Table Data - All Employees: Service-Providing in Miami-Miami Beach-Kendall, FL (MD)
| Title | All Employees: Service-Providing in Miami-Miami Beach-Kendall, FL (MD) |
|---|---|
| Series ID | SMU12331240700000001SA |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 10:30 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 | 721.021029627407 |
| 1990-02-01 | 724.004684769531 |
| 1990-03-01 | 725.530224430821 |
| 1990-04-01 | 723.720523892963 |
| 1990-05-01 | 728.564284986026 |
| 1990-06-01 | 727.317248876376 |
| 1990-07-01 | 722.503718444826 |
| 1990-08-01 | 723.208771133334 |
| 1990-09-01 | 725.143188708310 |
| 1990-10-01 | 725.160479949162 |
| 1990-11-01 | 724.948944542028 |
| 1990-12-01 | 722.281669571561 |
| 1991-01-01 | 718.430598971186 |
| 1991-02-01 | 713.809907248570 |
| 1991-03-01 | 710.777145049841 |
| 1991-04-01 | 709.227101499847 |
| 1991-05-01 | 710.227461680033 |
| 1991-06-01 | 710.399677538493 |
| 1991-07-01 | 711.764646598058 |
| 1991-08-01 | 715.508541168319 |
| 1991-09-01 | 713.856534492190 |
| 1991-10-01 | 708.069320723559 |
| 1991-11-01 | 712.271640968927 |
| 1991-12-01 | 702.801549294227 |
| 1992-01-01 | 711.364506696388 |
| 1992-02-01 | 711.159017044614 |
| 1992-03-01 | 715.008813554401 |
| 1992-04-01 | 716.119921871428 |
| 1992-05-01 | 715.039893044655 |
| 1992-06-01 | 717.013151150678 |
| 1992-07-01 | 717.672847203676 |
| 1992-08-01 | 716.352479336476 |
| 1992-09-01 | 715.811242549094 |
| 1992-10-01 | 719.368366407016 |
| 1992-11-01 | 718.057845726409 |
| 1992-12-01 | 720.446028706532 |
| 1993-01-01 | 728.624826671940 |
| 1993-02-01 | 731.887213060834 |
| 1993-03-01 | 732.407262841261 |
| 1993-04-01 | 742.406299115954 |
| 1993-05-01 | 740.417283753298 |
| 1993-06-01 | 741.958786761048 |
| 1993-07-01 | 747.079388861389 |
| 1993-08-01 | 750.074374243023 |
| 1993-09-01 | 747.061243241420 |
| 1993-10-01 | 753.997352879755 |
| 1993-11-01 | 756.306041729489 |
| 1993-12-01 | 757.471596777095 |
| 1994-01-01 | 758.665599821867 |
| 1994-02-01 | 762.315811853567 |
| 1994-03-01 | 762.837393842690 |
| 1994-04-01 | 765.429951077171 |
| 1994-05-01 | 765.669510098813 |
| 1994-06-01 | 766.831212360534 |
| 1994-07-01 | 768.869277293058 |
| 1994-08-01 | 770.365707851915 |
| 1994-09-01 | 771.007492422804 |
| 1994-10-01 | 774.008918582544 |
| 1994-11-01 | 778.277295916098 |
| 1994-12-01 | 779.303314385316 |
| 1995-01-01 | 781.785176737127 |
| 1995-02-01 | 783.922529791604 |
| 1995-03-01 | 785.327038029840 |
| 1995-04-01 | 779.826222081068 |
| 1995-05-01 | 783.062305496543 |
| 1995-06-01 | 783.641211501018 |
| 1995-07-01 | 780.573305783099 |
| 1995-08-01 | 785.700825474211 |
| 1995-09-01 | 788.604205142128 |
| 1995-10-01 | 788.588622893583 |
| 1995-11-01 | 792.019064040147 |
| 1995-12-01 | 792.691297625908 |
| 1996-01-01 | 790.029046202669 |
| 1996-02-01 | 791.213918596995 |
| 1996-03-01 | 796.142313221892 |
| 1996-04-01 | 791.998192598224 |
| 1996-05-01 | 796.105138780732 |
| 1996-06-01 | 798.631422615719 |
| 1996-07-01 | 795.472492021446 |
| 1996-08-01 | 799.817745582927 |
| 1996-09-01 | 803.627756053584 |
| 1996-10-01 | 805.764989591314 |
| 1996-11-01 | 807.149163206609 |
| 1996-12-01 | 810.455979565223 |
| 1997-01-01 | 814.881932875291 |
| 1997-02-01 | 816.854644768682 |
| 1997-03-01 | 819.298914131078 |
| 1997-04-01 | 825.484343653854 |
| 1997-05-01 | 828.013433749651 |
| 1997-06-01 | 829.235903419294 |
| 1997-07-01 | 831.685468966497 |
| 1997-08-01 | 834.936874357655 |
| 1997-09-01 | 834.897458377329 |
| 1997-10-01 | 834.775388311045 |
| 1997-11-01 | 835.637374541200 |
| 1997-12-01 | 836.859625600064 |
| 1998-01-01 | 838.703480899688 |
| 1998-02-01 | 838.360994596594 |
| 1998-03-01 | 840.480684397895 |
| 1998-04-01 | 839.294156040893 |
| 1998-05-01 | 841.551987303179 |
| 1998-06-01 | 842.913576335578 |
| 1998-07-01 | 847.764764219836 |
| 1998-08-01 | 848.201366127459 |
| 1998-09-01 | 848.714888623461 |
| 1998-10-01 | 857.638072968455 |
| 1998-11-01 | 858.431243455624 |
| 1998-12-01 | 862.897488232191 |
| 1999-01-01 | 852.637449302794 |
| 1999-02-01 | 857.012400498189 |
| 1999-03-01 | 856.464233785038 |
| 1999-04-01 | 859.029684860034 |
| 1999-05-01 | 859.175444179355 |
| 1999-06-01 | 863.486796228238 |
| 1999-07-01 | 866.274968519094 |
| 1999-08-01 | 867.518275535768 |
| 1999-09-01 | 868.676833897864 |
| 1999-10-01 | 872.419685114291 |
| 1999-11-01 | 875.236049719730 |
| 1999-12-01 | 880.257210560810 |
| 2000-01-01 | 877.302014529830 |
| 2000-02-01 | 875.746112212210 |
| 2000-03-01 | 875.809432315056 |
| 2000-04-01 | 885.956927832554 |
| 2000-05-01 | 889.773871709636 |
| 2000-06-01 | 892.308853192326 |
| 2000-07-01 | 892.095244367949 |
| 2000-08-01 | 895.898545552246 |
| 2000-09-01 | 899.030351867644 |
| 2000-10-01 | 899.196348759144 |
| 2000-11-01 | 903.832185170951 |
| 2000-12-01 | 906.720889242955 |
| 2001-01-01 | 907.539487385080 |
| 2001-02-01 | 909.426357207732 |
| 2001-03-01 | 911.146478712105 |
| 2001-04-01 | 909.824495708642 |
| 2001-05-01 | 909.632652221324 |
| 2001-06-01 | 913.045271091560 |
| 2001-07-01 | 910.714660113190 |
| 2001-08-01 | 909.875268327683 |
| 2001-09-01 | 908.950635051391 |
| 2001-10-01 | 904.066781360107 |
| 2001-11-01 | 901.710616317095 |
| 2001-12-01 | 899.549211949525 |
| 2002-01-01 | 899.006737628627 |
| 2002-02-01 | 898.708625890694 |
| 2002-03-01 | 899.151857719120 |
| 2002-04-01 | 897.329862047991 |
| 2002-05-01 | 899.427360744686 |
| 2002-06-01 | 899.917699088794 |
| 2002-07-01 | 895.453661677581 |
| 2002-08-01 | 893.621960166512 |
| 2002-09-01 | 895.632824009103 |
| 2002-10-01 | 894.836303373875 |
| 2002-11-01 | 895.285914985233 |
| 2002-12-01 | 893.314792387268 |
| 2003-01-01 | 895.015253644557 |
| 2003-02-01 | 895.824370637511 |
| 2003-03-01 | 895.356474254636 |
| 2003-04-01 | 893.307631902469 |
| 2003-05-01 | 891.665400991432 |
| 2003-06-01 | 891.959373428678 |
| 2003-07-01 | 888.430870456658 |
| 2003-08-01 | 884.528142892985 |
| 2003-09-01 | 889.066523833431 |
| 2003-10-01 | 894.157800624233 |
| 2003-11-01 | 891.190477160496 |
| 2003-12-01 | 895.063025571695 |
| 2004-01-01 | 899.103987809409 |
| 2004-02-01 | 899.979649477989 |
| 2004-03-01 | 901.085502703948 |
| 2004-04-01 | 907.334361264869 |
| 2004-05-01 | 906.616640566894 |
| 2004-06-01 | 912.507603821314 |
| 2004-07-01 | 914.660061408364 |
| 2004-08-01 | 909.472165038054 |
| 2004-09-01 | 911.073253042006 |
| 2004-10-01 | 918.363807765900 |
| 2004-11-01 | 920.172417029820 |
| 2004-12-01 | 920.334882332444 |
| 2005-01-01 | 917.171324382521 |
| 2005-02-01 | 920.602079399447 |
| 2005-03-01 | 919.787057091491 |
| 2005-04-01 | 929.451361429690 |
| 2005-05-01 | 928.117453578439 |
| 2005-06-01 | 921.891388556975 |
| 2005-07-01 | 933.819193407861 |
| 2005-08-01 | 944.149459167501 |
| 2005-09-01 | 939.613538323000 |
| 2005-10-01 | 936.185211143648 |
| 2005-11-01 | 936.349100256788 |
| 2005-12-01 | 937.605024863382 |
| 2006-01-01 | 939.150937210398 |
| 2006-02-01 | 939.945575966851 |
| 2006-03-01 | 943.109302691908 |
| 2006-04-01 | 942.242868277531 |
| 2006-05-01 | 944.383916826173 |
| 2006-06-01 | 943.540752513292 |
| 2006-07-01 | 947.059584917684 |
| 2006-08-01 | 955.617533259950 |
| 2006-09-01 | 951.459318629039 |
| 2006-10-01 | 951.496331245069 |
| 2006-11-01 | 953.312353555687 |
| 2006-12-01 | 954.001580558567 |
| 2007-01-01 | 956.695593004282 |
| 2007-02-01 | 957.887908238518 |
| 2007-03-01 | 960.686717662335 |
| 2007-04-01 | 958.670264250348 |
| 2007-05-01 | 960.706098901009 |
| 2007-06-01 | 959.951199452930 |
| 2007-07-01 | 959.969992882571 |
| 2007-08-01 | 965.763827625639 |
| 2007-09-01 | 965.162511606100 |
| 2007-10-01 | 963.364599415742 |
| 2007-11-01 | 966.079487394474 |
| 2007-12-01 | 967.224102354835 |
| 2008-01-01 | 965.363793716216 |
| 2008-02-01 | 966.785323397239 |
| 2008-03-01 | 966.366287259190 |
| 2008-04-01 | 963.515326070104 |
| 2008-05-01 | 960.868435767547 |
| 2008-06-01 | 955.997905932855 |
| 2008-07-01 | 950.353439921902 |
| 2008-08-01 | 953.310879310383 |
| 2008-09-01 | 945.821919877780 |
| 2008-10-01 | 942.918046061485 |
| 2008-11-01 | 938.788733986883 |
| 2008-12-01 | 935.952760748352 |
| 2009-01-01 | 929.982890051262 |
| 2009-02-01 | 923.550039398913 |
| 2009-03-01 | 917.755487221964 |
| 2009-04-01 | 915.498387953560 |
| 2009-05-01 | 912.344994518975 |
| 2009-06-01 | 912.576899587008 |
| 2009-07-01 | 910.750318326197 |
| 2009-08-01 | 910.800100048176 |
| 2009-09-01 | 909.248872281273 |
| 2009-10-01 | 909.495461660232 |
| 2009-11-01 | 908.229249499841 |
| 2009-12-01 | 908.194652312979 |
| 2010-01-01 | 908.486600668426 |
| 2010-02-01 | 909.896276372631 |
| 2010-03-01 | 911.274045794402 |
| 2010-04-01 | 913.719607189192 |
| 2010-05-01 | 917.281012468224 |
| 2010-06-01 | 916.209339179006 |
| 2010-07-01 | 917.475607562659 |
| 2010-08-01 | 918.799858537709 |
| 2010-09-01 | 916.543269544722 |
| 2010-10-01 | 922.165209247642 |
| 2010-11-01 | 924.128892442815 |
| 2010-12-01 | 926.002557634461 |
| 2011-01-01 | 929.606371113991 |
| 2011-02-01 | 930.564021585100 |
| 2011-03-01 | 931.126911479810 |
| 2011-04-01 | 937.798770325059 |
| 2011-05-01 | 936.093996945523 |
| 2011-06-01 | 936.855751778193 |
| 2011-07-01 | 940.920626401880 |
| 2011-08-01 | 942.634216305699 |
| 2011-09-01 | 945.041263438425 |
| 2011-10-01 | 945.159262651323 |
| 2011-11-01 | 944.946022045695 |
| 2011-12-01 | 948.321119947697 |
| 2012-01-01 | 950.644552809623 |
| 2012-02-01 | 952.321801485523 |
| 2012-03-01 | 955.556296979871 |
| 2012-04-01 | 959.343807904032 |
| 2012-05-01 | 960.390293139880 |
| 2012-06-01 | 962.040681834035 |
| 2012-07-01 | 963.844503865162 |
| 2012-08-01 | 965.066869998469 |
| 2012-09-01 | 967.409025568473 |
| 2012-10-01 | 971.904107453403 |
| 2012-11-01 | 973.455850352654 |
| 2012-12-01 | 973.421613956015 |
| 2013-01-01 | 976.192707616634 |
| 2013-02-01 | 979.566572100181 |
| 2013-03-01 | 980.760353800018 |
| 2013-04-01 | 981.409180993927 |
| 2013-05-01 | 983.147328726040 |
| 2013-06-01 | 985.836846188022 |
| 2013-07-01 | 985.947399244988 |
| 2013-08-01 | 988.117720116864 |
| 2013-09-01 | 989.383663059316 |
| 2013-10-01 | 988.909348891620 |
| 2013-11-01 | 992.489946706749 |
| 2013-12-01 | 994.249660777056 |
| 2014-01-01 | 997.520421512141 |
| 2014-02-01 | 1000.761858390590 |
| 2014-03-01 | 1001.976089068430 |
| 2014-04-01 | 1005.335489388650 |
| 2014-05-01 | 1008.019234036150 |
| 2014-06-01 | 1010.572020964630 |
| 2014-07-01 | 1012.538086530690 |
| 2014-08-01 | 1017.170665265950 |
| 2014-09-01 | 1020.660644206670 |
| 2014-10-01 | 1024.360911351700 |
| 2014-11-01 | 1028.434314643380 |
| 2014-12-01 | 1030.706090314930 |
| 2015-01-01 | 1032.262178196750 |
| 2015-02-01 | 1032.858157254170 |
| 2015-03-01 | 1036.459956453930 |
| 2015-04-01 | 1038.504312091990 |
| 2015-05-01 | 1040.290783190960 |
| 2015-06-01 | 1042.861576858290 |
| 2015-07-01 | 1045.062755313980 |
| 2015-08-01 | 1047.160567434310 |
| 2015-09-01 | 1048.922903880260 |
| 2015-10-01 | 1053.928218776870 |
| 2015-11-01 | 1055.491453852210 |
| 2015-12-01 | 1058.848322738660 |
| 2016-01-01 | 1058.496156775870 |
| 2016-02-01 | 1060.240394990450 |
| 2016-03-01 | 1061.526853903620 |
| 2016-04-01 | 1068.492867161720 |
| 2016-05-01 | 1067.509240752930 |
| 2016-06-01 | 1067.972527064150 |
| 2016-07-01 | 1073.271397692640 |
| 2016-08-01 | 1073.362937179920 |
| 2016-09-01 | 1078.236641836280 |
| 2016-10-01 | 1075.410985913760 |
| 2016-11-01 | 1075.865681291650 |
| 2016-12-01 | 1077.389575872830 |
| 2017-01-01 | 1079.934729981120 |
| 2017-02-01 | 1080.066280569010 |
| 2017-03-01 | 1082.558098645810 |
| 2017-04-01 | 1084.235415940970 |
| 2017-05-01 | 1087.752793970860 |
| 2017-06-01 | 1089.993853336880 |
| 2017-07-01 | 1088.159041164380 |
| 2017-08-01 | 1087.023896480100 |
| 2017-09-01 | 1067.170391124380 |
| 2017-10-01 | 1085.699472618710 |
| 2017-11-01 | 1088.541528047240 |
| 2017-12-01 | 1092.685631903900 |
| 2018-01-01 | 1093.288429625240 |
| 2018-02-01 | 1097.668350829290 |
| 2018-03-01 | 1099.410786777550 |
| 2018-04-01 | 1098.928940660170 |
| 2018-05-01 | 1099.941773295910 |
| 2018-06-01 | 1102.221057760100 |
| 2018-07-01 | 1103.037215489330 |
| 2018-08-01 | 1108.448245561840 |
| 2018-09-01 | 1110.643120162150 |
| 2018-10-01 | 1111.276483901290 |
| 2018-11-01 | 1112.023425661050 |
| 2018-12-01 | 1111.444489000660 |
| 2019-01-01 | 1116.341336606120 |
| 2019-02-01 | 1118.472616702710 |
| 2019-03-01 | 1119.965755448420 |
| 2019-04-01 | 1121.120967159840 |
| 2019-05-01 | 1120.624096455400 |
| 2019-06-01 | 1121.914100736970 |
| 2019-07-01 | 1124.810280137130 |
| 2019-08-01 | 1128.038086391710 |
| 2019-09-01 | 1127.438681453760 |
| 2019-10-01 | 1130.563282329550 |
| 2019-11-01 | 1132.997782006790 |
| 2019-12-01 | 1133.921991337220 |
| 2020-01-01 | 1137.973623433940 |
| 2020-02-01 | 1138.957101437070 |
| 2020-03-01 | 1124.287966348110 |
| 2020-04-01 | 948.340374516830 |
| 2020-05-01 | 972.803157676524 |
| 2020-06-01 | 1019.062866430430 |
| 2020-07-01 | 1017.626590665780 |
| 2020-08-01 | 1009.924765022900 |
| 2020-09-01 | 1024.095152530550 |
| 2020-10-01 | 1038.178239157350 |
| 2020-11-01 | 1039.724732904700 |
| 2020-12-01 | 1046.351251348860 |
| 2021-01-01 | 1050.206543000880 |
| 2021-02-01 | 1056.721419186400 |
| 2021-03-01 | 1061.854009550430 |
| 2021-04-01 | 1067.546392805140 |
| 2021-05-01 | 1074.610307536720 |
| 2021-06-01 | 1082.616533963160 |
| 2021-07-01 | 1096.029458183780 |
| 2021-08-01 | 1099.243168630780 |
| 2021-09-01 | 1102.763463310210 |
| 2021-10-01 | 1114.778184385390 |
| 2021-11-01 | 1120.441890864660 |
| 2021-12-01 | 1125.166103067980 |
| 2022-01-01 | 1127.307737265610 |
| 2022-02-01 | 1135.690665263330 |
| 2022-03-01 | 1138.094259516920 |
| 2022-04-01 | 1146.716245791720 |
| 2022-05-01 | 1153.270223106540 |
| 2022-06-01 | 1156.036071868160 |
| 2022-07-01 | 1165.031674375050 |
| 2022-08-01 | 1168.369926617290 |
| 2022-09-01 | 1175.124496112280 |
| 2022-10-01 | 1174.802546938310 |
| 2022-11-01 | 1178.216233056570 |
| 2022-12-01 | 1180.426879592360 |
| 2023-01-01 | 1183.228256644660 |
| 2023-02-01 | 1185.055900487750 |
| 2023-03-01 | 1187.483982382560 |
| 2023-04-01 | 1192.868281777860 |
| 2023-05-01 | 1197.825697227170 |
| 2023-06-01 | 1202.002117863140 |
| 2023-07-01 | 1201.620578002360 |
| 2023-08-01 | 1203.774287184480 |
| 2023-09-01 | 1207.235457667910 |
| 2023-10-01 | 1211.396944535240 |
| 2023-11-01 | 1211.782639441230 |
| 2023-12-01 | 1215.445054897890 |
| 2024-01-01 | 1219.826999844010 |
| 2024-02-01 | 1219.511176419370 |
| 2024-03-01 | 1223.746671650430 |
| 2024-04-01 | 1224.734039688570 |
| 2024-05-01 | 1225.019321417150 |
| 2024-06-01 | 1225.237058248300 |
| 2024-07-01 | 1228.880658844750 |
| 2024-08-01 | 1231.771264001170 |
| 2024-09-01 | 1236.242194361050 |
| 2024-10-01 | 1232.709741347360 |
| 2024-11-01 | 1239.625959091880 |
| 2024-12-01 | 1240.253860349770 |
| 2025-01-01 | 1247.274007291100 |
| 2025-02-01 | 1246.613972826900 |
| 2025-03-01 | 1247.983111601800 |
| 2025-04-01 | 1247.219836690970 |
| 2025-05-01 | 1246.942950561830 |
| 2025-06-01 | 1245.884554783060 |
| 2025-07-01 | 1242.199182873110 |
| 2025-08-01 | 1242.241180877950 |
| 2025-09-01 | 1239.732989043450 |
| 2025-10-01 | 1238.221373163900 |
| 2025-11-01 | 1238.978761288900 |
| 2025-12-01 | 1241.307592586140 |
| 2026-01-01 | 1241.596004971440 |
| 2026-02-01 | 1245.872798598690 |
| 2026-03-01 | 1247.352768822650 |
| 2026-04-01 | 1250.075207636760 |
| 2026-05-01 | 1250.676945769580 |
| 2026-06-01 | 1255.176602795680 |