Table Data - All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Miami-Miami Beach-Kendall, FL (MD)
| Title | All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Miami-Miami Beach-Kendall, FL (MD) |
|---|---|
| Series ID | SMU12331246056000001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:11 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 | 4.5741550628 |
| 1990-02-01 | 4.9158923038 |
| 1990-03-01 | 5.3047536449 |
| 1990-04-01 | 4.7540270492 |
| 1990-05-01 | 4.5863310284 |
| 1990-06-01 | 5.4395711358 |
| 1990-07-01 | 6.0167392330 |
| 1990-08-01 | 6.1485849060 |
| 1990-09-01 | 6.1765622657 |
| 1990-10-01 | 5.9678002579 |
| 1990-11-01 | 6.7065213430 |
| 1990-12-01 | 6.3357630704 |
| 1991-01-01 | 5.1353122624 |
| 1991-02-01 | 5.1184775663 |
| 1991-03-01 | 4.9757549331 |
| 1991-04-01 | 5.6496452014 |
| 1991-05-01 | 6.2833501241 |
| 1991-06-01 | 6.0935798214 |
| 1991-07-01 | 7.0682638595 |
| 1991-08-01 | 7.1646353032 |
| 1991-09-01 | 6.6838289212 |
| 1991-10-01 | 6.7342432229 |
| 1991-11-01 | 6.8558669031 |
| 1991-12-01 | 7.2912771205 |
| 1992-01-01 | 8.9045817957 |
| 1992-02-01 | 9.2348700144 |
| 1992-03-01 | 9.2525197658 |
| 1992-04-01 | 9.3787881088 |
| 1992-05-01 | 9.5769223626 |
| 1992-06-01 | 10.3273509428 |
| 1992-07-01 | 9.8484842715 |
| 1992-08-01 | 10.2359504760 |
| 1992-09-01 | 11.3694537478 |
| 1992-10-01 | 12.0252121880 |
| 1992-11-01 | 11.8800649765 |
| 1992-12-01 | 12.4113916418 |
| 1993-01-01 | 13.3497882195 |
| 1993-02-01 | 13.3891280153 |
| 1993-03-01 | 13.5951751271 |
| 1993-04-01 | 14.7943402267 |
| 1993-05-01 | 14.8025248854 |
| 1993-06-01 | 14.6810793005 |
| 1993-07-01 | 14.3026520298 |
| 1993-08-01 | 13.4674540395 |
| 1993-09-01 | 14.5815968154 |
| 1993-10-01 | 14.5491481759 |
| 1993-11-01 | 14.7428763604 |
| 1993-12-01 | 14.9920351324 |
| 1994-01-01 | 15.4668037451 |
| 1994-02-01 | 16.4569833922 |
| 1994-03-01 | 15.7483050473 |
| 1994-04-01 | 15.7495401453 |
| 1994-05-01 | 15.9970011762 |
| 1994-06-01 | 16.5109975991 |
| 1994-07-01 | 16.8740503149 |
| 1994-08-01 | 16.2496556136 |
| 1994-09-01 | 17.2069561919 |
| 1994-10-01 | 20.4017826456 |
| 1994-11-01 | 20.1043516142 |
| 1994-12-01 | 20.7542226753 |
| 1995-01-01 | 23.3395068115 |
| 1995-02-01 | 22.4332190129 |
| 1995-03-01 | 22.8154314225 |
| 1995-04-01 | 23.0090568578 |
| 1995-05-01 | 22.6459054666 |
| 1995-06-01 | 23.6667081328 |
| 1995-07-01 | 24.8118624813 |
| 1995-08-01 | 25.9341102778 |
| 1995-09-01 | 25.3943363924 |
| 1995-10-01 | 26.1276538685 |
| 1995-11-01 | 28.0019555458 |
| 1995-12-01 | 27.1435246490 |
| 1996-01-01 | 27.3166920679 |
| 1996-02-01 | 28.0080957023 |
| 1996-03-01 | 28.4759523490 |
| 1996-04-01 | 28.5531577307 |
| 1996-05-01 | 29.1789311221 |
| 1996-06-01 | 29.1722678505 |
| 1996-07-01 | 30.6509494797 |
| 1996-08-01 | 31.1491349049 |
| 1996-09-01 | 31.5525560446 |
| 1996-10-01 | 32.0501717487 |
| 1996-11-01 | 32.1474514737 |
| 1996-12-01 | 31.9176848042 |
| 1997-01-01 | 31.7773627032 |
| 1997-02-01 | 32.0761286107 |
| 1997-03-01 | 33.3702282968 |
| 1997-04-01 | 32.8663892688 |
| 1997-05-01 | 33.7454372011 |
| 1997-06-01 | 34.5289736001 |
| 1997-07-01 | 35.6932125472 |
| 1997-08-01 | 35.5866603558 |
| 1997-09-01 | 36.9733200191 |
| 1997-10-01 | 36.4791397139 |
| 1997-11-01 | 36.9164746684 |
| 1997-12-01 | 37.2487334943 |
| 1998-01-01 | 34.8502160275 |
| 1998-02-01 | 35.6977814028 |
| 1998-03-01 | 35.5665082789 |
| 1998-04-01 | 37.4190455954 |
| 1998-05-01 | 37.9371718674 |
| 1998-06-01 | 38.6437296706 |
| 1998-07-01 | 37.6060176395 |
| 1998-08-01 | 38.3403712630 |
| 1998-09-01 | 38.6824916623 |
| 1998-10-01 | 38.9374375025 |
| 1998-11-01 | 39.4856886476 |
| 1998-12-01 | 40.3668575126 |
| 1999-01-01 | 40.2677319803 |
| 1999-02-01 | 41.6960778280 |
| 1999-03-01 | 42.0529480048 |
| 1999-04-01 | 44.9756639766 |
| 1999-05-01 | 44.9574304561 |
| 1999-06-01 | 45.1874052185 |
| 1999-07-01 | 45.3212335956 |
| 1999-08-01 | 45.7543859217 |
| 1999-09-01 | 45.8959851542 |
| 1999-10-01 | 47.6695088420 |
| 1999-11-01 | 47.9541885194 |
| 1999-12-01 | 48.9140829107 |
| 2000-01-01 | 49.3858480939 |
| 2000-02-01 | 49.2634239903 |
| 2000-03-01 | 49.9286580028 |
| 2000-04-01 | 51.2264826814 |
| 2000-05-01 | 51.5668940759 |
| 2000-06-01 | 52.3101537983 |
| 2000-07-01 | 53.1335317249 |
| 2000-08-01 | 54.3133462885 |
| 2000-09-01 | 55.8435857732 |
| 2000-10-01 | 55.1010032016 |
| 2000-11-01 | 57.3570351622 |
| 2000-12-01 | 57.6639406137 |
| 2001-01-01 | 60.6179998386 |
| 2001-02-01 | 60.8835910127 |
| 2001-03-01 | 61.0210658747 |
| 2001-04-01 | 59.6580653757 |
| 2001-05-01 | 60.0255522650 |
| 2001-06-01 | 61.4239766792 |
| 2001-07-01 | 62.3155355885 |
| 2001-08-01 | 63.1770018178 |
| 2001-09-01 | 63.7859618246 |
| 2001-10-01 | 63.1229109274 |
| 2001-11-01 | 63.3330152716 |
| 2001-12-01 | 62.5074845450 |
| 2002-01-01 | 64.5257494327 |
| 2002-02-01 | 64.5086037599 |
| 2002-03-01 | 64.1379137131 |
| 2002-04-01 | 63.0099133890 |
| 2002-05-01 | 63.7394389894 |
| 2002-06-01 | 63.5140847135 |
| 2002-07-01 | 61.9199436047 |
| 2002-08-01 | 61.1080370549 |
| 2002-09-01 | 59.7557020132 |
| 2002-10-01 | 58.3428494105 |
| 2002-11-01 | 57.7908677266 |
| 2002-12-01 | 57.4199757150 |
| 2003-01-01 | 56.6510543474 |
| 2003-02-01 | 57.5344716147 |
| 2003-03-01 | 58.3561962599 |
| 2003-04-01 | 56.9966138038 |
| 2003-05-01 | 56.1258438290 |
| 2003-06-01 | 55.6187760958 |
| 2003-07-01 | 55.6116750934 |
| 2003-08-01 | 55.3426928298 |
| 2003-09-01 | 55.2495522150 |
| 2003-10-01 | 57.8135687267 |
| 2003-11-01 | 58.2110779709 |
| 2003-12-01 | 58.7331766324 |
| 2004-01-01 | 58.9964694720 |
| 2004-02-01 | 58.7858969790 |
| 2004-03-01 | 59.3351197490 |
| 2004-04-01 | 61.2945591298 |
| 2004-05-01 | 61.4242259237 |
| 2004-06-01 | 62.1265748160 |
| 2004-07-01 | 64.1776795291 |
| 2004-08-01 | 63.4336689689 |
| 2004-09-01 | 62.6197686283 |
| 2004-10-01 | 65.5015301767 |
| 2004-11-01 | 65.9934398529 |
| 2004-12-01 | 66.8313764846 |
| 2005-01-01 | 66.9115683820 |
| 2005-02-01 | 67.8786001409 |
| 2005-03-01 | 67.8814836251 |
| 2005-04-01 | 69.0455484597 |
| 2005-05-01 | 69.5542555983 |
| 2005-06-01 | 69.1708466973 |
| 2005-07-01 | 70.4331334086 |
| 2005-08-01 | 71.1379426521 |
| 2005-09-01 | 71.6429878978 |
| 2005-10-01 | 71.0075289681 |
| 2005-11-01 | 71.7753838449 |
| 2005-12-01 | 71.4659428024 |
| 2006-01-01 | 72.0496080680 |
| 2006-02-01 | 71.2829163164 |
| 2006-03-01 | 72.6171493826 |
| 2006-04-01 | 71.4241569600 |
| 2006-05-01 | 72.5672924608 |
| 2006-06-01 | 73.1754186589 |
| 2006-07-01 | 73.4519719658 |
| 2006-08-01 | 73.7870018650 |
| 2006-09-01 | 73.7316408817 |
| 2006-10-01 | 73.4475017921 |
| 2006-11-01 | 72.8466159212 |
| 2006-12-01 | 73.2637153077 |
| 2007-01-01 | 72.9198248048 |
| 2007-02-01 | 72.8594245368 |
| 2007-03-01 | 72.6428912076 |
| 2007-04-01 | 70.7060998147 |
| 2007-05-01 | 70.8120306852 |
| 2007-06-01 | 70.2587885412 |
| 2007-07-01 | 68.4167412872 |
| 2007-08-01 | 67.3924350942 |
| 2007-09-01 | 67.1675011661 |
| 2007-10-01 | 66.5973076195 |
| 2007-11-01 | 65.9370919762 |
| 2007-12-01 | 65.2514718612 |
| 2008-01-01 | 64.9184136104 |
| 2008-02-01 | 64.8431429586 |
| 2008-03-01 | 64.2836575650 |
| 2008-04-01 | 64.8725611277 |
| 2008-05-01 | 64.2886936620 |
| 2008-06-01 | 63.6669925604 |
| 2008-07-01 | 62.2347316262 |
| 2008-08-01 | 62.5747401607 |
| 2008-09-01 | 61.3256730168 |
| 2008-10-01 | 60.7093849202 |
| 2008-11-01 | 60.0063355989 |
| 2008-12-01 | 59.7337772254 |
| 2009-01-01 | 57.7976023897 |
| 2009-02-01 | 57.0405015897 |
| 2009-03-01 | 54.9687490006 |
| 2009-04-01 | 55.3615175562 |
| 2009-05-01 | 55.0537319350 |
| 2009-06-01 | 55.5704795028 |
| 2009-07-01 | 55.5165542758 |
| 2009-08-01 | 55.4644944638 |
| 2009-09-01 | 55.4289972065 |
| 2009-10-01 | 55.4752971962 |
| 2009-11-01 | 55.5378237574 |
| 2009-12-01 | 55.8189549798 |
| 2010-01-01 | 56.1966036847 |
| 2010-02-01 | 56.1194165752 |
| 2010-03-01 | 56.1804264814 |
| 2010-04-01 | 55.7384017917 |
| 2010-05-01 | 54.9974933217 |
| 2010-06-01 | 55.7152389988 |
| 2010-07-01 | 56.7285530476 |
| 2010-08-01 | 56.8557993783 |
| 2010-09-01 | 56.8853922948 |
| 2010-10-01 | 57.1134528137 |
| 2010-11-01 | 57.5432644817 |
| 2010-12-01 | 57.8394144464 |
| 2011-01-01 | 58.1040760494 |
| 2011-02-01 | 58.1481127464 |
| 2011-03-01 | 57.8007718864 |
| 2011-04-01 | 59.6865889033 |
| 2011-05-01 | 59.2797958037 |
| 2011-06-01 | 59.8996763940 |
| 2011-07-01 | 59.9111307500 |
| 2011-08-01 | 59.5105673863 |
| 2011-09-01 | 60.2416861158 |
| 2011-10-01 | 59.5849222570 |
| 2011-11-01 | 59.7082948560 |
| 2011-12-01 | 60.4771978651 |
| 2012-01-01 | 60.4589400702 |
| 2012-02-01 | 61.1080513834 |
| 2012-03-01 | 62.0499682938 |
| 2012-04-01 | 62.2581356496 |
| 2012-05-01 | 62.6070396569 |
| 2012-06-01 | 62.8919006251 |
| 2012-07-01 | 63.8964928498 |
| 2012-08-01 | 64.0914761478 |
| 2012-09-01 | 64.5246210868 |
| 2012-10-01 | 65.7373153450 |
| 2012-11-01 | 66.4565886225 |
| 2012-12-01 | 66.5365814216 |
| 2013-01-01 | 67.8113200258 |
| 2013-02-01 | 68.2294235109 |
| 2013-03-01 | 68.3755588685 |
| 2013-04-01 | 68.1816765158 |
| 2013-05-01 | 68.3009130248 |
| 2013-06-01 | 68.5574091148 |
| 2013-07-01 | 68.6218614772 |
| 2013-08-01 | 68.9963699729 |
| 2013-09-01 | 68.6401584248 |
| 2013-10-01 | 68.6936141111 |
| 2013-11-01 | 68.3415664670 |
| 2013-12-01 | 68.4466650403 |
| 2014-01-01 | 68.4565369914 |
| 2014-02-01 | 69.1805100047 |
| 2014-03-01 | 69.3385501903 |
| 2014-04-01 | 70.6741187424 |
| 2014-05-01 | 71.1185968961 |
| 2014-06-01 | 70.8732246521 |
| 2014-07-01 | 71.7001543251 |
| 2014-08-01 | 72.5592267492 |
| 2014-09-01 | 73.2241762261 |
| 2014-10-01 | 74.0551564966 |
| 2014-11-01 | 74.2652462228 |
| 2014-12-01 | 74.5918317431 |
| 2015-01-01 | 74.2067908984 |
| 2015-02-01 | 74.6547628456 |
| 2015-03-01 | 75.1085568433 |
| 2015-04-01 | 74.8500571902 |
| 2015-05-01 | 75.7696616725 |
| 2015-06-01 | 75.6109314448 |
| 2015-07-01 | 75.7580088523 |
| 2015-08-01 | 75.9762565269 |
| 2015-09-01 | 77.0379031473 |
| 2015-10-01 | 77.3856328764 |
| 2015-11-01 | 78.0320450696 |
| 2015-12-01 | 79.6056413374 |
| 2016-01-01 | 79.7362933342 |
| 2016-02-01 | 79.1727479162 |
| 2016-03-01 | 79.7018961632 |
| 2016-04-01 | 80.4682752128 |
| 2016-05-01 | 80.4670674390 |
| 2016-06-01 | 80.6611432597 |
| 2016-07-01 | 81.2683595115 |
| 2016-08-01 | 82.4162173020 |
| 2016-09-01 | 82.3843126838 |
| 2016-10-01 | 83.0208271115 |
| 2016-11-01 | 83.2725018477 |
| 2016-12-01 | 82.9346296416 |
| 2017-01-01 | 83.1954359120 |
| 2017-02-01 | 82.8369751518 |
| 2017-03-01 | 82.6074206585 |
| 2017-04-01 | 82.7296701219 |
| 2017-05-01 | 83.1330019234 |
| 2017-06-01 | 83.8518342612 |
| 2017-07-01 | 84.2660127411 |
| 2017-08-01 | 82.9542541842 |
| 2017-09-01 | 80.4478519691 |
| 2017-10-01 | 82.4415344687 |
| 2017-11-01 | 83.6138289318 |
| 2017-12-01 | 85.1103022285 |
| 2018-01-01 | 84.1139864448 |
| 2018-02-01 | 84.2946549802 |
| 2018-03-01 | 84.8125931831 |
| 2018-04-01 | 85.2687181172 |
| 2018-05-01 | 85.3935651880 |
| 2018-06-01 | 85.8082635198 |
| 2018-07-01 | 84.8532298087 |
| 2018-08-01 | 84.4618537755 |
| 2018-09-01 | 83.7688356529 |
| 2018-10-01 | 83.9590491938 |
| 2018-11-01 | 83.7933031633 |
| 2018-12-01 | 82.8822753141 |
| 2019-01-01 | 82.7078412269 |
| 2019-02-01 | 83.3882260732 |
| 2019-03-01 | 83.1032401001 |
| 2019-04-01 | 82.7386308270 |
| 2019-05-01 | 82.4184337401 |
| 2019-06-01 | 82.3534359141 |
| 2019-07-01 | 82.8574166170 |
| 2019-08-01 | 82.7634395456 |
| 2019-09-01 | 82.7833700371 |
| 2019-10-01 | 82.4202615948 |
| 2019-11-01 | 82.1865636312 |
| 2019-12-01 | 83.1357759814 |
| 2020-01-01 | 83.2307587097 |
| 2020-02-01 | 83.3462730915 |
| 2020-03-01 | 81.8682581160 |
| 2020-04-01 | 66.9935370557 |
| 2020-05-01 | 69.7414808643 |
| 2020-06-01 | 72.2644145305 |
| 2020-07-01 | 72.8766060632 |
| 2020-08-01 | 73.6574667305 |
| 2020-09-01 | 74.2622789541 |
| 2020-10-01 | 74.8071230644 |
| 2020-11-01 | 75.2742226200 |
| 2020-12-01 | 76.8760012594 |
| 2021-01-01 | 75.1259740769 |
| 2021-02-01 | 75.1470603270 |
| 2021-03-01 | 75.7944600837 |
| 2021-04-01 | 77.0570460458 |
| 2021-05-01 | 77.4759661053 |
| 2021-06-01 | 77.6486424577 |
| 2021-07-01 | 78.7491340754 |
| 2021-08-01 | 79.3646206194 |
| 2021-09-01 | 80.4859657538 |
| 2021-10-01 | 82.0568035015 |
| 2021-11-01 | 82.8260424132 |
| 2021-12-01 | 84.0525011041 |
| 2022-01-01 | 85.8833694075 |
| 2022-02-01 | 86.8921295453 |
| 2022-03-01 | 87.6411913450 |
| 2022-04-01 | 87.0238523100 |
| 2022-05-01 | 87.0855374111 |
| 2022-06-01 | 87.0576222057 |
| 2022-07-01 | 86.7789981247 |
| 2022-08-01 | 86.8660631027 |
| 2022-09-01 | 87.5664507325 |
| 2022-10-01 | 87.7271824768 |
| 2022-11-01 | 88.0351269269 |
| 2022-12-01 | 87.8613024604 |
| 2023-01-01 | 86.1941636324 |
| 2023-02-01 | 86.0674843982 |
| 2023-03-01 | 85.9772150993 |
| 2023-04-01 | 84.9153252268 |
| 2023-05-01 | 85.0188104592 |
| 2023-06-01 | 84.7509702240 |
| 2023-07-01 | 85.0666693007 |
| 2023-08-01 | 84.7606332738 |
| 2023-09-01 | 84.5189213062 |
| 2023-10-01 | 84.2807010265 |
| 2023-11-01 | 83.5907462652 |
| 2023-12-01 | 83.8306158743 |
| 2024-01-01 | 84.4092458101 |
| 2024-02-01 | 84.2561682978 |
| 2024-03-01 | 84.3198177398 |
| 2024-04-01 | 85.1043983252 |
| 2024-05-01 | 85.1171705408 |
| 2024-06-01 | 85.4090838794 |
| 2024-07-01 | 85.0174363089 |
| 2024-08-01 | 85.6360131580 |
| 2024-09-01 | 85.8793981863 |
| 2024-10-01 | 86.0422628606 |
| 2024-11-01 | 86.6721598459 |
| 2024-12-01 | 86.3513204482 |
| 2025-01-01 | 87.3200526469 |
| 2025-02-01 | 86.7528794983 |
| 2025-03-01 | 86.4333066139 |
| 2025-04-01 | 86.7251679784 |
| 2025-05-01 | 86.3641749587 |
| 2025-06-01 | 86.2546159538 |
| 2025-07-01 | 86.4570182049 |
| 2025-08-01 | 86.1955109018 |
| 2025-09-01 | 85.6413543229 |
| 2025-10-01 | 85.1565437757 |
| 2025-11-01 | 84.9380528448 |
| 2025-12-01 | 85.2103169374 |
| 2026-01-01 | 84.3646149230 |
| 2026-02-01 | 85.6578703548 |
| 2026-03-01 | 87.8251290673 |
| 2026-04-01 | 87.5252459588 |
| 2026-05-01 | 87.3841336202 |
| 2026-06-01 | 85.4601397468 |
| 2026-07-01 | 83.6395080799 |
| 2026-08-01 | 83.6481763514 |
| 2026-09-01 | 84.7887142593 |