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 2026-05-01 |
| Last Updated | 2026-06-24 9:56 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 | 181.999270182127 |
| 1990-02-01 | 182.632264801137 |
| 1990-03-01 | 183.163895421092 |
| 1990-04-01 | 182.669411373081 |
| 1990-05-01 | 183.309061985462 |
| 1990-06-01 | 185.395364940387 |
| 1990-07-01 | 184.920835715637 |
| 1990-08-01 | 186.592571881417 |
| 1990-09-01 | 187.577133643920 |
| 1990-10-01 | 188.111874056948 |
| 1990-11-01 | 188.602829774696 |
| 1990-12-01 | 189.336828324925 |
| 1991-01-01 | 189.624409747638 |
| 1991-02-01 | 190.298615499158 |
| 1991-03-01 | 191.289060913078 |
| 1991-04-01 | 192.764027126028 |
| 1991-05-01 | 193.360444312298 |
| 1991-06-01 | 194.457469867094 |
| 1991-07-01 | 195.992509652827 |
| 1991-08-01 | 196.489618944728 |
| 1991-09-01 | 197.735109710772 |
| 1991-10-01 | 198.393100433399 |
| 1991-11-01 | 199.477710119481 |
| 1991-12-01 | 199.777512659035 |
| 1992-01-01 | 204.047564643454 |
| 1992-02-01 | 204.536380077690 |
| 1992-03-01 | 204.982307637106 |
| 1992-04-01 | 207.147927417816 |
| 1992-05-01 | 206.378041561562 |
| 1992-06-01 | 205.900553710214 |
| 1992-07-01 | 205.769694907219 |
| 1992-08-01 | 205.695179638313 |
| 1992-09-01 | 205.169530978424 |
| 1992-10-01 | 206.471173869633 |
| 1992-11-01 | 207.364476295989 |
| 1992-12-01 | 208.668208425442 |
| 1993-01-01 | 209.607195477761 |
| 1993-02-01 | 210.168827868569 |
| 1993-03-01 | 210.526618925232 |
| 1993-04-01 | 211.549069494615 |
| 1993-05-01 | 212.106079871095 |
| 1993-06-01 | 212.800810935741 |
| 1993-07-01 | 215.784062407323 |
| 1993-08-01 | 216.296364749823 |
| 1993-09-01 | 216.975237677192 |
| 1993-10-01 | 218.592159347495 |
| 1993-11-01 | 219.187648097749 |
| 1993-12-01 | 219.647526002718 |
| 1994-01-01 | 219.773404493006 |
| 1994-02-01 | 220.495405925916 |
| 1994-03-01 | 221.430640843542 |
| 1994-04-01 | 221.506023059585 |
| 1994-05-01 | 222.827021383952 |
| 1994-06-01 | 223.888597417915 |
| 1994-07-01 | 224.775379527309 |
| 1994-08-01 | 225.759708716987 |
| 1994-09-01 | 227.211296682124 |
| 1994-10-01 | 225.235174385488 |
| 1994-11-01 | 226.643130629478 |
| 1994-12-01 | 227.677166703294 |
| 1995-01-01 | 229.085419096063 |
| 1995-02-01 | 230.432880373499 |
| 1995-03-01 | 231.505275519155 |
| 1995-04-01 | 232.090958434341 |
| 1995-05-01 | 232.668714916773 |
| 1995-06-01 | 234.055061851266 |
| 1995-07-01 | 233.113422610420 |
| 1995-08-01 | 233.677238243853 |
| 1995-09-01 | 235.355017194039 |
| 1995-10-01 | 236.849000105575 |
| 1995-11-01 | 238.055087340567 |
| 1995-12-01 | 238.366080070842 |
| 1996-01-01 | 237.607279092626 |
| 1996-02-01 | 239.273586079071 |
| 1996-03-01 | 239.697780810825 |
| 1996-04-01 | 236.736195046458 |
| 1996-05-01 | 237.694893706276 |
| 1996-06-01 | 238.585598212696 |
| 1996-07-01 | 238.749087649807 |
| 1996-08-01 | 239.391114139014 |
| 1996-09-01 | 239.880457644190 |
| 1996-10-01 | 240.165961774092 |
| 1996-11-01 | 241.165973385389 |
| 1996-12-01 | 241.065787679545 |
| 1997-01-01 | 242.951723393875 |
| 1997-02-01 | 243.305265638836 |
| 1997-03-01 | 244.322235613790 |
| 1997-04-01 | 245.906808621380 |
| 1997-05-01 | 246.655921048604 |
| 1997-06-01 | 247.218984674174 |
| 1997-07-01 | 248.494361704823 |
| 1997-08-01 | 249.839809463907 |
| 1997-09-01 | 250.651427696296 |
| 1997-10-01 | 250.993230309680 |
| 1997-11-01 | 251.238831551386 |
| 1997-12-01 | 251.606573343803 |
| 1998-01-01 | 253.025850916548 |
| 1998-02-01 | 253.799653481669 |
| 1998-03-01 | 254.741375524003 |
| 1998-04-01 | 250.497004040808 |
| 1998-05-01 | 250.801885076722 |
| 1998-06-01 | 251.268219409284 |
| 1998-07-01 | 251.637801344773 |
| 1998-08-01 | 251.467873227304 |
| 1998-09-01 | 252.027373746845 |
| 1998-10-01 | 251.918580296577 |
| 1998-11-01 | 252.256071627103 |
| 1998-12-01 | 252.639878772490 |
| 1999-01-01 | 253.013537067608 |
| 1999-02-01 | 253.353956780129 |
| 1999-03-01 | 254.437120466902 |
| 1999-04-01 | 253.236430920673 |
| 1999-05-01 | 253.389424641602 |
| 1999-06-01 | 254.555902943230 |
| 1999-07-01 | 253.789590231402 |
| 1999-08-01 | 254.636927156142 |
| 1999-09-01 | 253.696128910735 |
| 1999-10-01 | 253.158523086142 |
| 1999-11-01 | 254.300845687066 |
| 1999-12-01 | 255.161751464710 |
| 2000-01-01 | 255.218953883189 |
| 2000-02-01 | 255.931510184234 |
| 2000-03-01 | 256.182144642340 |
| 2000-04-01 | 255.339132743196 |
| 2000-05-01 | 255.633647719278 |
| 2000-06-01 | 256.678278245828 |
| 2000-07-01 | 257.352569767780 |
| 2000-08-01 | 257.929542465457 |
| 2000-09-01 | 258.130496236751 |
| 2000-10-01 | 258.796843681653 |
| 2000-11-01 | 259.592338209968 |
| 2000-12-01 | 260.188339076971 |
| 2001-01-01 | 257.124512697757 |
| 2001-02-01 | 258.072615107455 |
| 2001-03-01 | 258.828243054829 |
| 2001-04-01 | 260.472172865580 |
| 2001-05-01 | 262.198051504493 |
| 2001-06-01 | 263.197790806158 |
| 2001-07-01 | 264.795672457837 |
| 2001-08-01 | 265.635194656882 |
| 2001-09-01 | 266.954375584627 |
| 2001-10-01 | 267.772112081502 |
| 2001-11-01 | 269.043586499502 |
| 2001-12-01 | 270.145525777475 |
| 2002-01-01 | 270.379889258674 |
| 2002-02-01 | 271.077640979853 |
| 2002-03-01 | 272.754333365342 |
| 2002-04-01 | 272.709626621419 |
| 2002-05-01 | 273.240348656821 |
| 2002-06-01 | 274.041870978929 |
| 2002-07-01 | 273.438046902026 |
| 2002-08-01 | 275.228659480383 |
| 2002-09-01 | 276.518553032733 |
| 2002-10-01 | 277.678878496514 |
| 2002-11-01 | 278.662600522098 |
| 2002-12-01 | 279.066836032303 |
| 2003-01-01 | 280.153388827240 |
| 2003-02-01 | 280.985460510345 |
| 2003-03-01 | 281.719506105865 |
| 2003-04-01 | 282.301879481223 |
| 2003-05-01 | 282.621530904878 |
| 2003-06-01 | 283.583447350003 |
| 2003-07-01 | 283.431522612622 |
| 2003-08-01 | 284.426861203435 |
| 2003-09-01 | 285.743598488468 |
| 2003-10-01 | 288.046429725382 |
| 2003-11-01 | 286.706683318897 |
| 2003-12-01 | 287.870362435308 |
| 2004-01-01 | 289.414784832778 |
| 2004-02-01 | 290.479421322149 |
| 2004-03-01 | 290.458259384945 |
| 2004-04-01 | 292.714984412494 |
| 2004-05-01 | 293.260036541118 |
| 2004-06-01 | 293.159948376504 |
| 2004-07-01 | 293.935216887965 |
| 2004-08-01 | 294.174883106215 |
| 2004-09-01 | 292.424203959457 |
| 2004-10-01 | 296.825118483542 |
| 2004-11-01 | 298.001280452874 |
| 2004-12-01 | 297.463741090686 |
| 2005-01-01 | 296.442742186329 |
| 2005-02-01 | 298.207478814846 |
| 2005-03-01 | 297.769714981501 |
| 2005-04-01 | 301.349440546565 |
| 2005-05-01 | 300.705374118585 |
| 2005-06-01 | 300.111085244698 |
| 2005-07-01 | 303.470033492795 |
| 2005-08-01 | 304.488763253823 |
| 2005-09-01 | 304.570751188982 |
| 2005-10-01 | 303.535306663312 |
| 2005-11-01 | 303.326523722327 |
| 2005-12-01 | 303.773612979426 |
| 2006-01-01 | 302.973849294797 |
| 2006-02-01 | 303.577799986389 |
| 2006-03-01 | 305.011894654948 |
| 2006-04-01 | 305.320671727525 |
| 2006-05-01 | 306.452691088528 |
| 2006-06-01 | 307.150107934472 |
| 2006-07-01 | 308.714271122347 |
| 2006-08-01 | 309.831568305677 |
| 2006-09-01 | 310.018249369277 |
| 2006-10-01 | 310.748524040300 |
| 2006-11-01 | 311.957121148334 |
| 2006-12-01 | 312.918526900285 |
| 2007-01-01 | 314.282113702078 |
| 2007-02-01 | 315.281984501609 |
| 2007-03-01 | 315.719678706621 |
| 2007-04-01 | 316.461921173177 |
| 2007-05-01 | 317.381211846725 |
| 2007-06-01 | 318.489492632187 |
| 2007-07-01 | 319.031511815753 |
| 2007-08-01 | 319.923944834206 |
| 2007-09-01 | 321.099733575267 |
| 2007-10-01 | 321.471231074389 |
| 2007-11-01 | 322.362207565914 |
| 2007-12-01 | 323.801996989204 |
| 2008-01-01 | 324.751728738446 |
| 2008-02-01 | 325.846118015523 |
| 2008-03-01 | 326.751818522134 |
| 2008-04-01 | 325.453019672109 |
| 2008-05-01 | 326.212977781351 |
| 2008-06-01 | 326.549517009826 |
| 2008-07-01 | 325.827908626907 |
| 2008-08-01 | 326.472925212489 |
| 2008-09-01 | 326.262387931303 |
| 2008-10-01 | 326.551450447228 |
| 2008-11-01 | 327.091913565869 |
| 2008-12-01 | 327.354611647739 |
| 2009-01-01 | 327.338084894702 |
| 2009-02-01 | 326.686435869877 |
| 2009-03-01 | 327.446613738539 |
| 2009-04-01 | 328.373580035114 |
| 2009-05-01 | 329.600801403876 |
| 2009-06-01 | 330.274739818318 |
| 2009-07-01 | 331.697416657863 |
| 2009-08-01 | 331.841560695159 |
| 2009-09-01 | 332.591940544392 |
| 2009-10-01 | 334.678015500002 |
| 2009-11-01 | 334.797054529383 |
| 2009-12-01 | 334.416071573985 |
| 2010-01-01 | 334.351053939948 |
| 2010-02-01 | 334.003086762664 |
| 2010-03-01 | 334.058807493648 |
| 2010-04-01 | 334.225900373519 |
| 2010-05-01 | 335.016962081589 |
| 2010-06-01 | 335.657138800104 |
| 2010-07-01 | 337.459510571510 |
| 2010-08-01 | 335.910506160628 |
| 2010-09-01 | 335.692652327609 |
| 2010-10-01 | 337.154503678756 |
| 2010-11-01 | 337.704793172231 |
| 2010-12-01 | 338.170161018212 |
| 2011-01-01 | 340.246390715979 |
| 2011-02-01 | 340.351078695701 |
| 2011-03-01 | 340.450443191542 |
| 2011-04-01 | 342.759424919797 |
| 2011-05-01 | 341.689672872735 |
| 2011-06-01 | 341.078086400395 |
| 2011-07-01 | 340.944537589218 |
| 2011-08-01 | 339.625842179809 |
| 2011-09-01 | 341.083404140980 |
| 2011-10-01 | 340.961640027098 |
| 2011-11-01 | 341.204123494555 |
| 2011-12-01 | 341.331410537545 |
| 2012-01-01 | 340.735163566751 |
| 2012-02-01 | 341.095966168066 |
| 2012-03-01 | 342.570366028807 |
| 2012-04-01 | 339.770507692547 |
| 2012-05-01 | 339.198447119859 |
| 2012-06-01 | 339.397631210699 |
| 2012-07-01 | 339.338124823788 |
| 2012-08-01 | 340.184532756620 |
| 2012-09-01 | 340.730110473279 |
| 2012-10-01 | 340.786618539673 |
| 2012-11-01 | 340.972581351925 |
| 2012-12-01 | 340.552819779973 |
| 2013-01-01 | 341.539364322229 |
| 2013-02-01 | 342.445093435549 |
| 2013-03-01 | 343.489327706590 |
| 2013-04-01 | 344.168678772786 |
| 2013-05-01 | 344.198616177007 |
| 2013-06-01 | 345.070949840119 |
| 2013-07-01 | 344.572415356044 |
| 2013-08-01 | 345.437570188694 |
| 2013-09-01 | 345.478256319066 |
| 2013-10-01 | 345.665001579628 |
| 2013-11-01 | 346.611449286405 |
| 2013-12-01 | 347.769803845131 |
| 2014-01-01 | 348.471325583964 |
| 2014-02-01 | 349.290818090108 |
| 2014-03-01 | 349.783911334887 |
| 2014-04-01 | 351.029611245393 |
| 2014-05-01 | 351.715614181125 |
| 2014-06-01 | 352.863887452533 |
| 2014-07-01 | 354.285979375842 |
| 2014-08-01 | 356.285112835907 |
| 2014-09-01 | 357.238871234682 |
| 2014-10-01 | 357.687857060763 |
| 2014-11-01 | 358.160927205299 |
| 2014-12-01 | 359.269399214227 |
| 2015-01-01 | 359.941640864492 |
| 2015-02-01 | 360.410097288891 |
| 2015-03-01 | 361.530413504466 |
| 2015-04-01 | 362.018179351204 |
| 2015-05-01 | 364.135680412687 |
| 2015-06-01 | 365.277114179112 |
| 2015-07-01 | 366.516190056665 |
| 2015-08-01 | 366.083719631145 |
| 2015-09-01 | 367.751357148007 |
| 2015-10-01 | 369.884078667125 |
| 2015-11-01 | 371.171267422916 |
| 2015-12-01 | 371.479111606304 |
| 2016-01-01 | 373.103627927953 |
| 2016-02-01 | 373.221302580701 |
| 2016-03-01 | 373.949202481608 |
| 2016-04-01 | 376.693881090254 |
| 2016-05-01 | 377.017418708458 |
| 2016-06-01 | 377.986885579463 |
| 2016-07-01 | 381.120441252837 |
| 2016-08-01 | 380.576347228085 |
| 2016-09-01 | 382.884760704426 |
| 2016-10-01 | 382.716294141406 |
| 2016-11-01 | 383.133577817182 |
| 2016-12-01 | 385.382923698058 |
| 2017-01-01 | 386.011081960106 |
| 2017-02-01 | 387.240816466154 |
| 2017-03-01 | 388.615352752231 |
| 2017-04-01 | 389.143440744914 |
| 2017-05-01 | 391.373118113170 |
| 2017-06-01 | 392.265826683169 |
| 2017-07-01 | 392.322897150452 |
| 2017-08-01 | 392.549134727136 |
| 2017-09-01 | 387.190207116397 |
| 2017-10-01 | 392.836539817887 |
| 2017-11-01 | 393.365233409277 |
| 2017-12-01 | 394.639857374282 |
| 2018-01-01 | 394.108520543572 |
| 2018-02-01 | 395.325964974670 |
| 2018-03-01 | 396.598261863444 |
| 2018-04-01 | 395.856355726296 |
| 2018-05-01 | 396.265328712847 |
| 2018-06-01 | 397.323478037349 |
| 2018-07-01 | 399.280864291591 |
| 2018-08-01 | 401.383693938135 |
| 2018-09-01 | 402.202117540175 |
| 2018-10-01 | 401.936345924393 |
| 2018-11-01 | 402.676100979516 |
| 2018-12-01 | 403.254654712789 |
| 2019-01-01 | 405.162569371138 |
| 2019-02-01 | 406.076389166810 |
| 2019-03-01 | 406.911129102870 |
| 2019-04-01 | 408.652873389237 |
| 2019-05-01 | 409.001975708285 |
| 2019-06-01 | 408.819993410144 |
| 2019-07-01 | 410.468292378452 |
| 2019-08-01 | 411.605020943146 |
| 2019-09-01 | 411.035901756415 |
| 2019-10-01 | 413.138288833767 |
| 2019-11-01 | 414.611024704193 |
| 2019-12-01 | 415.003073919705 |
| 2020-01-01 | 416.614477989204 |
| 2020-02-01 | 418.208485306437 |
| 2020-03-01 | 416.123215799596 |
| 2020-04-01 | 369.075560269617 |
| 2020-05-01 | 382.327885236017 |
| 2020-06-01 | 392.925656518926 |
| 2020-07-01 | 390.912224274140 |
| 2020-08-01 | 390.807346411068 |
| 2020-09-01 | 393.786395390027 |
| 2020-10-01 | 397.636454803790 |
| 2020-11-01 | 398.723901192738 |
| 2020-12-01 | 399.669624827637 |
| 2021-01-01 | 400.437251602110 |
| 2021-02-01 | 401.717516768873 |
| 2021-03-01 | 404.461707067273 |
| 2021-04-01 | 404.667621376522 |
| 2021-05-01 | 405.340968182883 |
| 2021-06-01 | 407.278127906829 |
| 2021-07-01 | 411.377057094946 |
| 2021-08-01 | 409.532640080567 |
| 2021-09-01 | 409.703731854296 |
| 2021-10-01 | 413.665681433459 |
| 2021-11-01 | 415.548023995527 |
| 2021-12-01 | 415.791543281189 |
| 2022-01-01 | 415.539726544791 |
| 2022-02-01 | 417.757647091583 |
| 2022-03-01 | 417.856940055940 |
| 2022-04-01 | 420.161835702530 |
| 2022-05-01 | 422.384594973261 |
| 2022-06-01 | 423.587916645949 |
| 2022-07-01 | 427.162555728847 |
| 2022-08-01 | 429.105573759981 |
| 2022-09-01 | 433.773297401251 |
| 2022-10-01 | 433.477268451762 |
| 2022-11-01 | 434.917352157621 |
| 2022-12-01 | 436.930159198378 |
| 2023-01-01 | 439.679660771451 |
| 2023-02-01 | 440.493244411277 |
| 2023-03-01 | 442.741953608427 |
| 2023-04-01 | 445.618702907897 |
| 2023-05-01 | 447.008694100954 |
| 2023-06-01 | 449.568723851126 |
| 2023-07-01 | 450.689993961140 |
| 2023-08-01 | 452.141492516820 |
| 2023-09-01 | 454.226336981278 |
| 2023-10-01 | 454.826339165161 |
| 2023-11-01 | 455.988484193576 |
| 2023-12-01 | 457.203900294637 |
| 2024-01-01 | 457.441737246642 |
| 2024-02-01 | 458.929144156571 |
| 2024-03-01 | 460.356513923965 |
| 2024-04-01 | 461.527514422897 |
| 2024-05-01 | 462.508084415330 |
| 2024-06-01 | 463.292801068154 |
| 2024-07-01 | 465.447451334689 |
| 2024-08-01 | 466.919738954416 |
| 2024-09-01 | 467.582438832229 |
| 2024-10-01 | 466.670724643197 |
| 2024-11-01 | 468.327937079300 |
| 2024-12-01 | 469.189076789940 |
| 2025-01-01 | 471.378952209633 |
| 2025-02-01 | 472.570749361671 |
| 2025-03-01 | 472.932180980947 |
| 2025-04-01 | 472.989809077410 |
| 2025-05-01 | 474.197745921342 |
| 2025-06-01 | 474.208452124581 |
| 2025-07-01 | 473.191943959282 |
| 2025-08-01 | 473.988775404969 |
| 2025-09-01 | 473.808849093680 |
| 2025-10-01 | 474.551695763799 |
| 2025-11-01 | 476.079304236158 |
| 2025-12-01 | 477.430208678546 |
| 2026-01-01 | 481.205648269484 |
| 2026-02-01 | 479.443477858156 |
| 2026-03-01 | 481.001209232206 |
| 2026-04-01 | 481.372932379428 |
| 2026-05-01 | 481.463070500675 |