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 2025-09-01 |
| Last Updated | 2025-12-12 1:54 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 | 181.997395347191 |
| 1990-02-01 | 182.630930571911 |
| 1990-03-01 | 183.163058796120 |
| 1990-04-01 | 182.668896999803 |
| 1990-05-01 | 183.308945047844 |
| 1990-06-01 | 185.394778489122 |
| 1990-07-01 | 184.920864844970 |
| 1990-08-01 | 186.593343867862 |
| 1990-09-01 | 187.576796216789 |
| 1990-10-01 | 188.113186826611 |
| 1990-11-01 | 188.604371290084 |
| 1990-12-01 | 189.338650048286 |
| 1991-01-01 | 189.622645367966 |
| 1991-02-01 | 190.297267880376 |
| 1991-03-01 | 191.288116885921 |
| 1991-04-01 | 192.763932178376 |
| 1991-05-01 | 193.360258306931 |
| 1991-06-01 | 194.456709821509 |
| 1991-07-01 | 195.992624288466 |
| 1991-08-01 | 196.490462718225 |
| 1991-09-01 | 197.734712713862 |
| 1991-10-01 | 198.394192211295 |
| 1991-11-01 | 199.479037137821 |
| 1991-12-01 | 199.779006038172 |
| 1992-01-01 | 204.045863891275 |
| 1992-02-01 | 204.535108271137 |
| 1992-03-01 | 204.981525245871 |
| 1992-04-01 | 207.148698494427 |
| 1992-05-01 | 206.378076163018 |
| 1992-06-01 | 205.899427104648 |
| 1992-07-01 | 205.769922901428 |
| 1992-08-01 | 205.696226306811 |
| 1992-09-01 | 205.168893209107 |
| 1992-10-01 | 206.471729367635 |
| 1992-11-01 | 207.365223802039 |
| 1992-12-01 | 208.668909861860 |
| 1993-01-01 | 209.605240523212 |
| 1993-02-01 | 210.167813860846 |
| 1993-03-01 | 210.526611927395 |
| 1993-04-01 | 211.551309504290 |
| 1993-05-01 | 212.106731067011 |
| 1993-06-01 | 212.799645963268 |
| 1993-07-01 | 215.784233657104 |
| 1993-08-01 | 216.297445838004 |
| 1993-09-01 | 216.974300719024 |
| 1993-10-01 | 218.591981361697 |
| 1993-11-01 | 219.187286160422 |
| 1993-12-01 | 219.646558787093 |
| 1994-01-01 | 219.771195723805 |
| 1994-02-01 | 220.493704891803 |
| 1994-03-01 | 221.429460606691 |
| 1994-04-01 | 221.517421550136 |
| 1994-05-01 | 222.826402170884 |
| 1994-06-01 | 223.886239674988 |
| 1994-07-01 | 224.775151195246 |
| 1994-08-01 | 225.760574809215 |
| 1994-09-01 | 227.209893371084 |
| 1994-10-01 | 225.234093802301 |
| 1994-11-01 | 226.641784604515 |
| 1994-12-01 | 227.673993902776 |
| 1995-01-01 | 229.082871297625 |
| 1995-02-01 | 230.430442881807 |
| 1995-03-01 | 231.502816497620 |
| 1995-04-01 | 232.112835707673 |
| 1995-05-01 | 232.666859538065 |
| 1995-06-01 | 234.051947757516 |
| 1995-07-01 | 233.112367631707 |
| 1995-08-01 | 233.677287119707 |
| 1995-09-01 | 235.353045005710 |
| 1995-10-01 | 236.847001278993 |
| 1995-11-01 | 238.052841624224 |
| 1995-12-01 | 238.360787098732 |
| 1996-01-01 | 237.604671934099 |
| 1996-02-01 | 239.270397184664 |
| 1996-03-01 | 239.693883383491 |
| 1996-04-01 | 236.768019108107 |
| 1996-05-01 | 237.691981337830 |
| 1996-06-01 | 238.581125021653 |
| 1996-07-01 | 238.747556202624 |
| 1996-08-01 | 239.389477025730 |
| 1996-09-01 | 239.878040163958 |
| 1996-10-01 | 240.163227486152 |
| 1996-11-01 | 241.163518717831 |
| 1996-12-01 | 241.059664614158 |
| 1997-01-01 | 242.949262652145 |
| 1997-02-01 | 243.302697820638 |
| 1997-03-01 | 244.318626605895 |
| 1997-04-01 | 245.940855299774 |
| 1997-05-01 | 246.653984978535 |
| 1997-06-01 | 247.214496166908 |
| 1997-07-01 | 248.492644989308 |
| 1997-08-01 | 249.836225785266 |
| 1997-09-01 | 250.648735670189 |
| 1997-10-01 | 250.990052787177 |
| 1997-11-01 | 251.235979138756 |
| 1997-12-01 | 251.599828258443 |
| 1998-01-01 | 253.024912503855 |
| 1998-02-01 | 253.797868576128 |
| 1998-03-01 | 254.737195957083 |
| 1998-04-01 | 250.531213724895 |
| 1998-05-01 | 250.800074713988 |
| 1998-06-01 | 251.263264260386 |
| 1998-07-01 | 251.636450029239 |
| 1998-08-01 | 251.462999906045 |
| 1998-09-01 | 252.024632863763 |
| 1998-10-01 | 251.915341911207 |
| 1998-11-01 | 252.253441588104 |
| 1998-12-01 | 252.633511510940 |
| 1999-01-01 | 253.014470817801 |
| 1999-02-01 | 253.354082441822 |
| 1999-03-01 | 254.435064545735 |
| 1999-04-01 | 253.261306588872 |
| 1999-05-01 | 253.389315267463 |
| 1999-06-01 | 254.552105548444 |
| 1999-07-01 | 253.789220952761 |
| 1999-08-01 | 254.631672231769 |
| 1999-09-01 | 253.693481863241 |
| 1999-10-01 | 253.155296446888 |
| 1999-11-01 | 254.298035588074 |
| 1999-12-01 | 255.156107593691 |
| 2000-01-01 | 255.221544936253 |
| 2000-02-01 | 255.933353386329 |
| 2000-03-01 | 256.182774689551 |
| 2000-04-01 | 255.353650328645 |
| 2000-05-01 | 255.634920144472 |
| 2000-06-01 | 256.675329722988 |
| 2000-07-01 | 257.353506056579 |
| 2000-08-01 | 257.924627843011 |
| 2000-09-01 | 258.128071295973 |
| 2000-10-01 | 258.793528793130 |
| 2000-11-01 | 259.589356010325 |
| 2000-12-01 | 260.183760338951 |
| 2001-01-01 | 257.127432551459 |
| 2001-02-01 | 258.075710951471 |
| 2001-03-01 | 258.832672137444 |
| 2001-04-01 | 260.476179929020 |
| 2001-05-01 | 262.200583423658 |
| 2001-06-01 | 263.196410097714 |
| 2001-07-01 | 264.797505324512 |
| 2001-08-01 | 265.631509062740 |
| 2001-09-01 | 266.952187958983 |
| 2001-10-01 | 267.768661026965 |
| 2001-11-01 | 269.039180409511 |
| 2001-12-01 | 270.141580704354 |
| 2002-01-01 | 270.382696551020 |
| 2002-02-01 | 271.079709327888 |
| 2002-03-01 | 272.762847843410 |
| 2002-04-01 | 272.711790451781 |
| 2002-05-01 | 273.241100836752 |
| 2002-06-01 | 274.040592524099 |
| 2002-07-01 | 273.439893301500 |
| 2002-08-01 | 275.226475031869 |
| 2002-09-01 | 276.516207572311 |
| 2002-10-01 | 277.675335664149 |
| 2002-11-01 | 278.657304463713 |
| 2002-12-01 | 279.063705635340 |
| 2003-01-01 | 280.154923325215 |
| 2003-02-01 | 280.986056148747 |
| 2003-03-01 | 281.732526267353 |
| 2003-04-01 | 282.303022693661 |
| 2003-05-01 | 282.620943553410 |
| 2003-06-01 | 283.582290965299 |
| 2003-07-01 | 283.432923949592 |
| 2003-08-01 | 284.425784653889 |
| 2003-09-01 | 285.740953267281 |
| 2003-10-01 | 288.042923427579 |
| 2003-11-01 | 286.700631566556 |
| 2003-12-01 | 287.868158588419 |
| 2004-01-01 | 289.415047955149 |
| 2004-02-01 | 290.478765784722 |
| 2004-03-01 | 290.474734886412 |
| 2004-04-01 | 292.715859788862 |
| 2004-05-01 | 293.258838436790 |
| 2004-06-01 | 293.158366452513 |
| 2004-07-01 | 293.935741603459 |
| 2004-08-01 | 294.173968604047 |
| 2004-09-01 | 292.421684431640 |
| 2004-10-01 | 296.821933556860 |
| 2004-11-01 | 297.995636974049 |
| 2004-12-01 | 297.462574544979 |
| 2005-01-01 | 296.442039422936 |
| 2005-02-01 | 298.206416779598 |
| 2005-03-01 | 297.786100675597 |
| 2005-04-01 | 301.350447138007 |
| 2005-05-01 | 300.704040764262 |
| 2005-06-01 | 300.109405736050 |
| 2005-07-01 | 303.469672560720 |
| 2005-08-01 | 304.488017085894 |
| 2005-09-01 | 304.568609022406 |
| 2005-10-01 | 303.532772977481 |
| 2005-11-01 | 303.321479689302 |
| 2005-12-01 | 303.772887881288 |
| 2006-01-01 | 302.973242853847 |
| 2006-02-01 | 303.576556563093 |
| 2006-03-01 | 305.026700802641 |
| 2006-04-01 | 305.321671889369 |
| 2006-05-01 | 306.451300681039 |
| 2006-06-01 | 307.148436870304 |
| 2006-07-01 | 308.713069019085 |
| 2006-08-01 | 309.830889808871 |
| 2006-09-01 | 310.016933034790 |
| 2006-10-01 | 310.746512795129 |
| 2006-11-01 | 311.953663876827 |
| 2006-12-01 | 312.918011531075 |
| 2007-01-01 | 314.281697243263 |
| 2007-02-01 | 315.281241865492 |
| 2007-03-01 | 315.730338740067 |
| 2007-04-01 | 316.463032852560 |
| 2007-05-01 | 317.380205194007 |
| 2007-06-01 | 318.487990953071 |
| 2007-07-01 | 319.030424364601 |
| 2007-08-01 | 319.923012936497 |
| 2007-09-01 | 321.099474921780 |
| 2007-10-01 | 321.469560032838 |
| 2007-11-01 | 322.360327008673 |
| 2007-12-01 | 323.801713387672 |
| 2008-01-01 | 324.751004157818 |
| 2008-02-01 | 325.846137723087 |
| 2008-03-01 | 326.757805491048 |
| 2008-04-01 | 325.454429149429 |
| 2008-05-01 | 326.212530951946 |
| 2008-06-01 | 326.548601190072 |
| 2008-07-01 | 325.827535614896 |
| 2008-08-01 | 326.470598394430 |
| 2008-09-01 | 326.263569146784 |
| 2008-10-01 | 326.550094191742 |
| 2008-11-01 | 327.091465998781 |
| 2008-12-01 | 327.354292147652 |
| 2009-01-01 | 327.336842958407 |
| 2009-02-01 | 326.687013777313 |
| 2009-03-01 | 327.448936015907 |
| 2009-04-01 | 328.375261376763 |
| 2009-05-01 | 329.601069504699 |
| 2009-06-01 | 330.274599284572 |
| 2009-07-01 | 331.697822862644 |
| 2009-08-01 | 331.837792221689 |
| 2009-09-01 | 332.593950810569 |
| 2009-10-01 | 334.676887488219 |
| 2009-11-01 | 334.796906782361 |
| 2009-12-01 | 334.415276663404 |
| 2010-01-01 | 334.349128781678 |
| 2010-02-01 | 334.003605208159 |
| 2010-03-01 | 334.061118702251 |
| 2010-04-01 | 334.228375256507 |
| 2010-05-01 | 335.018134256261 |
| 2010-06-01 | 335.657690265884 |
| 2010-07-01 | 337.460831232570 |
| 2010-08-01 | 335.904586874510 |
| 2010-09-01 | 335.694148836711 |
| 2010-10-01 | 337.152658473886 |
| 2010-11-01 | 337.703582792687 |
| 2010-12-01 | 338.167091736239 |
| 2011-01-01 | 340.243395286119 |
| 2011-02-01 | 340.352715891540 |
| 2011-03-01 | 340.455979304896 |
| 2011-04-01 | 342.766044281059 |
| 2011-05-01 | 341.694487980372 |
| 2011-06-01 | 341.080581865694 |
| 2011-07-01 | 340.946855345568 |
| 2011-08-01 | 339.610108780830 |
| 2011-09-01 | 341.083224199396 |
| 2011-10-01 | 340.957818517198 |
| 2011-11-01 | 341.199596408204 |
| 2011-12-01 | 341.324141212411 |
| 2012-01-01 | 340.730778177120 |
| 2012-02-01 | 341.100296359962 |
| 2012-03-01 | 342.581890767417 |
| 2012-04-01 | 339.791889097973 |
| 2012-05-01 | 339.208929340259 |
| 2012-06-01 | 339.403423643915 |
| 2012-07-01 | 339.339482456518 |
| 2012-08-01 | 340.148884666856 |
| 2012-09-01 | 340.727376022535 |
| 2012-10-01 | 340.777930184950 |
| 2012-11-01 | 340.962030029094 |
| 2012-12-01 | 340.541301707461 |
| 2013-01-01 | 341.531265165991 |
| 2013-02-01 | 342.442197422062 |
| 2013-03-01 | 343.521650086117 |
| 2013-04-01 | 344.234454913449 |
| 2013-05-01 | 344.203744992398 |
| 2013-06-01 | 345.076250080846 |
| 2013-07-01 | 344.568511576831 |
| 2013-08-01 | 345.388295199664 |
| 2013-09-01 | 345.445855591739 |
| 2013-10-01 | 345.657922760677 |
| 2013-11-01 | 346.595582290606 |
| 2013-12-01 | 347.755415912471 |
| 2014-01-01 | 348.461005837431 |
| 2014-02-01 | 349.284234113282 |
| 2014-03-01 | 349.841185821227 |
| 2014-04-01 | 351.144039239392 |
| 2014-05-01 | 351.716205452800 |
| 2014-06-01 | 352.867164230778 |
| 2014-07-01 | 354.273012632710 |
| 2014-08-01 | 356.226055253658 |
| 2014-09-01 | 357.169669264950 |
| 2014-10-01 | 357.675022309029 |
| 2014-11-01 | 358.133694482018 |
| 2014-12-01 | 359.247972270771 |
| 2015-01-01 | 359.924584562323 |
| 2015-02-01 | 360.397582470493 |
| 2015-03-01 | 361.648292206735 |
| 2015-04-01 | 362.187382950382 |
| 2015-05-01 | 364.142450216968 |
| 2015-06-01 | 365.281733576851 |
| 2015-07-01 | 366.487015813884 |
| 2015-08-01 | 366.006754541698 |
| 2015-09-01 | 367.622798956603 |
| 2015-10-01 | 369.848879308668 |
| 2015-11-01 | 371.119345441889 |
| 2015-12-01 | 371.443423174100 |
| 2016-01-01 | 373.085179290386 |
| 2016-02-01 | 373.228327507076 |
| 2016-03-01 | 374.146050942463 |
| 2016-04-01 | 376.928442822363 |
| 2016-05-01 | 377.071437677989 |
| 2016-06-01 | 378.003933576622 |
| 2016-07-01 | 381.059196304799 |
| 2016-08-01 | 380.444701149313 |
| 2016-09-01 | 382.683787768643 |
| 2016-10-01 | 382.620987023876 |
| 2016-11-01 | 383.033746042552 |
| 2016-12-01 | 385.309679402221 |
| 2017-01-01 | 385.985794503506 |
| 2017-02-01 | 387.308060016671 |
| 2017-03-01 | 388.916135623869 |
| 2017-04-01 | 389.455117490227 |
| 2017-05-01 | 391.617155265030 |
| 2017-06-01 | 392.387661229924 |
| 2017-07-01 | 392.015860786848 |
| 2017-08-01 | 392.369884879029 |
| 2017-09-01 | 386.861761580427 |
| 2017-10-01 | 392.654961954979 |
| 2017-11-01 | 393.210963825139 |
| 2017-12-01 | 394.545597948733 |
| 2018-01-01 | 394.104746863788 |
| 2018-02-01 | 395.495671839095 |
| 2018-03-01 | 396.984873314000 |
| 2018-04-01 | 396.237471278570 |
| 2018-05-01 | 396.740129993882 |
| 2018-06-01 | 397.575879285533 |
| 2018-07-01 | 398.648802978344 |
| 2018-08-01 | 401.152413858430 |
| 2018-09-01 | 401.757752537725 |
| 2018-10-01 | 401.656611416686 |
| 2018-11-01 | 402.471679414974 |
| 2018-12-01 | 403.150323294373 |
| 2019-01-01 | 405.187058669797 |
| 2019-02-01 | 406.346131574034 |
| 2019-03-01 | 407.371309962562 |
| 2019-04-01 | 409.090170459853 |
| 2019-05-01 | 409.710688303442 |
| 2019-06-01 | 409.209091859244 |
| 2019-07-01 | 409.500974437034 |
| 2019-08-01 | 411.329689378620 |
| 2019-09-01 | 410.510459920022 |
| 2019-10-01 | 412.780412548945 |
| 2019-11-01 | 414.378585433737 |
| 2019-12-01 | 414.918023338705 |
| 2020-01-01 | 416.683899019760 |
| 2020-02-01 | 418.542797513118 |
| 2020-03-01 | 416.596744787495 |
| 2020-04-01 | 369.492232429829 |
| 2020-05-01 | 383.052825586132 |
| 2020-06-01 | 393.331428851300 |
| 2020-07-01 | 389.912606839920 |
| 2020-08-01 | 390.521382343159 |
| 2020-09-01 | 393.296823764022 |
| 2020-10-01 | 397.258215235851 |
| 2020-11-01 | 398.496297957201 |
| 2020-12-01 | 399.594464793946 |
| 2021-01-01 | 400.527399247568 |
| 2021-02-01 | 402.038533085273 |
| 2021-03-01 | 404.870027456249 |
| 2021-04-01 | 405.121622855289 |
| 2021-05-01 | 406.114301248206 |
| 2021-06-01 | 407.738387974124 |
| 2021-07-01 | 410.308178664686 |
| 2021-08-01 | 409.255295661872 |
| 2021-09-01 | 409.239503021431 |
| 2021-10-01 | 413.285119536608 |
| 2021-11-01 | 415.269032685554 |
| 2021-12-01 | 415.716545730276 |
| 2022-01-01 | 415.678312225094 |
| 2022-02-01 | 418.109204446234 |
| 2022-03-01 | 418.169324641465 |
| 2022-04-01 | 420.629277626712 |
| 2022-05-01 | 423.077738732217 |
| 2022-06-01 | 424.026489850759 |
| 2022-07-01 | 426.170350804164 |
| 2022-08-01 | 428.902176734647 |
| 2022-09-01 | 433.384954849749 |
| 2022-10-01 | 433.053927547618 |
| 2022-11-01 | 434.548378366297 |
| 2022-12-01 | 436.831072713791 |
| 2023-01-01 | 439.870828397240 |
| 2023-02-01 | 440.886945707314 |
| 2023-03-01 | 443.028563006788 |
| 2023-04-01 | 446.035443109579 |
| 2023-05-01 | 447.390254593143 |
| 2023-06-01 | 449.780641457410 |
| 2023-07-01 | 449.501982331311 |
| 2023-08-01 | 451.583025370231 |
| 2023-09-01 | 453.390687930838 |
| 2023-10-01 | 453.905054036831 |
| 2023-11-01 | 454.855210632427 |
| 2023-12-01 | 456.460055578856 |
| 2024-01-01 | 456.927091680289 |
| 2024-02-01 | 458.721235900368 |
| 2024-03-01 | 459.781261913548 |
| 2024-04-01 | 460.454480167715 |
| 2024-05-01 | 461.000660853685 |
| 2024-06-01 | 461.210380255622 |
| 2024-07-01 | 463.660471539391 |
| 2024-08-01 | 465.901621792979 |
| 2024-09-01 | 465.856939303232 |
| 2024-10-01 | 465.973002140786 |
| 2024-11-01 | 467.512546898584 |
| 2024-12-01 | 468.075989421478 |
| 2025-01-01 | 472.254509366706 |
| 2025-02-01 | 470.782391925229 |
| 2025-03-01 | 472.679017478295 |
| 2025-04-01 | 472.630726527221 |
| 2025-05-01 | 474.121019523684 |
| 2025-06-01 | 474.979967187003 |
| 2025-07-01 | 475.410890351427 |
| 2025-08-01 | 474.887476862671 |
| 2025-09-01 | 475.748621266415 |