Table Data - All Employees: Education and Health Services: Private Education and Health Services in Miami-Miami Beach-Kendall, FL (MD)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Miami-Miami Beach-Kendall, FL (MD) |
|---|---|
| Series ID | SMU12331246500000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 11:07 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 | 91.6867303377 |
| 1990-02-01 | 91.6573950445 |
| 1990-03-01 | 91.9714936969 |
| 1990-04-01 | 90.6078822586 |
| 1990-05-01 | 90.9946227999 |
| 1990-06-01 | 92.1338782797 |
| 1990-07-01 | 92.4130955747 |
| 1990-08-01 | 93.7810393413 |
| 1990-09-01 | 93.4659131239 |
| 1990-10-01 | 93.5408509839 |
| 1990-11-01 | 93.6947772585 |
| 1990-12-01 | 93.9699822658 |
| 1991-01-01 | 93.9023189506 |
| 1991-02-01 | 94.4340795569 |
| 1991-03-01 | 94.8545466065 |
| 1991-04-01 | 95.2109411866 |
| 1991-05-01 | 95.7663795534 |
| 1991-06-01 | 96.1380754511 |
| 1991-07-01 | 98.2984725376 |
| 1991-08-01 | 98.4233420962 |
| 1991-09-01 | 98.6365982688 |
| 1991-10-01 | 98.8460094656 |
| 1991-11-01 | 99.5722513543 |
| 1991-12-01 | 99.2465871607 |
| 1992-01-01 | 104.1768222162 |
| 1992-02-01 | 103.7072709941 |
| 1992-03-01 | 103.8142809528 |
| 1992-04-01 | 106.1898153576 |
| 1992-05-01 | 104.5894470286 |
| 1992-06-01 | 103.6363617510 |
| 1992-07-01 | 103.8609103810 |
| 1992-08-01 | 103.4432312249 |
| 1992-09-01 | 101.3950108333 |
| 1992-10-01 | 102.0645346973 |
| 1992-11-01 | 101.8739598162 |
| 1992-12-01 | 102.7899420425 |
| 1993-01-01 | 103.1643397239 |
| 1993-02-01 | 103.4790915099 |
| 1993-03-01 | 104.1569014920 |
| 1993-04-01 | 104.5664381270 |
| 1993-05-01 | 104.4281504137 |
| 1993-06-01 | 104.7119562871 |
| 1993-07-01 | 107.6907915495 |
| 1993-08-01 | 108.2223413382 |
| 1993-09-01 | 107.9998752262 |
| 1993-10-01 | 109.3066917030 |
| 1993-11-01 | 109.7020185851 |
| 1993-12-01 | 109.9382602360 |
| 1994-01-01 | 109.8320567184 |
| 1994-02-01 | 110.2626081446 |
| 1994-03-01 | 110.6421813443 |
| 1994-04-01 | 109.6971032744 |
| 1994-05-01 | 110.1169290987 |
| 1994-06-01 | 110.2194773206 |
| 1994-07-01 | 110.8474425319 |
| 1994-08-01 | 111.2483462754 |
| 1994-09-01 | 111.3863828697 |
| 1994-10-01 | 111.0920078388 |
| 1994-11-01 | 111.2812830737 |
| 1994-12-01 | 111.5501768805 |
| 1995-01-01 | 112.6733550449 |
| 1995-02-01 | 112.5456848460 |
| 1995-03-01 | 112.7091603233 |
| 1995-04-01 | 113.3758383871 |
| 1995-05-01 | 113.6345163676 |
| 1995-06-01 | 114.1224957467 |
| 1995-07-01 | 114.4977107619 |
| 1995-08-01 | 114.7779275261 |
| 1995-09-01 | 114.8409926284 |
| 1995-10-01 | 115.5926416100 |
| 1995-11-01 | 115.9856923647 |
| 1995-12-01 | 115.7154110839 |
| 1996-01-01 | 115.7062109447 |
| 1996-02-01 | 116.1535522830 |
| 1996-03-01 | 116.1066085803 |
| 1996-04-01 | 114.2492034997 |
| 1996-05-01 | 115.0163854212 |
| 1996-06-01 | 115.2522867652 |
| 1996-07-01 | 115.0131425683 |
| 1996-08-01 | 115.0917676041 |
| 1996-09-01 | 115.5761970488 |
| 1996-10-01 | 115.0553963894 |
| 1996-11-01 | 115.3412847193 |
| 1996-12-01 | 115.3283311094 |
| 1997-01-01 | 117.7370433428 |
| 1997-02-01 | 117.8590348167 |
| 1997-03-01 | 118.5139386517 |
| 1997-04-01 | 119.1218552562 |
| 1997-05-01 | 119.2456737883 |
| 1997-06-01 | 119.3244938269 |
| 1997-07-01 | 118.7406149588 |
| 1997-08-01 | 119.3094152691 |
| 1997-09-01 | 120.0456585468 |
| 1997-10-01 | 119.2423920058 |
| 1997-11-01 | 119.1359303699 |
| 1997-12-01 | 119.1073869403 |
| 1998-01-01 | 120.5923323298 |
| 1998-02-01 | 120.4764933018 |
| 1998-03-01 | 121.0442114598 |
| 1998-04-01 | 120.4594635577 |
| 1998-05-01 | 120.5705531598 |
| 1998-06-01 | 120.4702926554 |
| 1998-07-01 | 121.3829159037 |
| 1998-08-01 | 121.1094768860 |
| 1998-09-01 | 121.3903822070 |
| 1998-10-01 | 121.1475452047 |
| 1998-11-01 | 120.9585393328 |
| 1998-12-01 | 120.9937870091 |
| 1999-01-01 | 121.3549509939 |
| 1999-02-01 | 121.1723632440 |
| 1999-03-01 | 121.3443422350 |
| 1999-04-01 | 120.4981445523 |
| 1999-05-01 | 120.5341056046 |
| 1999-06-01 | 121.2177201442 |
| 1999-07-01 | 120.2634896006 |
| 1999-08-01 | 120.4175329539 |
| 1999-09-01 | 120.1141434306 |
| 1999-10-01 | 120.1897584409 |
| 1999-11-01 | 120.4337853375 |
| 1999-12-01 | 120.5193196161 |
| 2000-01-01 | 119.9816431607 |
| 2000-02-01 | 120.2722075792 |
| 2000-03-01 | 119.8141642489 |
| 2000-04-01 | 120.1959481104 |
| 2000-05-01 | 119.9829290829 |
| 2000-06-01 | 120.8976294854 |
| 2000-07-01 | 121.0226586913 |
| 2000-08-01 | 120.8465797204 |
| 2000-09-01 | 120.7069116315 |
| 2000-10-01 | 121.1790348126 |
| 2000-11-01 | 121.2973128375 |
| 2000-12-01 | 121.5745908339 |
| 2001-01-01 | 120.6280676513 |
| 2001-02-01 | 121.0421852672 |
| 2001-03-01 | 121.3354315206 |
| 2001-04-01 | 121.9530834159 |
| 2001-05-01 | 122.5715802235 |
| 2001-06-01 | 123.0808518190 |
| 2001-07-01 | 124.5391374055 |
| 2001-08-01 | 123.6261176191 |
| 2001-09-01 | 123.3342344180 |
| 2001-10-01 | 123.4347122894 |
| 2001-11-01 | 123.7724556574 |
| 2001-12-01 | 124.2085276356 |
| 2002-01-01 | 123.8707805957 |
| 2002-02-01 | 123.8456618266 |
| 2002-03-01 | 124.2931032943 |
| 2002-04-01 | 124.3728073426 |
| 2002-05-01 | 124.5942019545 |
| 2002-06-01 | 124.4457346934 |
| 2002-07-01 | 124.8100704001 |
| 2002-08-01 | 125.4329594371 |
| 2002-09-01 | 126.5297156359 |
| 2002-10-01 | 127.2188123804 |
| 2002-11-01 | 128.0094509071 |
| 2002-12-01 | 128.2881109800 |
| 2003-01-01 | 129.2108797548 |
| 2003-02-01 | 129.4732940198 |
| 2003-03-01 | 129.9483679819 |
| 2003-04-01 | 129.9724515687 |
| 2003-05-01 | 129.8611137730 |
| 2003-06-01 | 130.0165176116 |
| 2003-07-01 | 129.9789496603 |
| 2003-08-01 | 130.0266502797 |
| 2003-09-01 | 131.0282258901 |
| 2003-10-01 | 131.5628604031 |
| 2003-11-01 | 130.8875242048 |
| 2003-12-01 | 131.5499893237 |
| 2004-01-01 | 132.3841437331 |
| 2004-02-01 | 133.4362003402 |
| 2004-03-01 | 133.5005700185 |
| 2004-04-01 | 133.9114973402 |
| 2004-05-01 | 134.1079247427 |
| 2004-06-01 | 134.2237222124 |
| 2004-07-01 | 134.3771806458 |
| 2004-08-01 | 134.6469751050 |
| 2004-09-01 | 134.2543387081 |
| 2004-10-01 | 135.8113482451 |
| 2004-11-01 | 136.2944533968 |
| 2004-12-01 | 135.7088468738 |
| 2005-01-01 | 134.6594789894 |
| 2005-02-01 | 135.3916258848 |
| 2005-03-01 | 135.4321752104 |
| 2005-04-01 | 137.1820772995 |
| 2005-05-01 | 136.5340052382 |
| 2005-06-01 | 136.0499375114 |
| 2005-07-01 | 137.7355965399 |
| 2005-08-01 | 138.2333373209 |
| 2005-09-01 | 138.4416655831 |
| 2005-10-01 | 138.7594311778 |
| 2005-11-01 | 138.9049181994 |
| 2005-12-01 | 138.8735277294 |
| 2006-01-01 | 138.6095666905 |
| 2006-02-01 | 139.3684682436 |
| 2006-03-01 | 139.9124233577 |
| 2006-04-01 | 140.8847666790 |
| 2006-05-01 | 141.3383999984 |
| 2006-06-01 | 141.8311129512 |
| 2006-07-01 | 142.7200908602 |
| 2006-08-01 | 143.3514653313 |
| 2006-09-01 | 143.0790146512 |
| 2006-10-01 | 143.4761028897 |
| 2006-11-01 | 144.2771369192 |
| 2006-12-01 | 145.2014398910 |
| 2007-01-01 | 146.0785471406 |
| 2007-02-01 | 146.4134863867 |
| 2007-03-01 | 146.8096153318 |
| 2007-04-01 | 147.1652721652 |
| 2007-05-01 | 147.6138278857 |
| 2007-06-01 | 148.1768771254 |
| 2007-07-01 | 148.9866837739 |
| 2007-08-01 | 149.4704985596 |
| 2007-09-01 | 150.3712780926 |
| 2007-10-01 | 150.2264894284 |
| 2007-11-01 | 150.5201685176 |
| 2007-12-01 | 151.3611062534 |
| 2008-01-01 | 151.7525894617 |
| 2008-02-01 | 152.3760321374 |
| 2008-03-01 | 153.1306270087 |
| 2008-04-01 | 153.0970297349 |
| 2008-05-01 | 153.8068709670 |
| 2008-06-01 | 153.8012150189 |
| 2008-07-01 | 153.7518803244 |
| 2008-08-01 | 154.6880927415 |
| 2008-09-01 | 154.6970988450 |
| 2008-10-01 | 154.5683057507 |
| 2008-11-01 | 154.8769179794 |
| 2008-12-01 | 155.1532511174 |
| 2009-01-01 | 155.6304469900 |
| 2009-02-01 | 155.2147984505 |
| 2009-03-01 | 155.5138231973 |
| 2009-04-01 | 155.4743302924 |
| 2009-05-01 | 155.9229119037 |
| 2009-06-01 | 156.4335738689 |
| 2009-07-01 | 157.1068051714 |
| 2009-08-01 | 157.3434282903 |
| 2009-09-01 | 157.8450619747 |
| 2009-10-01 | 159.1738578772 |
| 2009-11-01 | 158.9211713339 |
| 2009-12-01 | 158.5512576569 |
| 2010-01-01 | 158.2925977798 |
| 2010-02-01 | 158.1098127722 |
| 2010-03-01 | 157.9975614198 |
| 2010-04-01 | 158.3053858331 |
| 2010-05-01 | 158.6704461253 |
| 2010-06-01 | 159.2056342472 |
| 2010-07-01 | 159.6963608847 |
| 2010-08-01 | 159.1932104037 |
| 2010-09-01 | 159.0610688842 |
| 2010-10-01 | 159.6465516268 |
| 2010-11-01 | 159.9747632981 |
| 2010-12-01 | 160.3119504594 |
| 2011-01-01 | 161.6127680620 |
| 2011-02-01 | 161.5115696162 |
| 2011-03-01 | 161.8181540517 |
| 2011-04-01 | 162.3086364622 |
| 2011-05-01 | 161.9441320364 |
| 2011-06-01 | 161.7468773327 |
| 2011-07-01 | 160.8379050951 |
| 2011-08-01 | 160.5832524513 |
| 2011-09-01 | 161.2213359094 |
| 2011-10-01 | 161.3861804406 |
| 2011-11-01 | 161.4507190214 |
| 2011-12-01 | 161.4251158389 |
| 2012-01-01 | 161.3192971609 |
| 2012-02-01 | 161.6837904179 |
| 2012-03-01 | 162.4563879522 |
| 2012-04-01 | 161.2952301214 |
| 2012-05-01 | 160.9590970184 |
| 2012-06-01 | 160.8426487391 |
| 2012-07-01 | 160.0122159482 |
| 2012-08-01 | 160.8475306954 |
| 2012-09-01 | 160.8217525938 |
| 2012-10-01 | 160.7560999962 |
| 2012-11-01 | 160.9369718009 |
| 2012-12-01 | 160.6801023608 |
| 2013-01-01 | 161.1423153879 |
| 2013-02-01 | 161.5298975151 |
| 2013-03-01 | 161.7453513239 |
| 2013-04-01 | 161.7242516080 |
| 2013-05-01 | 161.8790919782 |
| 2013-06-01 | 162.2286535638 |
| 2013-07-01 | 161.3774824037 |
| 2013-08-01 | 162.0773460982 |
| 2013-09-01 | 162.1836672960 |
| 2013-10-01 | 161.8560786411 |
| 2013-11-01 | 162.0998928054 |
| 2013-12-01 | 162.6738489782 |
| 2014-01-01 | 162.8735489688 |
| 2014-02-01 | 162.9445621426 |
| 2014-03-01 | 163.1270429957 |
| 2014-04-01 | 163.8266893633 |
| 2014-05-01 | 164.0774259790 |
| 2014-06-01 | 164.6442382431 |
| 2014-07-01 | 165.4638853637 |
| 2014-08-01 | 166.6762276232 |
| 2014-09-01 | 166.9613717340 |
| 2014-10-01 | 167.0709003966 |
| 2014-11-01 | 167.3936351601 |
| 2014-12-01 | 167.7983594801 |
| 2015-01-01 | 167.9204483599 |
| 2015-02-01 | 168.1400362687 |
| 2015-03-01 | 168.9182869705 |
| 2015-04-01 | 169.0319207039 |
| 2015-05-01 | 169.9846805030 |
| 2015-06-01 | 170.5392338643 |
| 2015-07-01 | 171.1707461995 |
| 2015-08-01 | 170.8294665114 |
| 2015-09-01 | 171.7984939669 |
| 2015-10-01 | 173.0330409753 |
| 2015-11-01 | 173.4402231070 |
| 2015-12-01 | 173.6270201904 |
| 2016-01-01 | 174.4891383877 |
| 2016-02-01 | 174.6879305852 |
| 2016-03-01 | 174.8735558904 |
| 2016-04-01 | 176.1480789428 |
| 2016-05-01 | 176.1839687847 |
| 2016-06-01 | 176.3231221907 |
| 2016-07-01 | 178.2511782855 |
| 2016-08-01 | 178.2588287978 |
| 2016-09-01 | 179.4477272223 |
| 2016-10-01 | 178.8470537987 |
| 2016-11-01 | 178.8968191803 |
| 2016-12-01 | 179.7846861615 |
| 2017-01-01 | 179.7438753654 |
| 2017-02-01 | 180.0335920629 |
| 2017-03-01 | 180.9781087878 |
| 2017-04-01 | 181.3397770346 |
| 2017-05-01 | 182.6655748439 |
| 2017-06-01 | 182.7419284160 |
| 2017-07-01 | 182.6511222264 |
| 2017-08-01 | 182.7402130254 |
| 2017-09-01 | 180.5556767365 |
| 2017-10-01 | 183.4564143520 |
| 2017-11-01 | 183.5683256261 |
| 2017-12-01 | 184.2650541016 |
| 2018-01-01 | 184.4525339651 |
| 2018-02-01 | 184.9823278898 |
| 2018-03-01 | 185.5870950504 |
| 2018-04-01 | 184.7522439780 |
| 2018-05-01 | 185.0006369043 |
| 2018-06-01 | 185.2449460033 |
| 2018-07-01 | 185.9575315692 |
| 2018-08-01 | 187.6994383844 |
| 2018-09-01 | 187.6850193959 |
| 2018-10-01 | 188.0763480860 |
| 2018-11-01 | 188.4725351974 |
| 2018-12-01 | 188.9788890918 |
| 2019-01-01 | 189.9810744379 |
| 2019-02-01 | 190.6131884100 |
| 2019-03-01 | 191.2751881397 |
| 2019-04-01 | 191.7274253078 |
| 2019-05-01 | 192.0623594625 |
| 2019-06-01 | 191.2424890144 |
| 2019-07-01 | 191.8406003474 |
| 2019-08-01 | 192.7184820879 |
| 2019-09-01 | 192.3595214424 |
| 2019-10-01 | 193.4071763782 |
| 2019-11-01 | 194.0100424912 |
| 2019-12-01 | 194.0434783793 |
| 2020-01-01 | 194.7316449787 |
| 2020-02-01 | 195.4424152964 |
| 2020-03-01 | 194.8143159027 |
| 2020-04-01 | 176.1111073905 |
| 2020-05-01 | 180.8986643047 |
| 2020-06-01 | 184.7821641958 |
| 2020-07-01 | 183.1312308520 |
| 2020-08-01 | 183.2603436569 |
| 2020-09-01 | 184.6553535237 |
| 2020-10-01 | 187.3194584346 |
| 2020-11-01 | 187.6411316622 |
| 2020-12-01 | 188.0979900585 |
| 2021-01-01 | 187.9310532784 |
| 2021-02-01 | 188.7736555466 |
| 2021-03-01 | 190.3899528017 |
| 2021-04-01 | 191.1319606104 |
| 2021-05-01 | 191.8138769770 |
| 2021-06-01 | 193.1251966200 |
| 2021-07-01 | 194.6463733344 |
| 2021-08-01 | 194.5177806854 |
| 2021-09-01 | 195.8570908083 |
| 2021-10-01 | 197.8513046202 |
| 2021-11-01 | 198.0506635008 |
| 2021-12-01 | 198.2520321495 |
| 2022-01-01 | 198.9286500556 |
| 2022-02-01 | 200.1554912134 |
| 2022-03-01 | 200.4653673262 |
| 2022-04-01 | 201.2097570278 |
| 2022-05-01 | 202.4057757413 |
| 2022-06-01 | 203.1768344096 |
| 2022-07-01 | 204.1629022109 |
| 2022-08-01 | 205.3346106807 |
| 2022-09-01 | 207.5369191317 |
| 2022-10-01 | 207.5630783655 |
| 2022-11-01 | 208.1942919579 |
| 2022-12-01 | 209.1700957225 |
| 2023-01-01 | 210.3331986078 |
| 2023-02-01 | 210.1838344831 |
| 2023-03-01 | 211.5332871966 |
| 2023-04-01 | 213.3256575248 |
| 2023-05-01 | 214.4396908184 |
| 2023-06-01 | 215.2991295335 |
| 2023-07-01 | 216.0862425937 |
| 2023-08-01 | 216.7874085797 |
| 2023-09-01 | 217.5345486104 |
| 2023-10-01 | 218.4020144352 |
| 2023-11-01 | 218.8081317247 |
| 2023-12-01 | 219.3232725129 |
| 2024-01-01 | 219.0459630848 |
| 2024-02-01 | 219.9865225145 |
| 2024-03-01 | 220.9885160137 |
| 2024-04-01 | 221.3474903272 |
| 2024-05-01 | 221.4814994482 |
| 2024-06-01 | 221.3950069846 |
| 2024-07-01 | 222.2394017317 |
| 2024-08-01 | 223.3095430748 |
| 2024-09-01 | 224.0688552657 |
| 2024-10-01 | 224.5476483396 |
| 2024-11-01 | 224.8692302417 |
| 2024-12-01 | 225.3621378212 |
| 2025-01-01 | 226.6534808522 |
| 2025-02-01 | 226.8623568129 |
| 2025-03-01 | 226.9843027025 |
| 2025-04-01 | 227.4214671015 |
| 2025-05-01 | 228.2890785561 |
| 2025-06-01 | 227.5300602051 |
| 2025-07-01 | 227.0472431809 |
| 2025-08-01 | 227.8633614681 |
| 2025-09-01 | 227.7932666073 |
| 2025-10-01 | 227.6741592248 |
| 2025-11-01 | 228.1410196900 |
| 2025-12-01 | 229.2372992338 |
| 2026-01-01 | 230.5143773203 |
| 2026-02-01 | 230.7834538317 |
| 2026-03-01 | 232.2793278903 |
| 2026-04-01 | 231.6851411553 |
| 2026-05-01 | 231.9681082015 |
| 2026-06-01 | 234.8025706066 |
| 2026-07-01 | 233.6862656488 |
| 2026-08-01 | 232.5802066502 |