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 2026-07-01 |
| Last Updated | 2026-08-21 7:39 PM 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 | 181.996564359025 |
| 1990-02-01 | 182.630102493172 |
| 1990-03-01 | 183.162239438074 |
| 1990-04-01 | 182.668501020410 |
| 1990-05-01 | 183.308394663499 |
| 1990-06-01 | 185.395536660633 |
| 1990-07-01 | 184.921643965755 |
| 1990-08-01 | 186.593279883537 |
| 1990-09-01 | 187.577870630110 |
| 1990-10-01 | 188.113375690042 |
| 1990-11-01 | 188.604702836469 |
| 1990-12-01 | 189.339033484923 |
| 1991-01-01 | 189.621856467245 |
| 1991-02-01 | 190.296514459461 |
| 1991-03-01 | 191.287414108076 |
| 1991-04-01 | 192.763068315603 |
| 1991-05-01 | 193.359780445161 |
| 1991-06-01 | 194.457701476728 |
| 1991-07-01 | 195.993270528946 |
| 1991-08-01 | 196.490266178213 |
| 1991-09-01 | 197.735782301833 |
| 1991-10-01 | 198.394511324572 |
| 1991-11-01 | 199.479440025233 |
| 1991-12-01 | 199.779542752257 |
| 1992-01-01 | 204.045334724376 |
| 1992-02-01 | 204.534487120411 |
| 1992-03-01 | 204.980788663678 |
| 1992-04-01 | 207.146923503146 |
| 1992-05-01 | 206.377445291592 |
| 1992-06-01 | 205.900839327774 |
| 1992-07-01 | 205.770263247608 |
| 1992-08-01 | 205.695736736775 |
| 1992-09-01 | 205.170026827104 |
| 1992-10-01 | 206.472319336147 |
| 1992-11-01 | 207.365904682080 |
| 1992-12-01 | 208.670031614901 |
| 1993-01-01 | 209.605419419130 |
| 1993-02-01 | 210.167434321430 |
| 1993-03-01 | 210.525568013105 |
| 1993-04-01 | 211.548078594698 |
| 1993-05-01 | 212.105536525260 |
| 1993-06-01 | 212.801045024026 |
| 1993-07-01 | 215.784412190838 |
| 1993-08-01 | 216.296766135122 |
| 1993-09-01 | 216.975495469985 |
| 1993-10-01 | 218.593031306656 |
| 1993-11-01 | 219.188699736376 |
| 1993-12-01 | 219.648811738275 |
| 1994-01-01 | 219.772505019503 |
| 1994-02-01 | 220.494775812421 |
| 1994-03-01 | 221.430200122199 |
| 1994-04-01 | 221.504769536904 |
| 1994-05-01 | 222.826491586579 |
| 1994-06-01 | 223.888692501333 |
| 1994-07-01 | 224.775394320503 |
| 1994-08-01 | 225.759871434239 |
| 1994-09-01 | 227.211336651957 |
| 1994-10-01 | 225.235711402946 |
| 1994-11-01 | 226.643862165896 |
| 1994-12-01 | 227.677969930150 |
| 1995-01-01 | 229.085393181122 |
| 1995-02-01 | 230.433186326037 |
| 1995-03-01 | 231.505892281798 |
| 1995-04-01 | 232.089008366783 |
| 1995-05-01 | 232.667956981441 |
| 1995-06-01 | 234.054839665771 |
| 1995-07-01 | 233.113189273460 |
| 1995-08-01 | 233.677137736616 |
| 1995-09-01 | 235.354921721646 |
| 1995-10-01 | 236.849337429844 |
| 1995-11-01 | 238.055600454857 |
| 1995-12-01 | 238.366412780352 |
| 1996-01-01 | 237.608172379283 |
| 1996-02-01 | 239.274771166251 |
| 1996-03-01 | 239.699399816525 |
| 1996-04-01 | 236.733580682702 |
| 1996-05-01 | 237.693882132628 |
| 1996-06-01 | 238.585017781207 |
| 1996-07-01 | 238.748589840001 |
| 1996-08-01 | 239.390809734965 |
| 1996-09-01 | 239.880253889098 |
| 1996-10-01 | 240.166098325803 |
| 1996-11-01 | 241.166374046157 |
| 1996-12-01 | 241.066100544051 |
| 1997-01-01 | 242.952945608185 |
| 1997-02-01 | 243.307027248652 |
| 1997-03-01 | 244.324830637250 |
| 1997-04-01 | 245.903631375882 |
| 1997-05-01 | 246.654644853131 |
| 1997-06-01 | 247.218157122357 |
| 1997-07-01 | 248.493738802787 |
| 1997-08-01 | 249.839378553495 |
| 1997-09-01 | 250.651127890955 |
| 1997-10-01 | 250.993250731540 |
| 1997-11-01 | 251.238976229921 |
| 1997-12-01 | 251.606456065059 |
| 1998-01-01 | 253.027639259406 |
| 1998-02-01 | 253.801819665547 |
| 1998-03-01 | 254.744402084957 |
| 1998-04-01 | 250.493900848009 |
| 1998-05-01 | 250.800679476175 |
| 1998-06-01 | 251.267382825587 |
| 1998-07-01 | 251.637111863340 |
| 1998-08-01 | 251.467365312103 |
| 1998-09-01 | 252.026972745453 |
| 1998-10-01 | 251.918415253636 |
| 1998-11-01 | 252.255843784463 |
| 1998-12-01 | 252.639240306695 |
| 1999-01-01 | 253.015627411790 |
| 1999-02-01 | 253.356227766103 |
| 1999-03-01 | 254.440196846533 |
| 1999-04-01 | 253.233822088491 |
| 1999-05-01 | 253.388430412209 |
| 1999-06-01 | 254.555216027241 |
| 1999-07-01 | 253.788952874112 |
| 1999-08-01 | 254.636398102606 |
| 1999-09-01 | 253.695667193310 |
| 1999-10-01 | 253.158166249968 |
| 1999-11-01 | 254.300180485606 |
| 1999-12-01 | 255.160590144455 |
| 2000-01-01 | 255.221226675316 |
| 2000-02-01 | 255.933615920468 |
| 2000-03-01 | 256.184651899673 |
| 2000-04-01 | 255.337648828053 |
| 2000-05-01 | 255.633073541582 |
| 2000-06-01 | 256.677789861685 |
| 2000-07-01 | 257.351999695809 |
| 2000-08-01 | 257.929045403970 |
| 2000-09-01 | 258.129951893599 |
| 2000-10-01 | 258.796269942865 |
| 2000-11-01 | 259.591401090085 |
| 2000-12-01 | 260.187047840561 |
| 2001-01-01 | 257.126495848875 |
| 2001-02-01 | 258.074350697194 |
| 2001-03-01 | 258.830145075569 |
| 2001-04-01 | 260.471672607331 |
| 2001-05-01 | 262.197850900826 |
| 2001-06-01 | 263.197517602124 |
| 2001-07-01 | 264.795224161302 |
| 2001-08-01 | 265.634771304510 |
| 2001-09-01 | 266.953847088330 |
| 2001-10-01 | 267.771402067638 |
| 2001-11-01 | 269.042495708526 |
| 2001-12-01 | 270.144145779494 |
| 2002-01-01 | 270.381699916791 |
| 2002-02-01 | 271.079008337067 |
| 2002-03-01 | 272.755610505987 |
| 2002-04-01 | 272.709816447898 |
| 2002-05-01 | 273.240476009192 |
| 2002-06-01 | 274.041734333684 |
| 2002-07-01 | 273.437691829858 |
| 2002-08-01 | 275.228327492760 |
| 2002-09-01 | 276.518074870661 |
| 2002-10-01 | 277.678121012979 |
| 2002-11-01 | 278.661645765347 |
| 2002-12-01 | 279.065827148021 |
| 2003-01-01 | 280.154621584231 |
| 2003-02-01 | 280.986425332785 |
| 2003-03-01 | 281.720507362728 |
| 2003-04-01 | 282.302174684510 |
| 2003-05-01 | 282.621708374094 |
| 2003-06-01 | 283.583395184653 |
| 2003-07-01 | 283.431277968136 |
| 2003-08-01 | 284.426646968285 |
| 2003-09-01 | 285.743256675900 |
| 2003-10-01 | 288.045761236421 |
| 2003-11-01 | 286.705971396907 |
| 2003-12-01 | 287.869840622604 |
| 2004-01-01 | 289.415466287043 |
| 2004-02-01 | 290.479974245101 |
| 2004-03-01 | 290.459006647765 |
| 2004-04-01 | 292.715286342404 |
| 2004-05-01 | 293.260135075271 |
| 2004-06-01 | 293.159900993695 |
| 2004-07-01 | 293.935054266824 |
| 2004-08-01 | 294.174770544525 |
| 2004-09-01 | 292.423983166065 |
| 2004-10-01 | 296.824619235046 |
| 2004-11-01 | 298.000867153572 |
| 2004-12-01 | 297.463727764945 |
| 2005-01-01 | 296.442878012518 |
| 2005-02-01 | 298.207683048669 |
| 2005-03-01 | 297.770300419556 |
| 2005-04-01 | 301.349609858359 |
| 2005-05-01 | 300.705404125458 |
| 2005-06-01 | 300.111060354317 |
| 2005-07-01 | 303.469959895291 |
| 2005-08-01 | 304.488724392016 |
| 2005-09-01 | 304.570644624387 |
| 2005-10-01 | 303.534987497388 |
| 2005-11-01 | 303.326240507056 |
| 2005-12-01 | 303.773648601284 |
| 2006-01-01 | 302.973922111180 |
| 2006-02-01 | 303.577860760771 |
| 2006-03-01 | 305.012320040019 |
| 2006-04-01 | 305.320745155986 |
| 2006-05-01 | 306.452684504263 |
| 2006-06-01 | 307.150082635759 |
| 2006-07-01 | 308.714242203382 |
| 2006-08-01 | 309.831551530522 |
| 2006-09-01 | 310.018194685512 |
| 2006-10-01 | 310.748337887463 |
| 2006-11-01 | 311.956947498401 |
| 2006-12-01 | 312.918559276986 |
| 2007-01-01 | 314.282157669904 |
| 2007-02-01 | 315.282010084724 |
| 2007-03-01 | 315.719940860795 |
| 2007-04-01 | 316.461963491970 |
| 2007-05-01 | 317.381202961639 |
| 2007-06-01 | 318.489474722831 |
| 2007-07-01 | 319.031489580317 |
| 2007-08-01 | 319.923927470054 |
| 2007-09-01 | 321.099697338428 |
| 2007-10-01 | 321.471132134974 |
| 2007-11-01 | 322.362105085857 |
| 2007-12-01 | 323.802008387551 |
| 2008-01-01 | 324.751782927746 |
| 2008-02-01 | 325.846147094464 |
| 2008-03-01 | 326.751946293926 |
| 2008-04-01 | 325.453052652737 |
| 2008-05-01 | 326.212974284075 |
| 2008-06-01 | 326.549500079831 |
| 2008-07-01 | 325.827882575467 |
| 2008-08-01 | 326.472886808193 |
| 2008-09-01 | 326.262368538402 |
| 2008-10-01 | 326.551408305954 |
| 2008-11-01 | 327.091888290235 |
| 2008-12-01 | 327.354600442769 |
| 2009-01-01 | 327.338145523870 |
| 2009-02-01 | 326.686462016304 |
| 2009-03-01 | 327.446652221488 |
| 2009-04-01 | 328.373606537615 |
| 2009-05-01 | 329.600814499583 |
| 2009-06-01 | 330.274730035111 |
| 2009-07-01 | 331.697381094669 |
| 2009-08-01 | 331.841499343805 |
| 2009-09-01 | 332.591925625398 |
| 2009-10-01 | 334.677979988304 |
| 2009-11-01 | 334.797036341565 |
| 2009-12-01 | 334.416080737652 |
| 2010-01-01 | 334.351133426084 |
| 2010-02-01 | 334.003113471783 |
| 2010-03-01 | 334.058847370746 |
| 2010-04-01 | 334.225961710716 |
| 2010-05-01 | 335.017006589274 |
| 2010-06-01 | 335.657117723156 |
| 2010-07-01 | 337.459392136801 |
| 2010-08-01 | 335.910362858534 |
| 2010-09-01 | 335.692598286128 |
| 2010-10-01 | 337.154477432868 |
| 2010-11-01 | 337.704831577889 |
| 2010-12-01 | 338.170257037614 |
| 2011-01-01 | 340.246505744946 |
| 2011-02-01 | 340.351133314091 |
| 2011-03-01 | 340.450491695802 |
| 2011-04-01 | 342.759483119035 |
| 2011-05-01 | 341.689677531212 |
| 2011-06-01 | 341.078035837526 |
| 2011-07-01 | 340.944430822663 |
| 2011-08-01 | 339.625188240281 |
| 2011-09-01 | 341.083556742349 |
| 2011-10-01 | 340.961827444406 |
| 2011-11-01 | 341.204339157001 |
| 2011-12-01 | 341.331643682178 |
| 2012-01-01 | 340.735319273936 |
| 2012-02-01 | 341.095985034279 |
| 2012-03-01 | 342.570261731690 |
| 2012-04-01 | 339.770478834416 |
| 2012-05-01 | 339.198234873211 |
| 2012-06-01 | 339.397538567678 |
| 2012-07-01 | 339.337841576516 |
| 2012-08-01 | 340.183334819919 |
| 2012-09-01 | 340.730913709951 |
| 2012-10-01 | 340.787387130562 |
| 2012-11-01 | 340.973097319655 |
| 2012-12-01 | 340.553174864686 |
| 2013-01-01 | 341.539629478176 |
| 2013-02-01 | 342.445362147136 |
| 2013-03-01 | 343.487831653441 |
| 2013-04-01 | 344.168565188902 |
| 2013-05-01 | 344.198209606197 |
| 2013-06-01 | 345.070625718251 |
| 2013-07-01 | 344.571676013346 |
| 2013-08-01 | 345.434974027495 |
| 2013-09-01 | 345.483189257204 |
| 2013-10-01 | 345.665429446788 |
| 2013-11-01 | 346.612081223767 |
| 2013-12-01 | 347.770021992777 |
| 2014-01-01 | 348.471521715253 |
| 2014-02-01 | 349.291048461099 |
| 2014-03-01 | 349.780787942483 |
| 2014-04-01 | 351.029384054487 |
| 2014-05-01 | 351.715118573362 |
| 2014-06-01 | 352.863400914421 |
| 2014-07-01 | 354.284554476072 |
| 2014-08-01 | 356.281148963214 |
| 2014-09-01 | 357.249442452755 |
| 2014-10-01 | 357.687203319096 |
| 2014-11-01 | 358.161126209684 |
| 2014-12-01 | 359.269148318584 |
| 2015-01-01 | 359.941639404825 |
| 2015-02-01 | 360.410277657589 |
| 2015-03-01 | 361.525965133674 |
| 2015-04-01 | 362.018514698438 |
| 2015-05-01 | 364.135941414955 |
| 2015-06-01 | 365.276870918898 |
| 2015-07-01 | 366.514148174494 |
| 2015-08-01 | 366.077704363789 |
| 2015-09-01 | 367.766510070886 |
| 2015-10-01 | 369.881053853639 |
| 2015-11-01 | 371.170294991292 |
| 2015-12-01 | 371.478135097322 |
| 2016-01-01 | 373.103501168272 |
| 2016-02-01 | 373.221442267801 |
| 2016-03-01 | 373.945710763971 |
| 2016-04-01 | 376.696528108497 |
| 2016-05-01 | 377.019884900496 |
| 2016-06-01 | 377.987918181365 |
| 2016-07-01 | 381.118321893887 |
| 2016-08-01 | 380.569353455077 |
| 2016-09-01 | 382.893247123912 |
| 2016-10-01 | 382.711949316156 |
| 2016-11-01 | 383.131832002942 |
| 2016-12-01 | 385.380158320067 |
| 2017-01-01 | 386.009586433159 |
| 2017-02-01 | 387.248136897648 |
| 2017-03-01 | 388.614467613465 |
| 2017-04-01 | 389.143318229804 |
| 2017-05-01 | 391.383391701464 |
| 2017-06-01 | 392.281928325401 |
| 2017-07-01 | 392.308924850912 |
| 2017-08-01 | 392.535220637654 |
| 2017-09-01 | 387.188956328899 |
| 2017-10-01 | 392.829064709055 |
| 2017-11-01 | 393.362153153826 |
| 2017-12-01 | 394.636703082047 |
| 2018-01-01 | 394.107559175564 |
| 2018-02-01 | 395.341527637215 |
| 2018-03-01 | 396.602752556947 |
| 2018-04-01 | 395.854808276398 |
| 2018-05-01 | 396.284605347938 |
| 2018-06-01 | 397.356453174556 |
| 2018-07-01 | 399.253697695667 |
| 2018-08-01 | 401.366062051395 |
| 2018-09-01 | 402.174006098514 |
| 2018-10-01 | 401.929786018511 |
| 2018-11-01 | 402.672788296023 |
| 2018-12-01 | 403.253367623710 |
| 2019-01-01 | 405.163806532688 |
| 2019-02-01 | 406.102254231069 |
| 2019-03-01 | 406.921678115935 |
| 2019-04-01 | 408.648942641976 |
| 2019-05-01 | 409.029510336835 |
| 2019-06-01 | 408.869421627022 |
| 2019-07-01 | 410.426621467095 |
| 2019-08-01 | 411.584887456566 |
| 2019-09-01 | 410.976100369998 |
| 2019-10-01 | 413.136737110744 |
| 2019-11-01 | 414.610653758332 |
| 2019-12-01 | 415.007331672014 |
| 2020-01-01 | 416.621295009965 |
| 2020-02-01 | 418.235789980343 |
| 2020-03-01 | 416.139456533381 |
| 2020-04-01 | 369.074098606896 |
| 2020-05-01 | 382.353986879428 |
| 2020-06-01 | 392.972081754314 |
| 2020-07-01 | 390.869596561061 |
| 2020-08-01 | 390.792201419461 |
| 2020-09-01 | 393.701502784073 |
| 2020-10-01 | 397.644616847916 |
| 2020-11-01 | 398.729508672986 |
| 2020-12-01 | 399.678705046388 |
| 2021-01-01 | 400.448505083371 |
| 2021-02-01 | 401.744967226669 |
| 2021-03-01 | 404.482230516372 |
| 2021-04-01 | 404.665566561278 |
| 2021-05-01 | 405.363533586556 |
| 2021-06-01 | 407.319889816388 |
| 2021-07-01 | 411.323925060938 |
| 2021-08-01 | 409.506551579157 |
| 2021-09-01 | 409.595767657108 |
| 2021-10-01 | 413.726863083094 |
| 2021-11-01 | 415.545105640131 |
| 2021-12-01 | 415.799476818869 |
| 2022-01-01 | 415.557940795311 |
| 2022-02-01 | 417.784478936481 |
| 2022-03-01 | 417.885124626680 |
| 2022-04-01 | 420.168745948996 |
| 2022-05-01 | 422.398269856196 |
| 2022-06-01 | 423.603783447226 |
| 2022-07-01 | 427.100535673998 |
| 2022-08-01 | 429.063346709662 |
| 2022-09-01 | 433.648552288806 |
| 2022-10-01 | 433.595304060597 |
| 2022-11-01 | 434.904444835797 |
| 2022-12-01 | 436.936302160071 |
| 2023-01-01 | 439.704358049430 |
| 2023-02-01 | 440.526096470644 |
| 2023-03-01 | 442.787112788441 |
| 2023-04-01 | 445.669163738046 |
| 2023-05-01 | 446.999436365287 |
| 2023-06-01 | 449.527754991745 |
| 2023-07-01 | 450.646257551725 |
| 2023-08-01 | 452.021678233749 |
| 2023-09-01 | 454.085980912110 |
| 2023-10-01 | 455.029249281492 |
| 2023-11-01 | 455.986988609152 |
| 2023-12-01 | 457.171394559166 |
| 2024-01-01 | 457.482031536991 |
| 2024-02-01 | 458.981086525173 |
| 2024-03-01 | 460.391170273379 |
| 2024-04-01 | 461.645486408526 |
| 2024-05-01 | 462.541663615343 |
| 2024-06-01 | 463.125675376267 |
| 2024-07-01 | 465.445282856717 |
| 2024-08-01 | 466.706973399646 |
| 2024-09-01 | 467.438863472809 |
| 2024-10-01 | 466.922109271968 |
| 2024-11-01 | 468.355867120004 |
| 2024-12-01 | 469.110440750671 |
| 2025-01-01 | 471.433570651892 |
| 2025-02-01 | 472.653364872463 |
| 2025-03-01 | 472.947863470839 |
| 2025-04-01 | 473.182089561305 |
| 2025-05-01 | 474.294330475564 |
| 2025-06-01 | 473.911281428054 |
| 2025-07-01 | 473.238355922060 |
| 2025-08-01 | 473.663918570000 |
| 2025-09-01 | 473.656757040611 |
| 2025-10-01 | 474.866394796858 |
| 2025-11-01 | 476.136158862956 |
| 2025-12-01 | 477.293562472018 |
| 2026-01-01 | 481.279204386613 |
| 2026-02-01 | 479.558464726167 |
| 2026-03-01 | 480.982169444581 |
| 2026-04-01 | 481.620460961740 |
| 2026-05-01 | 480.858303575545 |
| 2026-06-01 | 486.828547408882 |
| 2026-07-01 | 485.782383675082 |