-10-01 | 251.918303198512 |
| 1998-11-01 | 252.255711154698 |
| 1998-12-01 | 252.639609746275 |
| 1999-01-01 | 253.013431873081 |
| 1999-02-01 | 253.353775302168 |
| 1999-03-01 | 254.436601405289 |
| 1999-04-01 | 253.237241714915 |
| 1999-05-01 | 253.389785829218 |
| 1999-06-01 | 254.556270454447 |
| 1999-07-01 | 253.789706992396 |
| 1999-08-01 | 254.636921936300 |
| 1999-09-01 | 253.695951365784 |
| 1999-10-01 | 253.158251890959 |
| 1999-11-01 | 254.300515538451 |
| 1999-12-01 | 255.161434990064 |
| 2000-01-01 | 255.219108968070 |
| 2000-02-01 | 255.931625239360 |
| 2000-03-01 | 256.181995103616 |
| 2000-04-01 | 255.339499088274 |
| 2000-05-01 | 255.633830454251 |
| 2000-06-01 | 256.678525590257 |
| 2000-07-01 | 257.352601754065 |
| 2000-08-01 | 257.929498485072 |
| 2000-09-01 | 258.130334504263 |
| 2000-10-01 | 258.796609466063 |
| 2000-11-01 | 259.592060816193 |
| 2000-12-01 | 260.188028074556 |
| 2001-01-01 | 257.124790673749 |
| 2001-02-01 | 258.072849957149 |
| 2001-03-01 | 258.828193506741 |
| 2001-04-01 | 260.472374850302 |
| 2001-05-01 | 262.198183731401 |
| 2001-06-01 | 263.197933966983 |
| 2001-07-01 | 264.795657241967 |
| 2001-08-01 | 265.635141029188 |
| 2001-09-01 | 266.954243419433 |
| 2001-10-01 | 267.771907033450 |
| 2001-11-01 | 269.043339736119 |
| 2001-12-01 | 270.145223998477 |
| 2002-01-01 | 270.380214733520 |
| 2002-02-01 | 271.077889996902 |
| 2002-03-01 | 272.754350294686 |
| 2002-04-01 | 272.709779912926 |
| 2002-05-01 | 273.240429459020 |
| 2002-06-01 | 274.041933080678 |
| 2002-07-01 | 273.438015144105 |
| 2002-08-01 | 275.228614712657 |
| 2002-09-01 | 276.518454031036 |
| 2002-10-01 | 277.678708048021 |
| 2002-11-01 | 278.662411666499 |
| 2002-12-01 | 279.066632311016 |
| 2003-01-01 | 280.153624162683 |
| 2003-02-01 | 280.985641852388 |
| 2003-03-01 | 281.719567427304 |
| 2003-04-01 | 282.301987870620 |
| 2003-05-01 | 282.621585755939 |
| 2003-06-01 | 283.583461271239 |
| 2003-07-01 | 283.431499537745 |
| 2003-08-01 | 284.426830177861 |
| 2003-09-01 | 285.743532833831 |
| 2003-10-01 | 288.046301298402 |
| 2003-11-01 | 286.706558952482 |
| 2003-12-01 | 287.870263701708 |
| 2004-01-01 | 289.414918311101 |
| 2004-02-01 | 290.479523402980 |
| 2004-03-01 | 290.458329730226 |
| 2004-04-01 | 292.715040913157 |
| 2004-05-01 | 293.260058275623 |
| 2004-06-01 | 293.159947560980 |
| 2004-07-01 | 293.935201308391 |
| 2004-08-01 | 294.174873815257 |
| 2004-09-01 | 292.424173322876 |
| 2004-10-01 | 296.825038286622 |
| 2004-11-01 | 298.001223307867 |
| 2004-12-01 | 297.463749081545 |
| 2005-01-01 | 296.442778018680 |
| 2005-02-01 | 298.207521430974 |
| 2005-03-01 | 297.769693871611 |
| 2005-04-01 | 301.349463260292 |
| 2005-05-01 | 300.705366312198 |
| 2005-06-01 | 300.111086759349 |
| 2005-07-01 | 303.470058413783 |
| 2005-08-01 | 304.488810659247 |
| 2005-09-01 | 304.570782186893 |
| 2005-10-01 | 303.535278432601 |
| 2005-11-01 | 303.326476518417 |
| 2005-12-01 | 303.773597180144 |
| 2006-01-01 | 302.973846714532 |
| 2006-02-01 | 303.577811196050 |
| 2006-03-01 | 305.011775016791 |
| 2006-04-01 | 305.320684810560 |
| 2006-05-01 | 306.452700281563 |
| 2006-06-01 | 307.150115046128 |
| 2006-07-01 | 308.714296669993 |
| 2006-08-01 | 309.831617319909 |
| 2006-09-01 | 310.018653205590 |
| 2006-10-01 | 310.748253137243 |
| 2006-11-01 | 311.957089714645 |
| 2006-12-01 | 312.918466572015 |
| 2007-01-01 | 314.282037254890 |
| 2007-02-01 | 315.281960530019 |
| 2007-03-01 | 315.719494040212 |
| 2007-04-01 | 316.462009421244 |
| 2007-05-01 | 317.381282799026 |
| 2007-06-01 | 318.489445321624 |
| 2007-07-01 | 319.031639958994 |
| 2007-08-01 | 319.923817222715 |
| 2007-09-01 | 321.100717573999 |
| 2007-10-01 | 321.470592623258 |
| 2007-11-01 | 322.362204181717 |
| 2007-12-01 | 323.801996433901 |
| 2008-01-01 | 324.751036002094 |
| 2008-02-01 | 325.846183743863 |
| 2008-03-01 | 326.751732325952 |
| 2008-04-01 | 325.453413347929 |
| 2008-05-01 | 326.213118829786 |
| 2008-06-01 | 326.549625458731 |
| 2008-07-01 | 325.828535234840 |
| 2008-08-01 | 326.471354011779 |
| 2008-09-01 | 326.264319564366 |
| 2008-10-01 | 326.550573893268 |
| 2008-11-01 | 327.091892919989 |
| 2008-12-01 | 327.354566284633 |
| 2009-01-01 | 327.336736319776 |
| 2009-02-01 | 326.686578019967 |
| 2009-03-01 | 327.446911062333 |
| 2009-04-01 | 328.374451767161 |
| 2009-05-01 | 329.601168284528 |
| 2009-06-01 | 330.275075071041 |
| 2009-07-01 | 331.698495076264 |
| 2009-08-01 | 331.838292260151 |
| 2009-09-01 | 332.594283824324 |
| 2009-10-01 | 334.677098165667 |
| 2009-11-01 | 334.797036991570 |
| 2009-12-01 | 334.415266055327 |
| 2010-01-01 | 334.349079324841 |
| 2010-02-01 | 334.003524859973 |
| 2010-03-01 | 334.060007519092 |
| 2010-04-01 | 334.227976212196 |
| 2010-05-01 | 335.018225990337 |
| 2010-06-01 | 335.657951726954 |
| 2010-07-01 | 337.461270478518 |
| 2010-08-01 | 335.904973909192 |
| 2010-09-01 | 335.694365299675 |
| 2010-10-01 | 337.152738260104 |
| 2010-11-01 | 337.703549185674 |
| 2010-12-01 | 338.166812298386 |
| 2011-01-01 | 340.243230797268 |
| 2011-02-01 | 340.352630903880 |
| 2011-03-01 | 340.455432285481 |
| 2011-04-01 | 342.765886099196 |
| 2011-05-01 | 341.694663027595 |
| 2011-06-01 | 341.080896078907 |
| 2011-07-01 | 340.947308940454 |
| 2011-08-01 | 339.610740619612 |
| 2011-09-01 | 341.083293957717 |
| 2011-10-01 | 340.957657857920 |
| 2011-11-01 | 341.199291545927 |
| 2011-12-01 | 341.323440166717 |
| 2012-01-01 | 340.730274809986 |
| 2012-02-01 | 341.099991605733 |
| 2012-03-01 | 342.581900787302 |
| 2012-04-01 | 339.792158989299 |
| 2012-05-01 | 339.209417431344 |
| 2012-06-01 | 339.403780161324 |
| 2012-07-01 | 339.340706615214 |
| 2012-08-01 | 340.150026740614 |
| 2012-09-01 | 340.726768451194 |
| 2012-10-01 | 340.777057785203 |
| 2012-11-01 | 340.961110267929 |
| 2012-12-01 | 340.540254354358 |
| 2013-01-01 | 341.530352352826 |
| 2013-02-01 | 342.441156675413 |
| 2013-03-01 | 343.520897833112 |
| 2013-04-01 | 344.238893752408 |
| 2013-05-01 | 344.203677441677 |
| 2013-06-01 | 345.076209368810 |
| 2013-07-01 | 344.571729648995 |
| 2013-08-01 | 345.390389696297 |
| 2013-09-01 | 345.441442646008 |
| 2013-10-01 | 345.657089837111 |
| 2013-11-01 | 346.593827772059 |
| 2013-12-01 | 347.754444507005 |
| 2014-01-01 | 348.459847534695 |
| 2014-02-01 | 349.282499921952 |
| 2014-03-01 | 349.839642361255 |
| 2014-04-01 | 351.152864482459 |
| 2014-05-01 | 351.715547876434 |
| 2014-06-01 | 352.866758312772 |
| 2014-07-01 | 354.278664396896 |
| 2014-08-01 | 356.229511464228 |
| 2014-09-01 | 357.158551586450 |
| 2014-10-01 | 357.675590060992 |
| 2014-11-01 | 358.131994079962 |
| 2014-12-01 | 359.247839331378 |
| 2015-01-01 | 359.924005898777 |
| 2015-02-01 | 360.396336693104 |
| 2015-03-01 | 361.641612128575 |
| 2015-04-01 | 362.201215138962 |
| 2015-05-01 | 364.140813605981 |
| 2015-06-01 | 365.279954928727 |
| 2015-07-01 | 366.493482503567 |
| 2015-08-01 | 366.011661895432 |
| 2015-09-01 | 367.606715590610 |
| 2015-10-01 | 369.853886314720 |
| 2015-11-01 | 371.120356538849 |
| 2015-12-01 | 371.445244623621 |
| 2016-01-01 | 373.084836049312 |
| 2016-02-01 | 373.226962721612 |
| 2016-03-01 | 374.133621650510 |
| 2016-04-01 | 376.942025710941 |
| 2016-05-01 | 377.067742710879 |
| 2016-06-01 | 377.997941997784 |
| 2016-07-01 | 381.062067918731 |
| 2016-08-01 | 380.450858635130 |
| 2016-09-01 | 382.670285404109 |
| 2016-10-01 | 382.635555287863 |
| 2016-11-01 | 383.043089195457 |
| 2016-12-01 | 385.317880521166 |
| 2017-01-01 | 385.990463335779 |
| 2017-02-01 | 387.286313312726 |
| 2017-03-01 | 388.902938925696 |
| 2017-04-01 | 389.466906830756 |
| 2017-05-01 | 391.609498880594 |
| 2017-06-01 | 392.368913149617 |
| 2017-07-01 | 392.013779113418 |
| 2017-08-01 | 392.369526150753 |
| 2017-09-01 | 386.842021709194 |
| 2017-10-01 | 392.733719415748 |
| 2017-11-01 | 393.217427898882 |
| 2017-12-01 | 394.553270382202 |
| 2018-01-01 | 394.111725428239 |
| 2018-02-01 | 395.450762502458 |
| 2018-03-01 | 396.972372996137 |
| 2018-04-01 | 396.240369167498 |
| 2018-05-01 | 396.731244472589 |
| 2018-06-01 | 397.547908543122 |
| 2018-07-01 | 398.622258703284 |
| 2018-08-01 | 401.144536970144 |
| 2018-09-01 | 401.735280333027 |
| 2018-10-01 | 401.810540982268 |
| 2018-11-01 | 402.488898466215 |
| 2018-12-01 | 403.152621117606 |
| 2019-01-01 | 405.195851567291 |
| 2019-02-01 | 406.277640794083 |
| 2019-03-01 | 407.359798373129 |
| 2019-04-01 | 409.081464881140 |
| 2019-05-01 | 409.696198696397 |
| 2019-06-01 | 409.166815526105 |
| 2019-07-01 | 409.446008732688 |
| 2019-08-01 | 411.313968487873 |
| 2019-09-01 | 410.479823745117 |
| 2019-10-01 | 413.020228199090 |
| 2019-11-01 | 414.414047780163 |
| 2019-12-01 | 414.917510349938 |
| 2020-01-01 | 416.690823136410 |
| 2020-02-01 | 418.468133472783 |
| 2020-03-01 | 416.580594488710 |
| 2020-04-01 | 369.463793069892 |
| 2020-05-01 | 383.021943393395 |
| 2020-06-01 | 393.278688779920 |
| 2020-07-01 | 389.830513299256 |
| 2020-08-01 | 390.506750335092 |
| 2020-09-01 | 393.277434261926 |
| 2020-10-01 | 397.531479572658 |
| 2020-11-01 | 398.571340432179 |
| 2020-12-01 | 399.610100094257 |
| 2021-01-01 | 400.528768793879 |
| 2021-02-01 | 401.963518780383 |
| 2021-03-01 | 404.855990114378 |
| 2021-04-01 | 405.053768044564 |
| 2021-05-01 | 406.037935006471 |
| 2021-06-01 | 407.624651637794 |
| 2021-07-01 | 410.245929048047 |
| 2021-08-01 | 409.246990903373 |
| 2021-09-01 | 409.213486389615 |
| 2021-10-01 | 413.630064188023 |
| 2021-11-01 | 415.432322295146 |
| 2021-12-01 | 415.770159520176 |
| 2022-01-01 | 415.649422546400 |
| 2022-02-01 | 417.984075492588 |
| 2022-03-01 | 418.171139849390 |
| 2022-04-01 | 420.482796399642 |
| 2022-05-01 | 422.932288422550 |
| 2022-06-01 | 423.825725612649 |
| 2022-07-01 | 426.229046385362 |
| 2022-08-01 | 428.855786311276 |
| 2022-09-01 | 433.380995884980 |
| 2022-10-01 | 433.482312572829 |
| 2022-11-01 | 434.851295177713 |
| 2022-12-01 | 436.930873841985 |
| 2023-01-01 | 439.782194636264 |
| 2023-02-01 | 440.679293107659 |
| 2023-03-01 | 442.993528474570 |
| 2023-04-01 | 445.901652476914 |
| 2023-05-01 | 447.385401768691 |
| 2023-06-01 | 449.629656790316 |
| 2023-07-01 | 450.046511622820 |
| 2023-08-01 | 451.898757919142 |
| 2023-09-01 | 453.933435175969 |
| 2023-10-01 | 454.864400434226 |
| 2023-11-01 | 455.967069676475 |
| 2023-12-01 | 457.203878999499 |
| 2024-01-01 | 457.531385567316 |
| 2024-02-01 | 459.093276841909 |
| 2024-03-01 | 460.546765041824 |
| 2024-04-01 | 461.804400932769 |
| 2024-05-01 | 462.772843545597 |
| 2024-06-01 | 463.112580055609 |
| 2024-07-01 | 465.119983576554 |
| 2024-08-01 | 466.663314492179 |
| 2024-09-01 | 467.381845264726 |
| 2024-10-01 | 466.695945747028 |
| 2024-11-01 | 468.336573801656 |
| 2024-12-01 | 469.157503472424 |
| 2025-01-01 | 471.444297570577 |
| 2025-02-01 | 472.736294412351 |
| 2025-03-01 | 473.090416694063 |
| 2025-04-01 | 473.305389219142 |
| 2025-05-01 | 474.514269179429 |
| 2025-06-01 | 473.871296751284 |
| 2025-07-01 | 472.949815094441 |
| 2025-08-01 | 473.709113057001 |
| 2025-09-01 | 473.611580531775 |
| 2025-10-01 | 474.594638713383 |
| 2025-11-01 | 476.090384300069 |
| 2025-12-01 | 477.367065455333 |
| 2026-01-01 | 481.268598793880 |
| 2026-02-01 | 479.640284621534 |
| 2026-03-01 | 481.151628705198 |
| 2026-04-01 | 481.735598440778 |
| 2026-05-01 | 481.095791835382 |
| 2026-06-01 | 485.389874567357 |