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 2026-09-01 |
| Last Updated | 2026-10-20 9:48 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 | 181.9955261312 |
| 1990-02-01 | 182.6292717708 |
| 1990-03-01 | 183.1616064310 |
| 1990-04-01 | 182.6681393758 |
| 1990-05-01 | 183.3081427775 |
| 1990-06-01 | 185.3957557872 |
| 1990-07-01 | 184.9220230327 |
| 1990-08-01 | 186.5935330145 |
| 1990-09-01 | 187.5781491540 |
| 1990-10-01 | 188.1139164068 |
| 1990-11-01 | 188.6053676492 |
| 1990-12-01 | 189.3397951423 |
| 1991-01-01 | 189.6208475563 |
| 1991-02-01 | 190.2956782117 |
| 1991-03-01 | 191.2867648097 |
| 1991-04-01 | 192.7627194373 |
| 1991-05-01 | 193.3595338408 |
| 1991-06-01 | 194.4579875908 |
| 1991-07-01 | 195.9936530990 |
| 1991-08-01 | 196.4905143456 |
| 1991-09-01 | 197.7360462493 |
| 1991-10-01 | 198.3950223331 |
| 1991-11-01 | 199.4800407221 |
| 1991-12-01 | 199.7801967455 |
| 1992-01-01 | 204.0443650969 |
| 1992-02-01 | 204.5336509376 |
| 1992-03-01 | 204.9801510638 |
| 1992-04-01 | 207.1466248826 |
| 1992-05-01 | 206.3772916619 |
| 1992-06-01 | 205.9012211331 |
| 1992-07-01 | 205.7706363807 |
| 1992-08-01 | 205.6959654263 |
| 1992-09-01 | 205.1702598131 |
| 1992-10-01 | 206.4727449752 |
| 1992-11-01 | 207.3663643014 |
| 1992-12-01 | 208.6705476593 |
| 1993-01-01 | 209.6045099676 |
| 1993-02-01 | 210.1665973737 |
| 1993-03-01 | 210.5248053079 |
| 1993-04-01 | 211.5481329402 |
| 1993-05-01 | 212.1056034669 |
| 1993-06-01 | 212.8014784118 |
| 1993-07-01 | 215.7847803755 |
| 1993-08-01 | 216.2969589805 |
| 1993-09-01 | 216.9756505969 |
| 1993-10-01 | 218.5933297930 |
| 1993-11-01 | 219.1889613197 |
| 1993-12-01 | 219.6490999303 |
| 1994-01-01 | 219.7717857773 |
| 1994-02-01 | 220.4940041961 |
| 1994-03-01 | 221.4293245791 |
| 1994-04-01 | 221.5051387181 |
| 1994-05-01 | 222.8267815408 |
| 1994-06-01 | 223.8891654822 |
| 1994-07-01 | 224.7757057014 |
| 1994-08-01 | 225.7599744307 |
| 1994-09-01 | 227.2113915531 |
| 1994-10-01 | 225.2358195206 |
| 1994-11-01 | 226.6439006364 |
| 1994-12-01 | 227.6782281740 |
| 1995-01-01 | 229.0848607709 |
| 1995-02-01 | 230.4325814011 |
| 1995-03-01 | 231.5051505710 |
| 1995-04-01 | 232.0894553957 |
| 1995-05-01 | 232.6683086848 |
| 1995-06-01 | 234.0552037502 |
| 1995-07-01 | 233.1134222430 |
| 1995-08-01 | 233.6771352995 |
| 1995-09-01 | 235.3548819111 |
| 1995-10-01 | 236.8493259569 |
| 1995-11-01 | 238.0555224600 |
| 1995-12-01 | 238.3667374467 |
| 1996-01-01 | 237.6079098502 |
| 1996-02-01 | 239.2744377131 |
| 1996-03-01 | 239.6990478305 |
| 1996-04-01 | 236.7336947414 |
| 1996-05-01 | 237.6940654112 |
| 1996-06-01 | 238.5851781160 |
| 1996-07-01 | 238.7486631858 |
| 1996-08-01 | 239.3907011901 |
| 1996-09-01 | 239.8802293527 |
| 1996-10-01 | 240.1660644206 |
| 1996-11-01 | 241.1663913218 |
| 1996-12-01 | 241.0667405617 |
| 1997-01-01 | 242.9528159048 |
| 1997-02-01 | 243.3068541636 |
| 1997-03-01 | 244.3248802438 |
| 1997-04-01 | 245.9033016825 |
| 1997-05-01 | 246.6544788171 |
| 1997-06-01 | 247.2180274723 |
| 1997-07-01 | 248.4936068492 |
| 1997-08-01 | 249.8392451892 |
| 1997-09-01 | 250.6511802495 |
| 1997-10-01 | 250.9933511559 |
| 1997-11-01 | 251.2393727379 |
| 1997-12-01 | 251.6077233793 |
| 1998-01-01 | 253.0272419496 |
| 1998-02-01 | 253.8015972289 |
| 1998-03-01 | 254.7447698996 |
| 1998-04-01 | 250.4930455898 |
| 1998-05-01 | 250.8001015560 |
| 1998-06-01 | 251.2670811511 |
| 1998-07-01 | 251.6368328024 |
| 1998-08-01 | 251.4672778358 |
| 1998-09-01 | 252.0271984797 |
| 1998-10-01 | 251.9187375261 |
| 1998-11-01 | 252.2566530076 |
| 1998-12-01 | 252.6410253713 |
| 1999-01-01 | 253.0148407393 |
| 1999-02-01 | 253.3558013997 |
| 1999-03-01 | 254.4407723487 |
| 1999-04-01 | 253.2325207977 |
| 1999-05-01 | 253.3875156821 |
| 1999-06-01 | 254.5548067694 |
| 1999-07-01 | 253.7886427567 |
| 1999-08-01 | 254.6364324006 |
| 1999-09-01 | 253.6960847344 |
| 1999-10-01 | 253.1587674617 |
| 1999-11-01 | 254.3013659133 |
| 1999-12-01 | 255.1626646399 |
| 2000-01-01 | 255.2199863602 |
| 2000-02-01 | 255.9328681233 |
| 2000-03-01 | 256.1850688803 |
| 2000-04-01 | 255.3362696267 |
| 2000-05-01 | 255.6320919967 |
| 2000-06-01 | 256.6774193187 |
| 2000-07-01 | 257.3517803275 |
| 2000-08-01 | 257.9292016865 |
| 2000-09-01 | 258.1305364015 |
| 2000-10-01 | 258.7970785632 |
| 2000-11-01 | 259.5927137243 |
| 2000-12-01 | 260.1889411635 |
| 2001-01-01 | 257.1251527638 |
| 2001-02-01 | 258.0733508617 |
| 2001-03-01 | 258.8301329185 |
| 2001-04-01 | 260.4706018571 |
| 2001-05-01 | 262.1970321929 |
| 2001-06-01 | 263.1972142193 |
| 2001-07-01 | 264.7951164051 |
| 2001-08-01 | 265.6350131542 |
| 2001-09-01 | 266.9544547873 |
| 2001-10-01 | 267.7723002974 |
| 2001-11-01 | 269.0437977268 |
| 2001-12-01 | 270.1458057331 |
| 2002-01-01 | 270.3802316618 |
| 2002-02-01 | 271.0778912833 |
| 2002-03-01 | 272.7551258189 |
| 2002-04-01 | 272.7091506824 |
| 2002-05-01 | 273.2399635484 |
| 2002-06-01 | 274.0415816235 |
| 2002-07-01 | 273.4377128803 |
| 2002-08-01 | 275.2285869535 |
| 2002-09-01 | 276.5185843722 |
| 2002-10-01 | 277.6789373634 |
| 2002-11-01 | 278.6626468381 |
| 2002-12-01 | 279.0669225452 |
| 2003-01-01 | 280.1534981233 |
| 2003-02-01 | 280.9855368049 |
| 2003-03-01 | 281.7199355212 |
| 2003-04-01 | 282.3016996915 |
| 2003-05-01 | 282.6214347350 |
| 2003-06-01 | 283.5833467864 |
| 2003-07-01 | 283.4313642598 |
| 2003-08-01 | 284.4268474890 |
| 2003-09-01 | 285.7436098562 |
| 2003-10-01 | 288.0464251155 |
| 2003-11-01 | 286.7066353028 |
| 2003-12-01 | 287.8703775679 |
| 2004-01-01 | 289.4148135554 |
| 2004-02-01 | 290.4794412176 |
| 2004-03-01 | 290.4584341970 |
| 2004-04-01 | 292.7149907208 |
| 2004-05-01 | 293.2600255469 |
| 2004-06-01 | 293.1599312273 |
| 2004-07-01 | 293.9351395615 |
| 2004-08-01 | 294.1748855575 |
| 2004-09-01 | 292.4241966197 |
| 2004-10-01 | 296.8250810599 |
| 2004-11-01 | 298.0012122302 |
| 2004-12-01 | 297.4637490113 |
| 2005-01-01 | 296.4427545060 |
| 2005-02-01 | 298.2074842596 |
| 2005-03-01 | 297.7698548873 |
| 2005-04-01 | 301.3494451846 |
| 2005-05-01 | 300.7053688094 |
| 2005-06-01 | 300.1110767470 |
| 2005-07-01 | 303.4699925515 |
| 2005-08-01 | 304.4887661007 |
| 2005-09-01 | 304.5707480708 |
| 2005-10-01 | 303.5352721328 |
| 2005-11-01 | 303.3264596108 |
| 2005-12-01 | 303.7736237194 |
| 2006-01-01 | 302.9738613785 |
| 2006-02-01 | 303.5778033995 |
| 2006-03-01 | 305.0119899585 |
| 2006-04-01 | 305.3206786437 |
| 2006-05-01 | 306.4526869558 |
| 2006-06-01 | 307.1500982034 |
| 2006-07-01 | 308.7142604243 |
| 2006-08-01 | 309.8315655874 |
| 2006-09-01 | 310.0182437629 |
| 2006-10-01 | 310.7484942339 |
| 2006-11-01 | 311.9570760144 |
| 2006-12-01 | 312.9185347142 |
| 2007-01-01 | 314.2821248224 |
| 2007-02-01 | 315.2819903930 |
| 2007-03-01 | 315.7197422340 |
| 2007-04-01 | 316.4619264189 |
| 2007-05-01 | 317.3812085509 |
| 2007-06-01 | 318.4894857883 |
| 2007-07-01 | 319.0315016726 |
| 2007-08-01 | 319.9239396917 |
| 2007-09-01 | 321.0997315358 |
| 2007-10-01 | 321.4712075669 |
| 2007-11-01 | 322.3621815307 |
| 2007-12-01 | 323.8019995318 |
| 2008-01-01 | 324.7517563418 |
| 2008-02-01 | 325.8461232289 |
| 2008-03-01 | 326.7518473029 |
| 2008-04-01 | 325.4530210055 |
| 2008-05-01 | 326.2129765807 |
| 2008-06-01 | 326.5495123932 |
| 2008-07-01 | 325.8278987406 |
| 2008-08-01 | 326.4729096379 |
| 2008-09-01 | 326.2623893207 |
| 2008-10-01 | 326.5514345431 |
| 2008-11-01 | 327.0919056842 |
| 2008-12-01 | 327.3546067268 |
| 2009-01-01 | 327.3381291012 |
| 2009-02-01 | 326.6864419538 |
| 2009-03-01 | 327.4466182715 |
| 2009-04-01 | 328.3735836905 |
| 2009-05-01 | 329.6008087343 |
| 2009-06-01 | 330.2747373869 |
| 2009-07-01 | 331.6973990359 |
| 2009-08-01 | 331.8415260712 |
| 2009-09-01 | 332.5919386735 |
| 2009-10-01 | 334.6779956239 |
| 2009-11-01 | 334.7970434805 |
| 2009-12-01 | 334.4160755529 |
| 2010-01-01 | 334.3511175372 |
| 2010-02-01 | 334.0030988953 |
| 2010-03-01 | 334.0588189098 |
| 2010-04-01 | 334.2259287526 |
| 2010-05-01 | 335.0169882492 |
| 2010-06-01 | 335.6571247323 |
| 2010-07-01 | 337.4594447215 |
| 2010-08-01 | 335.9104189108 |
| 2010-09-01 | 335.6926273029 |
| 2010-10-01 | 337.1544918700 |
| 2010-11-01 | 337.7048218951 |
| 2010-12-01 | 338.1702201338 |
| 2011-01-01 | 340.2464708547 |
| 2011-02-01 | 340.3510980598 |
| 2011-03-01 | 340.4504495643 |
| 2011-04-01 | 342.7594464799 |
| 2011-05-01 | 341.6896770441 |
| 2011-06-01 | 341.0780616257 |
| 2011-07-01 | 340.9444927749 |
| 2011-08-01 | 339.6254367139 |
| 2011-09-01 | 341.0835145279 |
| 2011-10-01 | 340.9617682523 |
| 2011-11-01 | 341.2042748706 |
| 2011-12-01 | 341.3315604168 |
| 2012-01-01 | 340.7352484787 |
| 2012-02-01 | 341.0959145991 |
| 2012-03-01 | 342.5702272487 |
| 2012-04-01 | 339.7705342246 |
| 2012-05-01 | 339.1983367444 |
| 2012-06-01 | 339.3976108339 |
| 2012-07-01 | 339.3379847819 |
| 2012-08-01 | 340.1838114629 |
| 2012-09-01 | 340.7305565401 |
| 2012-10-01 | 340.7870804859 |
| 2012-11-01 | 340.9729213383 |
| 2012-12-01 | 340.5530790720 |
| 2013-01-01 | 341.5395608421 |
| 2013-02-01 | 342.4452565019 |
| 2013-03-01 | 343.4878963391 |
| 2013-04-01 | 344.1689151224 |
| 2013-05-01 | 344.1984994067 |
| 2013-06-01 | 345.0708555813 |
| 2013-07-01 | 344.5720919829 |
| 2013-08-01 | 345.4360158874 |
| 2013-09-01 | 345.4808353149 |
| 2013-10-01 | 345.6651943037 |
| 2013-11-01 | 346.6119983279 |
| 2013-12-01 | 347.7700501684 |
| 2014-01-01 | 348.4715708651 |
| 2014-02-01 | 349.2910317869 |
| 2014-03-01 | 349.7810358643 |
| 2014-04-01 | 351.0300474066 |
| 2014-05-01 | 351.7154616279 |
| 2014-06-01 | 352.8637151590 |
| 2014-07-01 | 354.2855090446 |
| 2014-08-01 | 356.2831867640 |
| 2014-09-01 | 357.2433875343 |
| 2014-10-01 | 357.6878449748 |
| 2014-11-01 | 358.1616391843 |
| 2014-12-01 | 359.2694057801 |
| 2015-01-01 | 359.9416865896 |
| 2015-02-01 | 360.4102787549 |
| 2015-03-01 | 361.5261911127 |
| 2015-04-01 | 362.0191764856 |
| 2015-05-01 | 364.1360923605 |
| 2015-06-01 | 365.2772679117 |
| 2015-07-01 | 366.5157809238 |
| 2015-08-01 | 366.0810765888 |
| 2015-09-01 | 367.7570923269 |
| 2015-10-01 | 369.8830523937 |
| 2015-11-01 | 371.1716147917 |
| 2015-12-01 | 371.4785147423 |
| 2016-01-01 | 373.1032114905 |
| 2016-02-01 | 373.2212582476 |
| 2016-03-01 | 373.9453746337 |
| 2016-04-01 | 376.6964744686 |
| 2016-05-01 | 377.0197553813 |
| 2016-06-01 | 377.9884928492 |
| 2016-07-01 | 381.1201359168 |
| 2016-08-01 | 380.5727517166 |
| 2016-09-01 | 382.8877160899 |
| 2016-10-01 | 382.7128879985 |
| 2016-11-01 | 383.1323324987 |
| 2016-12-01 | 385.3817111853 |
| 2017-01-01 | 386.0115687069 |
| 2017-02-01 | 387.2384465558 |
| 2017-03-01 | 388.6155599866 |
| 2017-04-01 | 389.1478714804 |
| 2017-05-01 | 391.3821799924 |
| 2017-06-01 | 392.2730401765 |
| 2017-07-01 | 392.3213851035 |
| 2017-08-01 | 392.5392280311 |
| 2017-09-01 | 387.1915615362 |
| 2017-10-01 | 392.8197058182 |
| 2017-11-01 | 393.3638923486 |
| 2017-12-01 | 394.6396217391 |
| 2018-01-01 | 394.1113259187 |
| 2018-02-01 | 395.3219812541 |
| 2018-03-01 | 396.6058281929 |
| 2018-04-01 | 395.8641042893 |
| 2018-05-01 | 396.2824297835 |
| 2018-06-01 | 397.3384123860 |
| 2018-07-01 | 399.2770568448 |
| 2018-08-01 | 401.3705571675 |
| 2018-09-01 | 402.1885020563 |
| 2018-10-01 | 401.9106636647 |
| 2018-11-01 | 402.6672751169 |
| 2018-12-01 | 403.2594339179 |
| 2019-01-01 | 405.1707083416 |
| 2019-02-01 | 406.0727644821 |
| 2019-03-01 | 406.9274169777 |
| 2019-04-01 | 408.6644413511 |
| 2019-05-01 | 409.0267768740 |
| 2019-06-01 | 408.8417207818 |
| 2019-07-01 | 410.4622812681 |
| 2019-08-01 | 411.5905343988 |
| 2019-09-01 | 410.9989163432 |
| 2019-10-01 | 413.1074988047 |
| 2019-11-01 | 414.5971565411 |
| 2019-12-01 | 415.0143290282 |
| 2020-01-01 | 416.6279516625 |
| 2020-02-01 | 418.2091744270 |
| 2020-03-01 | 416.1455628381 |
| 2020-04-01 | 369.0884576898 |
| 2020-05-01 | 382.3521308723 |
| 2020-06-01 | 392.9466262223 |
| 2020-07-01 | 390.9037894683 |
| 2020-08-01 | 390.7968509296 |
| 2020-09-01 | 393.7282662417 |
| 2020-10-01 | 397.6150169753 |
| 2020-11-01 | 398.7063829588 |
| 2020-12-01 | 399.6872081200 |
| 2021-01-01 | 400.4574611011 |
| 2021-02-01 | 401.7246800013 |
| 2021-03-01 | 404.4882602841 |
| 2021-04-01 | 404.6802398256 |
| 2021-05-01 | 405.3583651597 |
| 2021-06-01 | 407.2892502238 |
| 2021-07-01 | 411.3578156053 |
| 2021-08-01 | 409.5160602944 |
| 2021-09-01 | 409.6244908107 |
| 2021-10-01 | 413.6906042564 |
| 2021-11-01 | 415.5274009403 |
| 2021-12-01 | 415.8124802573 |
| 2022-01-01 | 415.5699075131 |
| 2022-02-01 | 417.7804495120 |
| 2022-03-01 | 417.8879045144 |
| 2022-04-01 | 420.1692616865 |
| 2022-05-01 | 422.3796189521 |
| 2022-06-01 | 423.5668083244 |
| 2022-07-01 | 427.1167781615 |
| 2022-08-01 | 429.0800348932 |
| 2022-09-01 | 433.6835455920 |
| 2022-10-01 | 433.5714801599 |
| 2022-11-01 | 434.8988959393 |
| 2022-12-01 | 436.9628939528 |
| 2023-01-01 | 439.7259518894 |
| 2023-02-01 | 440.5449665686 |
| 2023-03-01 | 442.7856507670 |
| 2023-04-01 | 445.6452458536 |
| 2023-05-01 | 446.9479929629 |
| 2023-06-01 | 449.4587229813 |
| 2023-07-01 | 450.5943469728 |
| 2023-08-01 | 452.0879466364 |
| 2023-09-01 | 454.1545742472 |
| 2023-10-01 | 455.0171666192 |
| 2023-11-01 | 456.0259699963 |
| 2023-12-01 | 457.2130125609 |
| 2024-01-01 | 457.5068916827 |
| 2024-02-01 | 459.0356199677 |
| 2024-03-01 | 460.3740089501 |
| 2024-04-01 | 461.5767685384 |
| 2024-05-01 | 462.4459735585 |
| 2024-06-01 | 462.9916598786 |
| 2024-07-01 | 465.2820803444 |
| 2024-08-01 | 466.9148277052 |
| 2024-09-01 | 467.5509900599 |
| 2024-10-01 | 466.9259000919 |
| 2024-11-01 | 468.4410372976 |
| 2024-12-01 | 469.1649948664 |
| 2025-01-01 | 471.4576094360 |
| 2025-02-01 | 472.7315983104 |
| 2025-03-01 | 472.9152446487 |
| 2025-04-01 | 473.0709025544 |
| 2025-05-01 | 474.1506520481 |
| 2025-06-01 | 473.6896806996 |
| 2025-07-01 | 472.9538741205 |
| 2025-08-01 | 474.0473541139 |
| 2025-09-01 | 473.8301252237 |
| 2025-10-01 | 474.8675269678 |
| 2025-11-01 | 476.2724262059 |
| 2025-12-01 | 477.3550856623 |
| 2026-01-01 | 481.2936565960 |
| 2026-02-01 | 479.6528220611 |
| 2026-03-01 | 480.9276642633 |
| 2026-04-01 | 481.4626744206 |
| 2026-05-01 | 480.6729763699 |
| 2026-06-01 | 486.5209473527 |
| 2026-07-01 | 485.0889643601 |
| 2026-08-01 | 483.0117287224 |
| 2026-09-01 | 486.1526793189 |