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 2026-04-01 |
| Last Updated | 2026-05-26 2:58 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 | 181.999360973145 |
| 1990-02-01 | 182.632337925276 |
| 1990-03-01 | 183.163951149745 |
| 1990-04-01 | 182.669445985349 |
| 1990-05-01 | 183.309084376978 |
| 1990-06-01 | 185.395325622728 |
| 1990-07-01 | 184.920795700188 |
| 1990-08-01 | 186.592552726111 |
| 1990-09-01 | 187.577103525920 |
| 1990-10-01 | 188.111831933305 |
| 1990-11-01 | 188.602778988537 |
| 1990-12-01 | 189.336772586685 |
| 1991-01-01 | 189.624501145177 |
| 1991-02-01 | 190.298692262076 |
| 1991-03-01 | 191.289120332060 |
| 1991-04-01 | 192.764057356014 |
| 1991-05-01 | 193.360466242738 |
| 1991-06-01 | 194.457419355785 |
| 1991-07-01 | 195.992466977115 |
| 1991-08-01 | 196.489598572083 |
| 1991-09-01 | 197.735079268105 |
| 1991-10-01 | 198.393060188544 |
| 1991-11-01 | 199.477666323937 |
| 1991-12-01 | 199.777470904640 |
| 1992-01-01 | 204.047661853017 |
| 1992-02-01 | 204.536465286060 |
| 1992-03-01 | 204.982370073325 |
| 1992-04-01 | 207.147946080397 |
| 1992-05-01 | 206.378049296051 |
| 1992-06-01 | 205.900484722211 |
| 1992-07-01 | 205.769646624275 |
| 1992-08-01 | 205.695157819801 |
| 1992-09-01 | 205.169498299706 |
| 1992-10-01 | 206.471138852208 |
| 1992-11-01 | 207.364448639326 |
| 1992-12-01 | 208.668187866950 |
| 1993-01-01 | 209.607303079075 |
| 1993-02-01 | 210.168935726818 |
| 1993-03-01 | 210.526723173677 |
| 1993-04-01 | 211.549020166101 |
| 1993-05-01 | 212.106044928751 |
| 1993-06-01 | 212.800725255399 |
| 1993-07-01 | 215.784004170615 |
| 1993-08-01 | 216.296339707329 |
| 1993-09-01 | 216.975206690119 |
| 1993-10-01 | 218.592137485390 |
| 1993-11-01 | 219.187647555117 |
| 1993-12-01 | 219.647534141896 |
| 1994-01-01 | 219.773522566144 |
| 1994-02-01 | 220.495543500730 |
| 1994-03-01 | 221.430797625486 |
| 1994-04-01 | 221.505882101696 |
| 1994-05-01 | 222.826941348091 |
| 1994-06-01 | 223.888489052996 |
| 1994-07-01 | 224.775311599005 |
| 1994-08-01 | 225.759683507435 |
| 1994-09-01 | 227.211271762866 |
| 1994-10-01 | 225.235172650151 |
| 1994-11-01 | 226.643163808023 |
| 1994-12-01 | 227.677179698581 |
| 1995-01-01 | 229.085552483150 |
| 1995-02-01 | 230.433050648012 |
| 1995-03-01 | 231.505489946709 |
| 1995-04-01 | 232.090716147989 |
| 1995-05-01 | 232.668592112023 |
| 1995-06-01 | 234.054947451021 |
| 1995-07-01 | 233.113347808873 |
| 1995-08-01 | 233.677213680707 |
| 1995-09-01 | 235.355003528157 |
| 1995-10-01 | 236.849015962559 |
| 1995-11-01 | 238.055143424436 |
| 1995-12-01 | 238.366085452920 |
| 1996-01-01 | 237.607416917860 |
| 1996-02-01 | 239.273768470454 |
| 1996-03-01 | 239.698011069897 |
| 1996-04-01 | 236.735922282784 |
| 1996-05-01 | 237.694762881167 |
| 1996-06-01 | 238.585491920211 |
| 1996-07-01 | 238.749017751465 |
| 1996-08-01 | 239.391093324103 |
| 1996-09-01 | 239.880443254330 |
| 1996-10-01 | 240.165980916697 |
| 1996-11-01 | 241.166020243971 |
| 1996-12-01 | 241.065756777398 |
| 1997-01-01 | 242.951860564514 |
| 1997-02-01 | 243.305455082831 |
| 1997-03-01 | 244.322479521022 |
| 1997-04-01 | 245.906535895243 |
| 1997-05-01 | 246.655805956824 |
| 1997-06-01 | 247.218905287040 |
| 1997-07-01 | 248.494311004314 |
| 1997-08-01 | 249.839786369755 |
| 1997-09-01 | 250.651406772044 |
| 1997-10-01 | 250.993235999652 |
| 1997-11-01 | 251.238823611587 |
| 1997-12-01 | 251.606446566351 |
| 1998-01-01 | 253.026039030649 |
| 1998-02-01 | 253.799855361109 |
| 1998-03-01 | 254.741594162606 |
| 1998-04-01 | 250.496810224607 |
| 1998-05-01 | 250.801831394240 |
| 1998-06-01 | 251.268164483219 |
| 1998-07-01 | 251.637770730607 |
| 1998-08-01 | 251.467845071940 |
| 1998-09-01 | 252.027331909919 |
| 1998-10-01 | 251.918552205316 |
| 1998-11-01 | 252.255992088477 |
| 1998-12-01 | 252.639661344993 |
| 1999-01-01 | 253.013768357078 |
| 1999-02-01 | 253.354165879990 |
| 1999-03-01 | 254.437296954571 |
| 1999-04-01 | 253.236345431706 |
| 1999-05-01 | 253.389433863194 |
| 1999-06-01 | 254.555877548541 |
| 1999-07-01 | 253.789573623923 |
| 1999-08-01 | 254.636888407970 |
| 1999-09-01 | 253.696064358681 |
| 1999-10-01 | 253.158451701382 |
| 1999-11-01 | 254.300694406821 |
| 1999-12-01 | 255.161470675776 |
| 2000-01-01 | 255.219229439572 |
| 2000-02-01 | 255.931723900207 |
| 2000-03-01 | 256.182276537327 |
| 2000-04-01 | 255.339159368037 |
| 2000-05-01 | 255.633703686690 |
| 2000-06-01 | 256.678269682996 |
| 2000-07-01 | 257.352553310712 |
| 2000-08-01 | 257.929495200669 |
| 2000-09-01 | 258.130407164460 |
| 2000-10-01 | 258.796733108694 |
| 2000-11-01 | 259.592151728878 |
| 2000-12-01 | 260.188068608113 |
| 2001-01-01 | 257.124772140349 |
| 2001-02-01 | 258.072823641636 |
| 2001-03-01 | 258.828374518853 |
| 2001-04-01 | 260.472242317443 |
| 2001-05-01 | 262.198118015514 |
| 2001-06-01 | 263.197796076072 |
| 2001-07-01 | 264.795655086318 |
| 2001-08-01 | 265.635143685240 |
| 2001-09-01 | 266.954283192732 |
| 2001-10-01 | 267.771980971534 |
| 2001-11-01 | 269.043389082230 |
| 2001-12-01 | 270.145273839397 |
| 2002-01-01 | 270.380147790155 |
| 2002-02-01 | 271.077836855174 |
| 2002-03-01 | 272.754469429481 |
| 2002-04-01 | 272.709701496388 |
| 2002-05-01 | 273.240407292427 |
| 2002-06-01 | 274.041874265115 |
| 2002-07-01 | 273.438022856638 |
| 2002-08-01 | 275.228612197422 |
| 2002-09-01 | 276.518472534112 |
| 2002-10-01 | 277.678750984891 |
| 2002-11-01 | 278.662441164749 |
| 2002-12-01 | 279.066663632204 |
| 2003-01-01 | 280.153577433319 |
| 2003-02-01 | 280.985609211447 |
| 2003-03-01 | 281.719629580592 |
| 2003-04-01 | 282.301943613196 |
| 2003-05-01 | 282.621568749272 |
| 2003-06-01 | 283.583448099709 |
| 2003-07-01 | 283.431498340661 |
| 2003-08-01 | 284.426827378885 |
| 2003-09-01 | 285.743541960147 |
| 2003-10-01 | 288.046322168574 |
| 2003-11-01 | 286.706572820939 |
| 2003-12-01 | 287.870276369892 |
| 2004-01-01 | 289.414892435680 |
| 2004-02-01 | 290.479509020856 |
| 2004-03-01 | 290.458364242019 |
| 2004-04-01 | 292.715032573651 |
| 2004-05-01 | 293.260053283896 |
| 2004-06-01 | 293.159941967068 |
| 2004-07-01 | 293.935198148330 |
| 2004-08-01 | 294.174864432090 |
| 2004-09-01 | 292.424168850995 |
| 2004-10-01 | 296.825041415647 |
| 2004-11-01 | 298.001220302015 |
| 2004-12-01 | 297.463738121254 |
| 2005-01-01 | 296.442762934244 |
| 2005-02-01 | 298.207511338099 |
| 2005-03-01 | 297.769796577454 |
| 2005-04-01 | 301.349467406004 |
| 2005-05-01 | 300.705379392274 |
| 2005-06-01 | 300.111081900413 |
| 2005-07-01 | 303.470025646204 |
| 2005-08-01 | 304.488756575142 |
| 2005-09-01 | 304.570734218670 |
| 2005-10-01 | 303.535258464286 |
| 2005-11-01 | 303.326484214928 |
| 2005-12-01 | 303.773617600472 |
| 2006-01-01 | 302.973859804535 |
| 2006-02-01 | 303.577809461403 |
| 2006-03-01 | 305.011954373992 |
| 2006-04-01 | 305.320682924735 |
| 2006-05-01 | 306.452690398130 |
| 2006-06-01 | 307.150104721763 |
| 2006-07-01 | 308.714267491923 |
| 2006-08-01 | 309.831565953270 |
| 2006-09-01 | 310.018240917485 |
| 2006-10-01 | 310.748497438270 |
| 2006-11-01 | 311.957097463848 |
| 2006-12-01 | 312.918531029691 |
| 2007-01-01 | 314.282119318025 |
| 2007-02-01 | 315.281987808546 |
| 2007-03-01 | 315.719715159595 |
| 2007-04-01 | 316.461927537386 |
| 2007-05-01 | 317.381210832010 |
| 2007-06-01 | 318.489490516224 |
| 2007-07-01 | 319.031508776787 |
| 2007-08-01 | 319.923943192968 |
| 2007-09-01 | 321.099727787056 |
| 2007-10-01 | 321.471218523994 |
| 2007-11-01 | 322.362193665543 |
| 2007-12-01 | 323.801998637768 |
| 2008-01-01 | 324.751731245022 |
| 2008-02-01 | 325.846122678801 |
| 2008-03-01 | 326.751837269915 |
| 2008-04-01 | 325.453025732147 |
| 2008-05-01 | 326.212977482211 |
| 2008-06-01 | 326.549514597455 |
| 2008-07-01 | 325.827903670845 |
| 2008-08-01 | 326.472922744018 |
| 2008-09-01 | 326.262384098174 |
| 2008-10-01 | 326.551446893444 |
| 2008-11-01 | 327.091910838663 |
| 2008-12-01 | 327.354611028788 |
| 2009-01-01 | 327.338083573020 |
| 2009-02-01 | 326.686440350025 |
| 2009-03-01 | 327.446622194839 |
| 2009-04-01 | 328.373584706016 |
| 2009-05-01 | 329.600801905018 |
| 2009-06-01 | 330.274737446920 |
| 2009-07-01 | 331.697409660023 |
| 2009-08-01 | 331.841558578753 |
| 2009-09-01 | 332.591938652949 |
| 2009-10-01 | 334.678014528640 |
| 2009-11-01 | 334.797054373678 |
| 2009-12-01 | 334.416073458998 |
| 2010-01-01 | 334.351051081558 |
| 2010-02-01 | 334.003091158989 |
| 2010-03-01 | 334.058815622673 |
| 2010-04-01 | 334.225906079338 |
| 2010-05-01 | 335.016965089679 |
| 2010-06-01 | 335.657139409120 |
| 2010-07-01 | 337.459485834276 |
| 2010-08-01 | 335.910505131470 |
| 2010-09-01 | 335.692650342046 |
| 2010-10-01 | 337.154502725316 |
| 2010-11-01 | 337.704793055894 |
| 2010-12-01 | 338.170165068225 |
| 2011-01-01 | 340.246390257678 |
| 2011-02-01 | 340.351087831375 |
| 2011-03-01 | 340.450457989137 |
| 2011-04-01 | 342.759437846892 |
| 2011-05-01 | 341.689680333632 |
| 2011-06-01 | 341.078086827468 |
| 2011-07-01 | 340.944489631876 |
| 2011-08-01 | 339.625832112266 |
| 2011-09-01 | 341.083398389885 |
| 2011-10-01 | 340.961637399197 |
| 2011-11-01 | 341.204122389177 |
| 2011-12-01 | 341.331414165709 |
| 2012-01-01 | 340.735168022925 |
| 2012-02-01 | 341.095993717107 |
| 2012-03-01 | 342.570406403802 |
| 2012-04-01 | 339.770504957465 |
| 2012-05-01 | 339.198470204720 |
| 2012-06-01 | 339.397644956253 |
| 2012-07-01 | 339.338039625323 |
| 2012-08-01 | 340.184470458489 |
| 2012-09-01 | 340.730129375316 |
| 2012-10-01 | 340.786624387660 |
| 2012-11-01 | 340.972577000971 |
| 2012-12-01 | 340.552817027607 |
| 2013-01-01 | 341.539366539495 |
| 2013-02-01 | 342.445117213877 |
| 2013-03-01 | 343.489439372084 |
| 2013-04-01 | 344.168680384534 |
| 2013-05-01 | 344.198629577734 |
| 2013-06-01 | 345.070970421306 |
| 2013-07-01 | 344.572257499952 |
| 2013-08-01 | 345.437455128668 |
| 2013-09-01 | 345.478363437635 |
| 2013-10-01 | 345.665035358825 |
| 2013-11-01 | 346.611374152451 |
| 2013-12-01 | 347.769808715634 |
| 2014-01-01 | 348.471330831362 |
| 2014-02-01 | 349.290841748691 |
| 2014-03-01 | 349.784098103142 |
| 2014-04-01 | 351.029619119223 |
| 2014-05-01 | 351.715624855929 |
| 2014-06-01 | 352.863908876505 |
| 2014-07-01 | 354.285703519679 |
| 2014-08-01 | 356.284864518315 |
| 2014-09-01 | 357.239224563416 |
| 2014-10-01 | 357.687833955541 |
| 2014-11-01 | 358.160735853604 |
| 2014-12-01 | 359.269427794911 |
| 2015-01-01 | 359.941714100884 |
| 2015-02-01 | 360.410192823019 |
| 2015-03-01 | 361.530739745632 |
| 2015-04-01 | 362.018250666337 |
| 2015-05-01 | 364.135643308762 |
| 2015-06-01 | 365.277044779572 |
| 2015-07-01 | 366.515729938991 |
| 2015-08-01 | 366.083285587105 |
| 2015-09-01 | 367.751850714924 |
| 2015-10-01 | 369.883916861865 |
| 2015-11-01 | 371.170937098690 |
| 2015-12-01 | 371.479221052802 |
| 2016-01-01 | 373.103924570104 |
| 2016-02-01 | 373.221689391996 |
| 2016-03-01 | 373.949798288641 |
| 2016-04-01 | 376.694087211442 |
| 2016-05-01 | 377.017336336839 |
| 2016-06-01 | 377.986626088464 |
| 2016-07-01 | 381.119716882719 |
| 2016-08-01 | 380.575612026448 |
| 2016-09-01 | 382.884920791752 |
| 2016-10-01 | 382.715747671749 |
| 2016-11-01 | 383.133092948306 |
| 2016-12-01 | 385.383248865959 |
| 2017-01-01 | 386.011896429405 |
| 2017-02-01 | 387.241334742197 |
| 2017-03-01 | 388.617372628798 |
| 2017-04-01 | 389.144573150161 |
| 2017-05-01 | 391.371617560552 |
| 2017-06-01 | 392.265515507793 |
| 2017-07-01 | 392.322084399746 |
| 2017-08-01 | 392.547849028433 |
| 2017-09-01 | 387.189507967150 |
| 2017-10-01 | 392.834997959125 |
| 2017-11-01 | 393.364701054178 |
| 2017-12-01 | 394.640531679384 |
| 2018-01-01 | 394.110104325869 |
| 2018-02-01 | 395.326897937403 |
| 2018-03-01 | 396.601962026535 |
| 2018-04-01 | 395.858609145242 |
| 2018-05-01 | 396.262591045947 |
| 2018-06-01 | 397.323480404187 |
| 2018-07-01 | 399.279528213529 |
| 2018-08-01 | 401.382511949376 |
| 2018-09-01 | 402.198709652740 |
| 2018-10-01 | 401.934811475742 |
| 2018-11-01 | 402.673828347261 |
| 2018-12-01 | 403.256396295598 |
| 2019-01-01 | 405.165291319069 |
| 2019-02-01 | 406.077834286366 |
| 2019-03-01 | 406.916662565900 |
| 2019-04-01 | 408.656544307289 |
| 2019-05-01 | 408.998005653739 |
| 2019-06-01 | 408.820462678910 |
| 2019-07-01 | 410.466833776508 |
| 2019-08-01 | 411.604627655939 |
| 2019-09-01 | 411.027584654472 |
| 2019-10-01 | 413.137474596977 |
| 2019-11-01 | 414.607199433706 |
| 2019-12-01 | 415.005795066140 |
| 2020-01-01 | 416.618118079161 |
| 2020-02-01 | 418.210885059806 |
| 2020-03-01 | 416.129683557232 |
| 2020-04-01 | 369.079569393791 |
| 2020-05-01 | 382.324754905385 |
| 2020-06-01 | 392.926599103323 |
| 2020-07-01 | 390.910437498514 |
| 2020-08-01 | 390.807347876740 |
| 2020-09-01 | 393.772924064626 |
| 2020-10-01 | 397.635957422954 |
| 2020-11-01 | 398.718419677454 |
| 2020-12-01 | 399.674027269880 |
| 2021-01-01 | 400.442309871188 |
| 2021-02-01 | 401.723417366732 |
| 2021-03-01 | 404.470819005467 |
| 2021-04-01 | 404.673122340937 |
| 2021-05-01 | 405.336745479194 |
| 2021-06-01 | 407.276672851548 |
| 2021-07-01 | 411.372180702441 |
| 2021-08-01 | 409.529797706070 |
| 2021-09-01 | 409.684564361569 |
| 2021-10-01 | 413.662251059993 |
| 2021-11-01 | 415.543224253186 |
| 2021-12-01 | 415.800011571397 |
| 2022-01-01 | 415.551220881192 |
| 2022-02-01 | 417.774031582430 |
| 2022-03-01 | 417.872773108164 |
| 2022-04-01 | 420.168367145249 |
| 2022-05-01 | 422.376669083081 |
| 2022-06-01 | 423.576832494881 |
| 2022-07-01 | 427.146907822766 |
| 2022-08-01 | 429.094156095672 |
| 2022-09-01 | 433.747298088394 |
| 2022-10-01 | 433.468858538242 |
| 2022-11-01 | 434.914009732743 |
| 2022-12-01 | 436.947859202538 |
| 2023-01-01 | 439.704072085748 |
| 2023-02-01 | 440.532312420516 |
| 2023-03-01 | 442.779310899438 |
| 2023-04-01 | 445.643527439478 |
| 2023-05-01 | 446.963108372152 |
| 2023-06-01 | 449.533316173911 |
| 2023-07-01 | 450.659376550449 |
| 2023-08-01 | 452.113620217993 |
| 2023-09-01 | 454.194438947066 |
| 2023-10-01 | 454.817219938867 |
| 2023-11-01 | 455.988543017831 |
| 2023-12-01 | 457.233942585646 |
| 2024-01-01 | 457.486846640745 |
| 2024-02-01 | 458.993265628412 |
| 2024-03-01 | 460.419270335342 |
| 2024-04-01 | 461.560452776294 |
| 2024-05-01 | 462.444816104502 |
| 2024-06-01 | 463.225751141254 |
| 2024-07-01 | 465.397903633485 |
| 2024-08-01 | 466.870520060764 |
| 2024-09-01 | 467.544656814635 |
| 2024-10-01 | 466.660332709506 |
| 2024-11-01 | 468.328707461225 |
| 2024-12-01 | 469.231133198652 |
| 2025-01-01 | 471.444473976787 |
| 2025-02-01 | 472.658796232678 |
| 2025-03-01 | 473.022759123583 |
| 2025-04-01 | 473.031865834685 |
| 2025-05-01 | 474.123932611565 |
| 2025-06-01 | 474.108186531844 |
| 2025-07-01 | 473.125867652476 |
| 2025-08-01 | 473.918490104488 |
| 2025-09-01 | 473.766577393484 |
| 2025-10-01 | 474.541112087985 |
| 2025-11-01 | 476.078927536583 |
| 2025-12-01 | 477.479814290050 |
| 2026-01-01 | 481.288113046447 |
| 2026-02-01 | 479.544042142888 |
| 2026-03-01 | 481.106834781448 |
| 2026-04-01 | 481.801531956942 |