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 2026-08-01 |
| Last Updated | 2026-09-18 12:14 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 | 181.9960632902 |
| 1990-02-01 | 182.6297016087 |
| 1990-03-01 | 183.1619339316 |
| 1990-04-01 | 182.6683267450 |
| 1990-05-01 | 183.3082730810 |
| 1990-06-01 | 185.3956395751 |
| 1990-07-01 | 184.9218256414 |
| 1990-08-01 | 186.5934024523 |
| 1990-09-01 | 187.5780047764 |
| 1990-10-01 | 188.1136373659 |
| 1990-11-01 | 188.6050247348 |
| 1990-12-01 | 189.3394026712 |
| 1991-01-01 | 189.6213700677 |
| 1991-02-01 | 190.2961114244 |
| 1991-03-01 | 191.2871010937 |
| 1991-04-01 | 192.7628996475 |
| 1991-05-01 | 193.3596613569 |
| 1991-06-01 | 194.4578359160 |
| 1991-07-01 | 195.9934535179 |
| 1991-08-01 | 196.4903860362 |
| 1991-09-01 | 197.7359092237 |
| 1991-10-01 | 198.3947585636 |
| 1991-11-01 | 199.4797311506 |
| 1991-12-01 | 199.7798606970 |
| 1992-01-01 | 204.0448687893 |
| 1992-02-01 | 204.5340855238 |
| 1992-03-01 | 204.9804819558 |
| 1992-04-01 | 207.1467779005 |
| 1992-05-01 | 206.3773699227 |
| 1992-06-01 | 205.9010185491 |
| 1992-07-01 | 205.7704405898 |
| 1992-08-01 | 205.6958468807 |
| 1992-09-01 | 205.1701381354 |
| 1992-10-01 | 206.4725250594 |
| 1992-11-01 | 207.3661281835 |
| 1992-12-01 | 208.6702840837 |
| 1993-01-01 | 209.6049846559 |
| 1993-02-01 | 210.1670358176 |
| 1993-03-01 | 210.5252062622 |
| 1993-04-01 | 211.5480972025 |
| 1993-05-01 | 212.1055640003 |
| 1993-06-01 | 212.8012477363 |
| 1993-07-01 | 215.7845857238 |
| 1993-08-01 | 216.2968584505 |
| 1993-09-01 | 216.9755688604 |
| 1993-10-01 | 218.5931760504 |
| 1993-11-01 | 219.1888287248 |
| 1993-12-01 | 219.6489547000 |
| 1994-01-01 | 219.7721650316 |
| 1994-02-01 | 220.4944132230 |
| 1994-03-01 | 221.4297902181 |
| 1994-04-01 | 221.5049322048 |
| 1994-05-01 | 222.8266227355 |
| 1994-06-01 | 223.8889123672 |
| 1994-07-01 | 224.7755389803 |
| 1994-08-01 | 225.7599201114 |
| 1994-09-01 | 227.2113618777 |
| 1994-10-01 | 225.2357652941 |
| 1994-11-01 | 226.6438854216 |
| 1994-12-01 | 227.6780958986 |
| 1995-01-01 | 229.0851465883 |
| 1995-02-01 | 230.4329085031 |
| 1995-03-01 | 231.5055531299 |
| 1995-04-01 | 232.0892007014 |
| 1995-05-01 | 232.6681145961 |
| 1995-06-01 | 234.0550063415 |
| 1995-07-01 | 233.1132954515 |
| 1995-08-01 | 233.6771353275 |
| 1995-09-01 | 235.3549019546 |
| 1995-10-01 | 236.8493343776 |
| 1995-11-01 | 238.0555683349 |
| 1995-12-01 | 238.3665667445 |
| 1996-01-01 | 237.6080582452 |
| 1996-02-01 | 239.2746266267 |
| 1996-03-01 | 239.6992504310 |
| 1996-04-01 | 236.7336116633 |
| 1996-05-01 | 237.6939587879 |
| 1996-06-01 | 238.5850869088 |
| 1996-07-01 | 238.7486195185 |
| 1996-08-01 | 239.3907563762 |
| 1996-09-01 | 239.8802404826 |
| 1996-10-01 | 240.1660834826 |
| 1996-11-01 | 241.1663855821 |
| 1996-12-01 | 241.0664013347 |
| 1997-01-01 | 242.9528960366 |
| 1997-02-01 | 243.3069620996 |
| 1997-03-01 | 244.3248766091 |
| 1997-04-01 | 245.9034503012 |
| 1997-05-01 | 246.6545562442 |
| 1997-06-01 | 247.2180894607 |
| 1997-07-01 | 248.4936717374 |
| 1997-08-01 | 249.8393126834 |
| 1997-09-01 | 250.6511495689 |
| 1997-10-01 | 250.9932976364 |
| 1997-11-01 | 251.2391622831 |
| 1997-12-01 | 251.6070454035 |
| 1998-01-01 | 253.0274698145 |
| 1998-02-01 | 253.8017349092 |
| 1998-03-01 | 254.7446000536 |
| 1998-04-01 | 250.4934753434 |
| 1998-05-01 | 250.8003995170 |
| 1998-06-01 | 251.2672350832 |
| 1998-07-01 | 251.6369756726 |
| 1998-08-01 | 251.4673202970 |
| 1998-09-01 | 252.0270743308 |
| 1998-10-01 | 251.9185639589 |
| 1998-11-01 | 252.2562188407 |
| 1998-12-01 | 252.6400663918 |
| 1999-01-01 | 253.0152790761 |
| 1999-02-01 | 253.3560488687 |
| 1999-03-01 | 254.4404921933 |
| 1999-04-01 | 253.2331928591 |
| 1999-05-01 | 253.3879953535 |
| 1999-06-01 | 254.5550195184 |
| 1999-07-01 | 253.7888026241 |
| 1999-08-01 | 254.6364097071 |
| 1999-09-01 | 253.6958576315 |
| 1999-10-01 | 253.1584432612 |
| 1999-11-01 | 254.3007270208 |
| 1999-12-01 | 255.1615465978 |
| 2000-01-01 | 255.2206684787 |
| 2000-02-01 | 255.9332857929 |
| 2000-03-01 | 256.1848684977 |
| 2000-04-01 | 255.3369930064 |
| 2000-05-01 | 255.6326110260 |
| 2000-06-01 | 256.6776131379 |
| 2000-07-01 | 257.3518922736 |
| 2000-08-01 | 257.9291141430 |
| 2000-09-01 | 258.1302194250 |
| 2000-10-01 | 258.7966417143 |
| 2000-11-01 | 259.5920045232 |
| 2000-12-01 | 260.1879187947 |
| 2001-01-01 | 257.1258872144 |
| 2001-02-01 | 258.0738998734 |
| 2001-03-01 | 258.8301564972 |
| 2001-04-01 | 260.4711690263 |
| 2001-05-01 | 262.1974675739 |
| 2001-06-01 | 263.1973740021 |
| 2001-07-01 | 264.7951698065 |
| 2001-08-01 | 265.6348804867 |
| 2001-09-01 | 266.9541256043 |
| 2001-10-01 | 267.7718144179 |
| 2001-11-01 | 269.0430928830 |
| 2001-12-01 | 270.1449072193 |
| 2002-01-01 | 270.3810314723 |
| 2002-02-01 | 271.0784996819 |
| 2002-03-01 | 272.7553962099 |
| 2002-04-01 | 272.7095076945 |
| 2002-05-01 | 273.2402382768 |
| 2002-06-01 | 274.0416620546 |
| 2002-07-01 | 273.4376983369 |
| 2002-08-01 | 275.2284455947 |
| 2002-09-01 | 276.5183080959 |
| 2002-10-01 | 277.6784947990 |
| 2002-11-01 | 278.6621039252 |
| 2002-12-01 | 279.0663287609 |
| 2003-01-01 | 280.1541087913 |
| 2003-02-01 | 280.9860196614 |
| 2003-03-01 | 281.7202499723 |
| 2003-04-01 | 282.3019558185 |
| 2003-05-01 | 282.6215823908 |
| 2003-06-01 | 283.5833721729 |
| 2003-07-01 | 283.4313158795 |
| 2003-08-01 | 284.4267385467 |
| 2003-09-01 | 285.7434182819 |
| 2003-10-01 | 288.0460647576 |
| 2003-11-01 | 286.7062745937 |
| 2003-12-01 | 287.8700862633 |
| 2004-01-01 | 289.4151680706 |
| 2004-02-01 | 290.4797306630 |
| 2004-03-01 | 290.4587465992 |
| 2004-04-01 | 292.7151512002 |
| 2004-05-01 | 293.2600848757 |
| 2004-06-01 | 293.1599146483 |
| 2004-07-01 | 293.9350924619 |
| 2004-08-01 | 294.1748231541 |
| 2004-09-01 | 292.4240807106 |
| 2004-10-01 | 296.8248300815 |
| 2004-11-01 | 298.0010243991 |
| 2004-12-01 | 297.4637375406 |
| 2005-01-01 | 296.4428216611 |
| 2005-02-01 | 298.2075921835 |
| 2005-03-01 | 297.7700980212 |
| 2005-04-01 | 301.3495345869 |
| 2005-05-01 | 300.7053879135 |
| 2005-06-01 | 300.1110677536 |
| 2005-07-01 | 303.4699743898 |
| 2005-08-01 | 304.4887434798 |
| 2005-09-01 | 304.5706919028 |
| 2005-10-01 | 303.5351173508 |
| 2005-11-01 | 303.3263401875 |
| 2005-12-01 | 303.7736373088 |
| 2006-01-01 | 302.9738944650 |
| 2006-02-01 | 303.5778345555 |
| 2006-03-01 | 305.0121699582 |
| 2006-04-01 | 305.3207148053 |
| 2006-05-01 | 306.4526855800 |
| 2006-06-01 | 307.1500896489 |
| 2006-07-01 | 308.7142504237 |
| 2006-08-01 | 309.8315579308 |
| 2006-09-01 | 310.0182170689 |
| 2006-10-01 | 310.7484091334 |
| 2006-11-01 | 311.9570059037 |
| 2006-12-01 | 312.9185480968 |
| 2007-01-01 | 314.2821427465 |
| 2007-02-01 | 315.2820011167 |
| 2007-03-01 | 315.7198506003 |
| 2007-04-01 | 316.4619465916 |
| 2007-05-01 | 317.3812054881 |
| 2007-06-01 | 318.4894797187 |
| 2007-07-01 | 319.0314950187 |
| 2007-08-01 | 319.9239330351 |
| 2007-09-01 | 321.0997129298 |
| 2007-10-01 | 321.4711664557 |
| 2007-11-01 | 322.3621398340 |
| 2007-12-01 | 323.8020043563 |
| 2008-01-01 | 324.7517709017 |
| 2008-02-01 | 325.8461362351 |
| 2008-03-01 | 326.7519013009 |
| 2008-04-01 | 325.4530382403 |
| 2008-05-01 | 326.2129753281 |
| 2008-06-01 | 326.5495056677 |
| 2008-07-01 | 325.8278898692 |
| 2008-08-01 | 326.4728971817 |
| 2008-09-01 | 326.2623779915 |
| 2008-10-01 | 326.5514202111 |
| 2008-11-01 | 327.0918961851 |
| 2008-12-01 | 327.3546032837 |
| 2009-01-01 | 327.3381381724 |
| 2009-02-01 | 326.6864529167 |
| 2009-03-01 | 327.4466368448 |
| 2009-04-01 | 328.3735961953 |
| 2009-05-01 | 329.6008119128 |
| 2009-06-01 | 330.2747333457 |
| 2009-07-01 | 331.6973890893 |
| 2009-08-01 | 331.8415113501 |
| 2009-09-01 | 332.5919314896 |
| 2009-10-01 | 334.6779870420 |
| 2009-11-01 | 334.7970395755 |
| 2009-12-01 | 334.4160784420 |
| 2010-01-01 | 334.3511264578 |
| 2010-02-01 | 334.0031069714 |
| 2010-03-01 | 334.0588345860 |
| 2010-04-01 | 334.2259469219 |
| 2010-05-01 | 335.0169984051 |
| 2010-06-01 | 335.6571208232 |
| 2010-07-01 | 337.4594152548 |
| 2010-08-01 | 335.9103878702 |
| 2010-09-01 | 335.6926112194 |
| 2010-10-01 | 337.1544840153 |
| 2010-11-01 | 337.7048275245 |
| 2010-12-01 | 338.1702408278 |
| 2011-01-01 | 340.2464904279 |
| 2011-02-01 | 340.3511175080 |
| 2011-03-01 | 340.4504726123 |
| 2011-04-01 | 342.7594665203 |
| 2011-05-01 | 341.6896772027 |
| 2011-06-01 | 341.0780472564 |
| 2011-07-01 | 340.9444579297 |
| 2011-08-01 | 339.6252990988 |
| 2011-09-01 | 341.0835380619 |
| 2011-10-01 | 340.9618014849 |
| 2011-11-01 | 341.2043112877 |
| 2011-12-01 | 341.3316069975 |
| 2012-01-01 | 340.7352878134 |
| 2012-02-01 | 341.0959535510 |
| 2012-03-01 | 342.5702464748 |
| 2012-04-01 | 339.7705001926 |
| 2012-05-01 | 339.1982807095 |
| 2012-06-01 | 339.3975713635 |
| 2012-07-01 | 339.3379066627 |
| 2012-08-01 | 340.1835446113 |
| 2012-09-01 | 340.7307565998 |
| 2012-10-01 | 340.7872521539 |
| 2012-11-01 | 340.9730196657 |
| 2012-12-01 | 340.5531324281 |
| 2013-01-01 | 341.5395995658 |
| 2013-02-01 | 342.4453163709 |
| 2013-03-01 | 343.4878521432 |
| 2013-04-01 | 344.1687216018 |
| 2013-05-01 | 344.1983398615 |
| 2013-06-01 | 345.0707304684 |
| 2013-07-01 | 344.5718643615 |
| 2013-08-01 | 345.4354342540 |
| 2013-09-01 | 345.4821526137 |
| 2013-10-01 | 345.6653244713 |
| 2013-11-01 | 346.6120268596 |
| 2013-12-01 | 347.7700167046 |
| 2014-01-01 | 348.4715249364 |
| 2014-02-01 | 349.2910356577 |
| 2014-03-01 | 349.7808980246 |
| 2014-04-01 | 351.0297322010 |
| 2014-05-01 | 351.7153598825 |
| 2014-06-01 | 352.8636240683 |
| 2014-07-01 | 354.2849968215 |
| 2014-08-01 | 356.2819747890 |
| 2014-09-01 | 357.2466359787 |
| 2014-10-01 | 357.6873121416 |
| 2014-11-01 | 358.1611938133 |
| 2014-12-01 | 359.2692265324 |
| 2015-01-01 | 359.9417470682 |
| 2015-02-01 | 360.4104348321 |
| 2015-03-01 | 361.5262644661 |
| 2015-04-01 | 362.0190724962 |
| 2015-05-01 | 364.1362857520 |
| 2015-06-01 | 365.2771876255 |
| 2015-07-01 | 366.5147422406 |
| 2015-08-01 | 366.0787832228 |
| 2015-09-01 | 367.7618282237 |
| 2015-10-01 | 369.8813751179 |
| 2015-11-01 | 371.1704973022 |
| 2015-12-01 | 371.4783430961 |
| 2016-01-01 | 373.1038267966 |
| 2016-02-01 | 373.2219430822 |
| 2016-03-01 | 373.9463236100 |
| 2016-04-01 | 376.6972649029 |
| 2016-05-01 | 377.0202396291 |
| 2016-06-01 | 377.9881581783 |
| 2016-07-01 | 381.1188779013 |
| 2016-08-01 | 380.5703808133 |
| 2016-09-01 | 382.8873081067 |
| 2016-10-01 | 382.7123374069 |
| 2016-11-01 | 383.1320818657 |
| 2016-12-01 | 385.3804921058 |
| 2017-01-01 | 386.0100216309 |
| 2017-02-01 | 387.2494350660 |
| 2017-03-01 | 388.6150988884 |
| 2017-04-01 | 389.1455103070 |
| 2017-05-01 | 391.3824880082 |
| 2017-06-01 | 392.2817085463 |
| 2017-07-01 | 392.3092353999 |
| 2017-08-01 | 392.5360126153 |
| 2017-09-01 | 387.1829683896 |
| 2017-10-01 | 392.8294002496 |
| 2017-11-01 | 393.3624449365 |
| 2017-12-01 | 394.6371320072 |
| 2018-01-01 | 394.1081126906 |
| 2018-02-01 | 395.3436767626 |
| 2018-03-01 | 396.6033868249 |
| 2018-04-01 | 395.8583716920 |
| 2018-05-01 | 396.2822512793 |
| 2018-06-01 | 397.3555702786 |
| 2018-07-01 | 399.2534796449 |
| 2018-08-01 | 401.3664513343 |
| 2018-09-01 | 402.1689821086 |
| 2018-10-01 | 401.9298992461 |
| 2018-11-01 | 402.6731066682 |
| 2018-12-01 | 403.2537561749 |
| 2019-01-01 | 405.1643633100 |
| 2019-02-01 | 406.1051889569 |
| 2019-03-01 | 406.9222137467 |
| 2019-04-01 | 408.6539416947 |
| 2019-05-01 | 409.0256704193 |
| 2019-06-01 | 408.8680172933 |
| 2019-07-01 | 410.4259005996 |
| 2019-08-01 | 411.5846210169 |
| 2019-09-01 | 410.9733764102 |
| 2019-10-01 | 413.1359907813 |
| 2019-11-01 | 414.6105511603 |
| 2019-12-01 | 415.0072245368 |
| 2020-01-01 | 416.6213662406 |
| 2020-02-01 | 418.2408246324 |
| 2020-03-01 | 416.1395813628 |
| 2020-04-01 | 369.0784142400 |
| 2020-05-01 | 382.3504195092 |
| 2020-06-01 | 392.9709107969 |
| 2020-07-01 | 390.8686853296 |
| 2020-08-01 | 390.7912185438 |
| 2020-09-01 | 393.7007544410 |
| 2020-10-01 | 397.6427235680 |
| 2020-11-01 | 398.7290228896 |
| 2020-12-01 | 399.6788539337 |
| 2021-01-01 | 400.4490448358 |
| 2021-02-01 | 401.7521202542 |
| 2021-03-01 | 404.4812421084 |
| 2021-04-01 | 404.6686738765 |
| 2021-05-01 | 405.3579485142 |
| 2021-06-01 | 407.3169538184 |
| 2021-07-01 | 411.3225351770 |
| 2021-08-01 | 409.5073136223 |
| 2021-09-01 | 409.6007955104 |
| 2021-10-01 | 413.7166405214 |
| 2021-11-01 | 415.5492302733 |
| 2021-12-01 | 415.8036515098 |
| 2022-01-01 | 415.5618024443 |
| 2022-02-01 | 417.7951015697 |
| 2022-03-01 | 417.8824376295 |
| 2022-04-01 | 420.1640329291 |
| 2022-05-01 | 422.3867732311 |
| 2022-06-01 | 423.5928439545 |
| 2022-07-01 | 427.0963820044 |
| 2022-08-01 | 429.0681795101 |
| 2022-09-01 | 433.6629631761 |
| 2022-10-01 | 433.5802474010 |
| 2022-11-01 | 434.9172794642 |
| 2022-12-01 | 436.9501046865 |
| 2023-01-01 | 439.7167549665 |
| 2023-02-01 | 440.5447856510 |
| 2023-03-01 | 442.7829992786 |
| 2023-04-01 | 445.6498385967 |
| 2023-05-01 | 446.9696618308 |
| 2023-06-01 | 449.4921252336 |
| 2023-07-01 | 450.6133323948 |
| 2023-08-01 | 452.0581321486 |
| 2023-09-01 | 454.1244181612 |
| 2023-10-01 | 455.0083182564 |
| 2023-11-01 | 456.0186595745 |
| 2023-12-01 | 457.1968229684 |
| 2024-01-01 | 457.5037372601 |
| 2024-02-01 | 459.0170355505 |
| 2024-03-01 | 460.3823341597 |
| 2024-04-01 | 461.6027833489 |
| 2024-05-01 | 462.4879364816 |
| 2024-06-01 | 463.0429078937 |
| 2024-07-01 | 465.3478793554 |
| 2024-08-01 | 466.8347845163 |
| 2024-09-01 | 467.5021455559 |
| 2024-10-01 | 466.9019952617 |
| 2024-11-01 | 468.4057808715 |
| 2024-12-01 | 469.1455874122 |
| 2025-01-01 | 471.4616807357 |
| 2025-02-01 | 472.7069075943 |
| 2025-03-01 | 472.9343517205 |
| 2025-04-01 | 473.1169931951 |
| 2025-05-01 | 474.2135652339 |
| 2025-06-01 | 473.7740108376 |
| 2025-07-01 | 473.0616438629 |
| 2025-08-01 | 473.9027181122 |
| 2025-09-01 | 473.7474700461 |
| 2025-10-01 | 474.8427967176 |
| 2025-11-01 | 476.2061819884 |
| 2025-12-01 | 477.3355748956 |
| 2026-01-01 | 481.3099219674 |
| 2026-02-01 | 479.6254845975 |
| 2026-03-01 | 480.9613923369 |
| 2026-04-01 | 481.5333623994 |
| 2026-05-01 | 480.7569779788 |
| 2026-06-01 | 486.6387423595 |
| 2026-07-01 | 485.2257725251 |
| 2026-08-01 | 484.1206631779 |