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 2026-04-01 |
| Last Updated | 2026-05-26 2:16 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 | 721.021233950213 |
| 1990-02-01 | 724.004798484411 |
| 1990-03-01 | 725.530416565274 |
| 1990-04-01 | 723.720693894323 |
| 1990-05-01 | 728.564415604995 |
| 1990-06-01 | 727.317378506055 |
| 1990-07-01 | 722.503901779333 |
| 1990-08-01 | 723.208634419221 |
| 1990-09-01 | 725.143350293911 |
| 1990-10-01 | 725.160391721325 |
| 1990-11-01 | 724.949080970924 |
| 1990-12-01 | 722.280534110041 |
| 1991-01-01 | 718.430779947548 |
| 1991-02-01 | 713.810013943345 |
| 1991-03-01 | 710.777339350552 |
| 1991-04-01 | 709.227243196622 |
| 1991-05-01 | 710.227587857253 |
| 1991-06-01 | 710.399796954753 |
| 1991-07-01 | 711.764806451076 |
| 1991-08-01 | 715.508421856131 |
| 1991-09-01 | 713.856688782788 |
| 1991-10-01 | 708.069245381377 |
| 1991-11-01 | 712.271760825129 |
| 1991-12-01 | 702.800576239078 |
| 1992-01-01 | 711.364650107382 |
| 1992-02-01 | 711.159107996090 |
| 1992-03-01 | 715.009007848897 |
| 1992-04-01 | 716.119992459612 |
| 1992-05-01 | 715.040011883663 |
| 1992-06-01 | 717.013261474868 |
| 1992-07-01 | 717.672971402592 |
| 1992-08-01 | 716.352371320836 |
| 1992-09-01 | 715.811393848869 |
| 1992-10-01 | 719.368313793775 |
| 1992-11-01 | 718.057974108743 |
| 1992-12-01 | 720.445192457702 |
| 1993-01-01 | 728.624974410186 |
| 1993-02-01 | 731.887309492289 |
| 1993-03-01 | 732.407394250927 |
| 1993-04-01 | 742.406273242130 |
| 1993-05-01 | 740.417393755816 |
| 1993-06-01 | 741.958872261690 |
| 1993-07-01 | 747.079460308510 |
| 1993-08-01 | 750.074311678605 |
| 1993-09-01 | 747.061379451623 |
| 1993-10-01 | 753.997350397722 |
| 1993-11-01 | 756.306158165289 |
| 1993-12-01 | 757.471032866957 |
| 1994-01-01 | 758.665706741599 |
| 1994-02-01 | 762.315883694962 |
| 1994-03-01 | 762.837432258131 |
| 1994-04-01 | 765.429794107218 |
| 1994-05-01 | 765.669585403499 |
| 1994-06-01 | 766.831259620631 |
| 1994-07-01 | 768.869299821223 |
| 1994-08-01 | 770.365693422149 |
| 1994-09-01 | 771.007650017376 |
| 1994-10-01 | 774.009004840774 |
| 1994-11-01 | 778.277440696161 |
| 1994-12-01 | 779.303052435207 |
| 1995-01-01 | 781.785240429125 |
| 1995-02-01 | 783.922542829275 |
| 1995-03-01 | 785.326906223177 |
| 1995-04-01 | 779.825958485263 |
| 1995-05-01 | 783.062310897221 |
| 1995-06-01 | 783.641188297045 |
| 1995-07-01 | 780.573282214893 |
| 1995-08-01 | 785.700875234129 |
| 1995-09-01 | 788.604418557597 |
| 1995-10-01 | 788.588820110159 |
| 1995-11-01 | 792.019311197642 |
| 1995-12-01 | 792.691542818226 |
| 1996-01-01 | 790.028800329594 |
| 1996-02-01 | 791.213820605739 |
| 1996-03-01 | 796.142000408537 |
| 1996-04-01 | 791.997830985810 |
| 1996-05-01 | 796.105052647925 |
| 1996-06-01 | 798.631347661713 |
| 1996-07-01 | 795.472466510488 |
| 1996-08-01 | 799.817834268117 |
| 1996-09-01 | 803.628075034115 |
| 1996-10-01 | 805.765308528153 |
| 1996-11-01 | 807.149584599158 |
| 1996-12-01 | 810.456579068078 |
| 1997-01-01 | 814.881392913994 |
| 1997-02-01 | 816.854433038900 |
| 1997-03-01 | 819.298425458241 |
| 1997-04-01 | 825.483888792003 |
| 1997-05-01 | 828.013265292224 |
| 1997-06-01 | 829.235787096900 |
| 1997-07-01 | 831.685451238277 |
| 1997-08-01 | 834.937008045311 |
| 1997-09-01 | 834.897881207488 |
| 1997-10-01 | 834.775812133060 |
| 1997-11-01 | 835.637958910594 |
| 1997-12-01 | 836.860535654446 |
| 1998-01-01 | 838.702624948002 |
| 1998-02-01 | 838.360666127101 |
| 1998-03-01 | 840.480112383522 |
| 1998-04-01 | 839.293659692088 |
| 1998-05-01 | 841.551766980439 |
| 1998-06-01 | 842.913438902609 |
| 1998-07-01 | 847.764783673286 |
| 1998-08-01 | 848.201536847460 |
| 1998-09-01 | 848.715357500429 |
| 1998-10-01 | 857.638543953331 |
| 1998-11-01 | 858.431864051463 |
| 1998-12-01 | 862.898474875818 |
| 1999-01-01 | 852.636530605713 |
| 1999-02-01 | 857.012006130886 |
| 1999-03-01 | 856.463673101645 |
| 1999-04-01 | 859.029210593254 |
| 1999-05-01 | 859.175208767549 |
| 1999-06-01 | 863.486647981415 |
| 1999-07-01 | 866.275012067775 |
| 1999-08-01 | 867.518452527472 |
| 1999-09-01 | 868.677285886566 |
| 1999-10-01 | 872.420114130010 |
| 1999-11-01 | 875.236632648531 |
| 1999-12-01 | 880.258188262801 |
| 2000-01-01 | 877.301067584856 |
| 2000-02-01 | 875.745727669649 |
| 2000-03-01 | 875.808958075262 |
| 2000-04-01 | 885.956532372903 |
| 2000-05-01 | 889.773665114451 |
| 2000-06-01 | 892.308726122017 |
| 2000-07-01 | 892.095317812297 |
| 2000-08-01 | 895.898717354504 |
| 2000-09-01 | 899.030707615755 |
| 2000-10-01 | 899.196695203395 |
| 2000-11-01 | 903.832608353423 |
| 2000-12-01 | 906.721614810404 |
| 2001-01-01 | 907.538796130667 |
| 2001-02-01 | 909.426055175199 |
| 2001-03-01 | 911.146131783882 |
| 2001-04-01 | 909.824200445331 |
| 2001-05-01 | 909.632508695539 |
| 2001-06-01 | 913.045178642369 |
| 2001-07-01 | 910.714736894710 |
| 2001-08-01 | 909.875409415061 |
| 2001-09-01 | 908.950853651495 |
| 2001-10-01 | 904.067014699666 |
| 2001-11-01 | 901.710853923086 |
| 2001-12-01 | 899.549605312103 |
| 2002-01-01 | 899.006370715903 |
| 2002-02-01 | 898.708442565891 |
| 2002-03-01 | 899.151658894986 |
| 2002-04-01 | 897.329691604148 |
| 2002-05-01 | 899.427286595126 |
| 2002-06-01 | 899.917634434714 |
| 2002-07-01 | 895.453731769441 |
| 2002-08-01 | 893.622067376386 |
| 2002-09-01 | 895.632911133534 |
| 2002-10-01 | 894.836441847307 |
| 2002-11-01 | 895.285990833507 |
| 2002-12-01 | 893.314870505256 |
| 2003-01-01 | 895.015199368801 |
| 2003-02-01 | 895.824283853163 |
| 2003-03-01 | 895.356392004987 |
| 2003-04-01 | 893.307552923516 |
| 2003-05-01 | 891.665366530131 |
| 2003-06-01 | 891.959326018699 |
| 2003-07-01 | 888.430909111511 |
| 2003-08-01 | 884.528211974266 |
| 2003-09-01 | 889.066541800655 |
| 2003-10-01 | 894.157867079148 |
| 2003-11-01 | 891.190498407545 |
| 2003-12-01 | 895.063031902099 |
| 2004-01-01 | 899.103975324327 |
| 2004-02-01 | 899.979623131617 |
| 2004-03-01 | 901.085472229121 |
| 2004-04-01 | 907.334334630475 |
| 2004-05-01 | 906.616627850045 |
| 2004-06-01 | 912.507576233117 |
| 2004-07-01 | 914.660081613805 |
| 2004-08-01 | 909.472217613603 |
| 2004-09-01 | 911.073241646512 |
| 2004-10-01 | 918.363843301177 |
| 2004-11-01 | 920.172411704338 |
| 2004-12-01 | 920.334876089141 |
| 2005-01-01 | 917.171317076064 |
| 2005-02-01 | 920.602072377197 |
| 2005-03-01 | 919.787049416795 |
| 2005-04-01 | 929.451349472305 |
| 2005-05-01 | 928.117443494439 |
| 2005-06-01 | 921.891379258150 |
| 2005-07-01 | 933.819204681759 |
| 2005-08-01 | 944.149502695279 |
| 2005-09-01 | 939.613522736049 |
| 2005-10-01 | 936.185232630874 |
| 2005-11-01 | 936.349093926759 |
| 2005-12-01 | 937.605017776433 |
| 2006-01-01 | 939.150930002346 |
| 2006-02-01 | 939.945569587943 |
| 2006-03-01 | 943.109297026383 |
| 2006-04-01 | 942.242860108186 |
| 2006-05-01 | 944.383912583313 |
| 2006-06-01 | 943.540746240336 |
| 2006-07-01 | 947.059595336254 |
| 2006-08-01 | 955.617569623644 |
| 2006-09-01 | 951.459307876512 |
| 2006-10-01 | 951.496340392623 |
| 2006-11-01 | 953.312348506883 |
| 2006-12-01 | 954.001574704443 |
| 2007-01-01 | 956.695587333150 |
| 2007-02-01 | 957.887903609467 |
| 2007-03-01 | 960.686713873363 |
| 2007-04-01 | 958.670258810558 |
| 2007-05-01 | 960.706097521423 |
| 2007-06-01 | 959.951196399836 |
| 2007-07-01 | 959.969999708403 |
| 2007-08-01 | 965.763852051676 |
| 2007-09-01 | 965.162507721007 |
| 2007-10-01 | 963.364598154896 |
| 2007-11-01 | 966.079485289294 |
| 2007-12-01 | 967.224099103801 |
| 2008-01-01 | 965.363790875761 |
| 2008-02-01 | 966.785321301045 |
| 2008-03-01 | 966.366284199766 |
| 2008-04-01 | 963.515322679859 |
| 2008-05-01 | 960.868436518302 |
| 2008-06-01 | 955.997904057635 |
| 2008-07-01 | 950.353441299644 |
| 2008-08-01 | 953.310893773107 |
| 2008-09-01 | 945.821918814736 |
| 2008-10-01 | 942.918044020667 |
| 2008-11-01 | 938.788732871110 |
| 2008-12-01 | 935.952759205148 |
| 2009-01-01 | 929.982890047585 |
| 2009-02-01 | 923.550040118316 |
| 2009-03-01 | 917.755485228313 |
| 2009-04-01 | 915.498383054157 |
| 2009-05-01 | 912.344996948849 |
| 2009-06-01 | 912.576897142424 |
| 2009-07-01 | 910.750319516582 |
| 2009-08-01 | 910.800107370667 |
| 2009-09-01 | 909.248870161403 |
| 2009-10-01 | 909.495459101845 |
| 2009-11-01 | 908.229249377552 |
| 2009-12-01 | 908.194652661993 |
| 2010-01-01 | 908.486601026802 |
| 2010-02-01 | 909.896287700839 |
| 2010-03-01 | 911.274041769480 |
| 2010-04-01 | 913.719597007936 |
| 2010-05-01 | 917.281013624097 |
| 2010-06-01 | 916.209333639654 |
| 2010-07-01 | 917.475607936600 |
| 2010-08-01 | 918.799863481496 |
| 2010-09-01 | 916.543271694787 |
| 2010-10-01 | 922.165203573745 |
| 2010-11-01 | 924.128898400328 |
| 2010-12-01 | 926.002563553403 |
| 2011-01-01 | 929.606372694046 |
| 2011-02-01 | 930.564041913365 |
| 2011-03-01 | 931.126901157952 |
| 2011-04-01 | 937.798746689864 |
| 2011-05-01 | 936.093986486157 |
| 2011-06-01 | 936.855737263421 |
| 2011-07-01 | 940.920626309572 |
| 2011-08-01 | 942.634228499351 |
| 2011-09-01 | 945.041282975630 |
| 2011-10-01 | 945.159265656974 |
| 2011-11-01 | 944.946041091847 |
| 2011-12-01 | 948.321134569190 |
| 2012-01-01 | 950.644553796865 |
| 2012-02-01 | 952.321825001163 |
| 2012-03-01 | 955.556264809847 |
| 2012-04-01 | 959.343755107446 |
| 2012-05-01 | 960.390255865934 |
| 2012-06-01 | 962.040647999557 |
| 2012-07-01 | 963.844493095234 |
| 2012-08-01 | 965.066879168105 |
| 2012-09-01 | 967.409171229031 |
| 2012-10-01 | 971.904116121083 |
| 2012-11-01 | 973.455878985577 |
| 2012-12-01 | 973.421633279523 |
| 2013-01-01 | 976.192714819330 |
| 2013-02-01 | 979.566603955900 |
| 2013-03-01 | 980.760213822864 |
| 2013-04-01 | 981.409079398365 |
| 2013-05-01 | 983.147289138225 |
| 2013-06-01 | 985.836761722563 |
| 2013-07-01 | 985.947382049316 |
| 2013-08-01 | 988.117725572949 |
| 2013-09-01 | 989.384077769925 |
| 2013-10-01 | 988.909356128277 |
| 2013-11-01 | 992.489971092239 |
| 2013-12-01 | 994.249664316582 |
| 2014-01-01 | 997.520406471975 |
| 2014-02-01 | 1000.761877990450 |
| 2014-03-01 | 1001.975819121410 |
| 2014-04-01 | 1005.335309421000 |
| 2014-05-01 | 1008.019152574310 |
| 2014-06-01 | 1010.572006180190 |
| 2014-07-01 | 1012.538015559420 |
| 2014-08-01 | 1017.170605726030 |
| 2014-09-01 | 1020.661493282370 |
| 2014-10-01 | 1024.360992599950 |
| 2014-11-01 | 1028.434274068710 |
| 2014-12-01 | 1030.706039901850 |
| 2015-01-01 | 1032.262130829000 |
| 2015-02-01 | 1032.858133575750 |
| 2015-03-01 | 1036.459507109940 |
| 2015-04-01 | 1038.503998418860 |
| 2015-05-01 | 1040.290605253690 |
| 2015-06-01 | 1042.861628754230 |
| 2015-07-01 | 1045.062693603450 |
| 2015-08-01 | 1047.160549404290 |
| 2015-09-01 | 1048.924203158140 |
| 2015-10-01 | 1053.928504023070 |
| 2015-11-01 | 1055.491463783750 |
| 2015-12-01 | 1058.848027010080 |
| 2016-01-01 | 1058.496128650440 |
| 2016-02-01 | 1060.240296748200 |
| 2016-03-01 | 1061.526174194880 |
| 2016-04-01 | 1068.492214388970 |
| 2016-05-01 | 1067.508719239540 |
| 2016-06-01 | 1067.972571653730 |
| 2016-07-01 | 1073.271431866450 |
| 2016-08-01 | 1073.363257159620 |
| 2016-09-01 | 1078.238602744840 |
| 2016-10-01 | 1075.411698093730 |
| 2016-11-01 | 1075.865917027020 |
| 2016-12-01 | 1077.389173591320 |
| 2017-01-01 | 1079.934573264880 |
| 2017-02-01 | 1080.065671252090 |
| 2017-03-01 | 1082.557232961080 |
| 2017-04-01 | 1084.234922307840 |
| 2017-05-01 | 1087.749719994040 |
| 2017-06-01 | 1089.993885753890 |
| 2017-07-01 | 1088.160309788990 |
| 2017-08-01 | 1087.024983212630 |
| 2017-09-01 | 1067.173250783000 |
| 2017-10-01 | 1085.701025334340 |
| 2017-11-01 | 1088.542271411290 |
| 2017-12-01 | 1092.685043557000 |
| 2018-01-01 | 1093.287894900410 |
| 2018-02-01 | 1097.666953244750 |
| 2018-03-01 | 1099.409442963310 |
| 2018-04-01 | 1098.928083719690 |
| 2018-05-01 | 1099.935628991840 |
| 2018-06-01 | 1102.220623231770 |
| 2018-07-01 | 1103.040505032660 |
| 2018-08-01 | 1108.448905826990 |
| 2018-09-01 | 1110.650572688200 |
| 2018-10-01 | 1111.278700853010 |
| 2018-11-01 | 1112.024013072400 |
| 2018-12-01 | 1111.443631189270 |
| 2019-01-01 | 1116.340730532660 |
| 2019-02-01 | 1118.470599102190 |
| 2019-03-01 | 1119.961074384520 |
| 2019-04-01 | 1121.119945037040 |
| 2019-05-01 | 1120.614892261490 |
| 2019-06-01 | 1121.913182964600 |
| 2019-07-01 | 1124.816046260170 |
| 2019-08-01 | 1128.039062969260 |
| 2019-09-01 | 1127.454494392480 |
| 2019-10-01 | 1130.565987970070 |
| 2019-11-01 | 1132.997091471090 |
| 2019-12-01 | 1133.918883809120 |
| 2020-01-01 | 1137.971114810660 |
| 2020-02-01 | 1138.953534674590 |
| 2020-03-01 | 1124.279576122260 |
| 2020-04-01 | 948.339215788734 |
| 2020-05-01 | 972.794859854931 |
| 2020-06-01 | 1019.061857555110 |
| 2020-07-01 | 1017.633682285830 |
| 2020-08-01 | 1009.927003869580 |
| 2020-09-01 | 1024.118684496750 |
| 2020-10-01 | 1038.182384232380 |
| 2020-11-01 | 1039.723037212920 |
| 2020-12-01 | 1046.345660978930 |
| 2021-01-01 | 1050.201798165760 |
| 2021-02-01 | 1056.715651882850 |
| 2021-03-01 | 1061.840066020160 |
| 2021-04-01 | 1067.541283637210 |
| 2021-05-01 | 1074.597163561680 |
| 2021-06-01 | 1082.614537774010 |
| 2021-07-01 | 1096.041545902520 |
| 2021-08-01 | 1099.252290174950 |
| 2021-09-01 | 1102.799108193470 |
| 2021-10-01 | 1114.794956478250 |
| 2021-11-01 | 1120.455783116760 |
| 2021-12-01 | 1125.138248639530 |
| 2022-01-01 | 1127.288045778510 |
| 2022-02-01 | 1135.691532447630 |
| 2022-03-01 | 1138.070265979740 |
| 2022-04-01 | 1146.693071486910 |
| 2022-05-01 | 1153.245584377980 |
| 2022-06-01 | 1156.033126205420 |
| 2022-07-01 | 1165.056202853990 |
| 2022-08-01 | 1168.399781876370 |
| 2022-09-01 | 1175.180535650460 |
| 2022-10-01 | 1174.834568394550 |
| 2022-11-01 | 1178.249121517290 |
| 2022-12-01 | 1180.376205765880 |
| 2023-01-01 | 1183.183163609450 |
| 2023-02-01 | 1185.062093818620 |
| 2023-03-01 | 1187.464605715690 |
| 2023-04-01 | 1192.842308240540 |
| 2023-05-01 | 1197.629671047050 |
| 2023-06-01 | 1202.084669158220 |
| 2023-07-01 | 1201.736825009020 |
| 2023-08-01 | 1203.800106610670 |
| 2023-09-01 | 1207.310124733980 |
| 2023-10-01 | 1211.475447581760 |
| 2023-11-01 | 1211.821936468230 |
| 2023-12-01 | 1215.336414719020 |
| 2024-01-01 | 1219.742100319810 |
| 2024-02-01 | 1219.523272486750 |
| 2024-03-01 | 1223.726096098220 |
| 2024-04-01 | 1224.671081567600 |
| 2024-05-01 | 1224.651279510080 |
| 2024-06-01 | 1225.496872013010 |
| 2024-07-01 | 1229.105837544360 |
| 2024-08-01 | 1231.779357869860 |
| 2024-09-01 | 1236.326443688160 |
| 2024-10-01 | 1232.827879386950 |
| 2024-11-01 | 1239.647480307810 |
| 2024-12-01 | 1240.089659595880 |
| 2025-01-01 | 1247.152147994020 |
| 2025-02-01 | 1246.623228235320 |
| 2025-03-01 | 1247.965577832720 |
| 2025-04-01 | 1247.122432852120 |
| 2025-05-01 | 1246.376157380300 |
| 2025-06-01 | 1246.365553716660 |
| 2025-07-01 | 1242.547490325700 |
| 2025-08-01 | 1242.210730881140 |
| 2025-09-01 | 1239.814804912940 |
| 2025-10-01 | 1238.384540829670 |
| 2025-11-01 | 1238.976915448000 |
| 2025-12-01 | 1241.066377429490 |
| 2026-01-01 | 1241.429694178280 |
| 2026-02-01 | 1245.873079584410 |
| 2026-03-01 | 1247.312504940860 |
| 2026-04-01 | 1249.909030554180 |