Table Data - All Employees: Private Service Providing in Miami-Miami Beach-Kendall, FL (MD)
| Title | All Employees: Private Service Providing in Miami-Miami Beach-Kendall, FL (MD) |
|---|---|
| Series ID | SMU12331240800000001SA |
| 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 2026-05-01 |
| Last Updated | 2026-06-24 10:39 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 | 601.566109145834 |
| 1990-02-01 | 603.586145285993 |
| 1990-03-01 | 604.423726754734 |
| 1990-04-01 | 601.363640431022 |
| 1990-05-01 | 601.388645977398 |
| 1990-06-01 | 605.156543034520 |
| 1990-07-01 | 601.910807587644 |
| 1990-08-01 | 603.619950521219 |
| 1990-09-01 | 602.807650193906 |
| 1990-10-01 | 602.691548058828 |
| 1990-11-01 | 603.707656894789 |
| 1990-12-01 | 600.266069582954 |
| 1991-01-01 | 593.815456354192 |
| 1991-02-01 | 590.366519216661 |
| 1991-03-01 | 587.953519727536 |
| 1991-04-01 | 586.433995512838 |
| 1991-05-01 | 585.907630679016 |
| 1991-06-01 | 585.918096480211 |
| 1991-07-01 | 588.051836607892 |
| 1991-08-01 | 589.767797291607 |
| 1991-09-01 | 589.863794613546 |
| 1991-10-01 | 587.445973779254 |
| 1991-11-01 | 587.092707339328 |
| 1991-12-01 | 580.829763513603 |
| 1992-01-01 | 587.911012247521 |
| 1992-02-01 | 587.075101272585 |
| 1992-03-01 | 587.371667751309 |
| 1992-04-01 | 592.346974429960 |
| 1992-05-01 | 590.529774054476 |
| 1992-06-01 | 591.411990956517 |
| 1992-07-01 | 590.429191638986 |
| 1992-08-01 | 588.114518006025 |
| 1992-09-01 | 581.609869213610 |
| 1992-10-01 | 589.358847637765 |
| 1992-11-01 | 590.711579714631 |
| 1992-12-01 | 594.159967791002 |
| 1993-01-01 | 601.351970610963 |
| 1993-02-01 | 604.237857393502 |
| 1993-03-01 | 606.391274677308 |
| 1993-04-01 | 613.680015452990 |
| 1993-05-01 | 613.618344702117 |
| 1993-06-01 | 614.957507485931 |
| 1993-07-01 | 618.027029186764 |
| 1993-08-01 | 619.317874124618 |
| 1993-09-01 | 621.251962281129 |
| 1993-10-01 | 625.999773193085 |
| 1993-11-01 | 627.663900116712 |
| 1993-12-01 | 627.992481809796 |
| 1994-01-01 | 628.756835654503 |
| 1994-02-01 | 631.291116180354 |
| 1994-03-01 | 632.208872512515 |
| 1994-04-01 | 632.405789753442 |
| 1994-05-01 | 632.729592166882 |
| 1994-06-01 | 633.503508481642 |
| 1994-07-01 | 635.105661313172 |
| 1994-08-01 | 635.849910081651 |
| 1994-09-01 | 638.834665316485 |
| 1994-10-01 | 641.469805648625 |
| 1994-11-01 | 643.183805884286 |
| 1994-12-01 | 645.695527339714 |
| 1995-01-01 | 648.609644744476 |
| 1995-02-01 | 650.337836480364 |
| 1995-03-01 | 651.924036040404 |
| 1995-04-01 | 647.055506447037 |
| 1995-05-01 | 649.844603250541 |
| 1995-06-01 | 650.959481299683 |
| 1995-07-01 | 651.936650139322 |
| 1995-08-01 | 656.589571609015 |
| 1995-09-01 | 657.118714646989 |
| 1995-10-01 | 657.076520536239 |
| 1995-11-01 | 661.661020108499 |
| 1995-12-01 | 660.459341478620 |
| 1996-01-01 | 657.291310283315 |
| 1996-02-01 | 659.514609306817 |
| 1996-03-01 | 661.719946274334 |
| 1996-04-01 | 659.231815990200 |
| 1996-05-01 | 664.331628778228 |
| 1996-06-01 | 666.816060368988 |
| 1996-07-01 | 666.458113855472 |
| 1996-08-01 | 669.267616895918 |
| 1996-09-01 | 670.733750247159 |
| 1996-10-01 | 673.265444297917 |
| 1996-11-01 | 675.382664021715 |
| 1996-12-01 | 676.949810257508 |
| 1997-01-01 | 680.262841875852 |
| 1997-02-01 | 681.867511697819 |
| 1997-03-01 | 685.082018561060 |
| 1997-04-01 | 690.159345670590 |
| 1997-05-01 | 693.182539889224 |
| 1997-06-01 | 693.557933774535 |
| 1997-07-01 | 695.739719502511 |
| 1997-08-01 | 696.962153849523 |
| 1997-09-01 | 700.360775611754 |
| 1997-10-01 | 699.720685883675 |
| 1997-11-01 | 699.536565331458 |
| 1997-12-01 | 701.003791066037 |
| 1998-01-01 | 700.938163748386 |
| 1998-02-01 | 701.854749485296 |
| 1998-03-01 | 703.372981552877 |
| 1998-04-01 | 702.655867576908 |
| 1998-05-01 | 704.904768572831 |
| 1998-06-01 | 706.159578937872 |
| 1998-07-01 | 708.151264079456 |
| 1998-08-01 | 708.889771313925 |
| 1998-09-01 | 712.151257242104 |
| 1998-10-01 | 719.651942870348 |
| 1998-11-01 | 720.910149603996 |
| 1998-12-01 | 724.696583820480 |
| 1999-01-01 | 716.036220085840 |
| 1999-02-01 | 719.675180917077 |
| 1999-03-01 | 719.596943010584 |
| 1999-04-01 | 722.180581642701 |
| 1999-05-01 | 721.941385705269 |
| 1999-06-01 | 725.627664775814 |
| 1999-07-01 | 728.463376515105 |
| 1999-08-01 | 728.921189450470 |
| 1999-09-01 | 729.216949446270 |
| 1999-10-01 | 733.544682971093 |
| 1999-11-01 | 736.521353277519 |
| 1999-12-01 | 740.180419668657 |
| 2000-01-01 | 736.270460433801 |
| 2000-02-01 | 735.531813845446 |
| 2000-03-01 | 735.339003957268 |
| 2000-04-01 | 743.239644792504 |
| 2000-05-01 | 744.514910728246 |
| 2000-06-01 | 747.797548979370 |
| 2000-07-01 | 750.021653135800 |
| 2000-08-01 | 753.285716618157 |
| 2000-09-01 | 756.167179762990 |
| 2000-10-01 | 753.836529463642 |
| 2000-11-01 | 758.254023483766 |
| 2000-12-01 | 760.217040556878 |
| 2001-01-01 | 760.793348692456 |
| 2001-02-01 | 762.905713110038 |
| 2001-03-01 | 764.679508659834 |
| 2001-04-01 | 762.691184550828 |
| 2001-05-01 | 763.107674602361 |
| 2001-06-01 | 764.554058969393 |
| 2001-07-01 | 763.569927821454 |
| 2001-08-01 | 763.438320622528 |
| 2001-09-01 | 760.884248902060 |
| 2001-10-01 | 754.607565208125 |
| 2001-11-01 | 751.306073902736 |
| 2001-12-01 | 749.468445946485 |
| 2002-01-01 | 749.860261067736 |
| 2002-02-01 | 749.123359035190 |
| 2002-03-01 | 749.103651894610 |
| 2002-04-01 | 747.675248465641 |
| 2002-05-01 | 749.061218405706 |
| 2002-06-01 | 748.289633908773 |
| 2002-07-01 | 745.799272673725 |
| 2002-08-01 | 745.521043923138 |
| 2002-09-01 | 744.659984249444 |
| 2002-10-01 | 745.298172183198 |
| 2002-11-01 | 744.221028699829 |
| 2002-12-01 | 742.713786777763 |
| 2003-01-01 | 745.024028159673 |
| 2003-02-01 | 745.780120028942 |
| 2003-03-01 | 744.411027242835 |
| 2003-04-01 | 742.894324055606 |
| 2003-05-01 | 739.983225879764 |
| 2003-06-01 | 738.304686633788 |
| 2003-07-01 | 737.276113440749 |
| 2003-08-01 | 736.392781914031 |
| 2003-09-01 | 737.604861235607 |
| 2003-10-01 | 742.820114411082 |
| 2003-11-01 | 740.124214669071 |
| 2003-12-01 | 744.174115838392 |
| 2004-01-01 | 747.727244855608 |
| 2004-02-01 | 749.169525367398 |
| 2004-03-01 | 749.623396829518 |
| 2004-04-01 | 756.108583533226 |
| 2004-05-01 | 754.970251033116 |
| 2004-06-01 | 755.755987624956 |
| 2004-07-01 | 761.396996715277 |
| 2004-08-01 | 761.081295198403 |
| 2004-09-01 | 758.186491241131 |
| 2004-10-01 | 766.550531789300 |
| 2004-11-01 | 769.261724710952 |
| 2004-12-01 | 769.491310898275 |
| 2005-01-01 | 765.768543143267 |
| 2005-02-01 | 769.471401653779 |
| 2005-03-01 | 767.950125395011 |
| 2005-04-01 | 778.321163958192 |
| 2005-05-01 | 776.827500123431 |
| 2005-06-01 | 777.224698208579 |
| 2005-07-01 | 783.546042732486 |
| 2005-08-01 | 785.480113974904 |
| 2005-09-01 | 786.847368796298 |
| 2005-10-01 | 784.605155637708 |
| 2005-11-01 | 784.964702530819 |
| 2005-12-01 | 786.549034500814 |
| 2006-01-01 | 787.698311112342 |
| 2006-02-01 | 789.074511022805 |
| 2006-03-01 | 790.739386961535 |
| 2006-04-01 | 791.706014785999 |
| 2006-05-01 | 793.673355003089 |
| 2006-06-01 | 796.608251032389 |
| 2006-07-01 | 796.241075239087 |
| 2006-08-01 | 798.649710784999 |
| 2006-09-01 | 798.295673224141 |
| 2006-10-01 | 798.592473852923 |
| 2006-11-01 | 799.868175751253 |
| 2006-12-01 | 801.658732435025 |
| 2007-01-01 | 802.728133813752 |
| 2007-02-01 | 804.575254527361 |
| 2007-03-01 | 806.331616350676 |
| 2007-04-01 | 804.730041972463 |
| 2007-05-01 | 806.792016996613 |
| 2007-06-01 | 808.139011010396 |
| 2007-07-01 | 806.432378218169 |
| 2007-08-01 | 807.528331405080 |
| 2007-09-01 | 809.417833270645 |
| 2007-10-01 | 809.130191849025 |
| 2007-11-01 | 811.537626871029 |
| 2007-12-01 | 812.870076805441 |
| 2008-01-01 | 811.255220051672 |
| 2008-02-01 | 812.046097592128 |
| 2008-03-01 | 811.598848102191 |
| 2008-04-01 | 809.133233460041 |
| 2008-05-01 | 807.667011098106 |
| 2008-06-01 | 803.431656341443 |
| 2008-07-01 | 797.616505663041 |
| 2008-08-01 | 797.647695886825 |
| 2008-09-01 | 793.433699833883 |
| 2008-10-01 | 790.137645848643 |
| 2008-11-01 | 785.708317812063 |
| 2008-12-01 | 783.007096901368 |
| 2009-01-01 | 775.894524353126 |
| 2009-02-01 | 770.871028601889 |
| 2009-03-01 | 765.065424231066 |
| 2009-04-01 | 763.144864207591 |
| 2009-05-01 | 761.036595109229 |
| 2009-06-01 | 761.452116234007 |
| 2009-07-01 | 759.175597634545 |
| 2009-08-01 | 757.959905556701 |
| 2009-09-01 | 757.852735908300 |
| 2009-10-01 | 759.451849023070 |
| 2009-11-01 | 758.877399924407 |
| 2009-12-01 | 759.266188660007 |
| 2010-01-01 | 759.739585401893 |
| 2010-02-01 | 761.278529521281 |
| 2010-03-01 | 762.030995630114 |
| 2010-04-01 | 764.980739207837 |
| 2010-05-01 | 764.972574556628 |
| 2010-06-01 | 767.470422179012 |
| 2010-07-01 | 770.393875893418 |
| 2010-08-01 | 771.873864560251 |
| 2010-09-01 | 771.501194865106 |
| 2010-10-01 | 776.803982509702 |
| 2010-11-01 | 779.295358976197 |
| 2010-12-01 | 781.440767632808 |
| 2011-01-01 | 784.152795741361 |
| 2011-02-01 | 784.815025279923 |
| 2011-03-01 | 785.562443508786 |
| 2011-04-01 | 792.702988100669 |
| 2011-05-01 | 792.060844393202 |
| 2011-06-01 | 793.076231065413 |
| 2011-07-01 | 796.568622763120 |
| 2011-08-01 | 798.278980789042 |
| 2011-09-01 | 801.166685650601 |
| 2011-10-01 | 801.107997655078 |
| 2011-11-01 | 802.610991645238 |
| 2011-12-01 | 804.982587410136 |
| 2012-01-01 | 809.485370246499 |
| 2012-02-01 | 811.352931308913 |
| 2012-03-01 | 815.196743830622 |
| 2012-04-01 | 818.571845921254 |
| 2012-05-01 | 820.478194891218 |
| 2012-06-01 | 821.424759679753 |
| 2012-07-01 | 823.180559570490 |
| 2012-08-01 | 824.504229394364 |
| 2012-09-01 | 826.553241436830 |
| 2012-10-01 | 830.868632573617 |
| 2012-11-01 | 833.073151727697 |
| 2012-12-01 | 832.680499674839 |
| 2013-01-01 | 835.914957945290 |
| 2013-02-01 | 838.980899207091 |
| 2013-03-01 | 840.440120584632 |
| 2013-04-01 | 841.312761413845 |
| 2013-05-01 | 843.693120525216 |
| 2013-06-01 | 846.314155883998 |
| 2013-07-01 | 846.525831239726 |
| 2013-08-01 | 849.108019872722 |
| 2013-09-01 | 849.829897177094 |
| 2013-10-01 | 850.084603067094 |
| 2013-11-01 | 853.182640384752 |
| 2013-12-01 | 855.457357452655 |
| 2014-01-01 | 857.856664304355 |
| 2014-02-01 | 860.706017486631 |
| 2014-03-01 | 862.325829090683 |
| 2014-04-01 | 866.373780806506 |
| 2014-05-01 | 869.231782241976 |
| 2014-06-01 | 871.691149116600 |
| 2014-07-01 | 874.429769095737 |
| 2014-08-01 | 879.039456829267 |
| 2014-09-01 | 882.578768517405 |
| 2014-10-01 | 886.640150346129 |
| 2014-11-01 | 890.629279119334 |
| 2014-12-01 | 892.759012430788 |
| 2015-01-01 | 894.507264786261 |
| 2015-02-01 | 895.269634797655 |
| 2015-03-01 | 897.995644282794 |
| 2015-04-01 | 899.813255945666 |
| 2015-05-01 | 901.793413395337 |
| 2015-06-01 | 904.352529666723 |
| 2015-07-01 | 907.110596708121 |
| 2015-08-01 | 909.297764475009 |
| 2015-09-01 | 910.257496983377 |
| 2015-10-01 | 915.650856583464 |
| 2015-11-01 | 917.490394973493 |
| 2015-12-01 | 920.622018084188 |
| 2016-01-01 | 920.101633285006 |
| 2016-02-01 | 921.634551680661 |
| 2016-03-01 | 923.075331447614 |
| 2016-04-01 | 928.118594248524 |
| 2016-05-01 | 927.402157874592 |
| 2016-06-01 | 927.075111722767 |
| 2016-07-01 | 932.298988340989 |
| 2016-08-01 | 933.176477960428 |
| 2016-09-01 | 936.175220167259 |
| 2016-10-01 | 935.445115443383 |
| 2016-11-01 | 935.540361434857 |
| 2016-12-01 | 936.628915767416 |
| 2017-01-01 | 938.679297059910 |
| 2017-02-01 | 938.428528484730 |
| 2017-03-01 | 940.697635977571 |
| 2017-04-01 | 942.485126330572 |
| 2017-05-01 | 945.994355515106 |
| 2017-06-01 | 948.289163360749 |
| 2017-07-01 | 946.221356456622 |
| 2017-08-01 | 945.611152138956 |
| 2017-09-01 | 923.981189554600 |
| 2017-10-01 | 943.942946559012 |
| 2017-11-01 | 946.834244294079 |
| 2017-12-01 | 950.251958365017 |
| 2018-01-01 | 950.297962617036 |
| 2018-02-01 | 954.569248071992 |
| 2018-03-01 | 956.160047449958 |
| 2018-04-01 | 955.341862057644 |
| 2018-05-01 | 956.723806068455 |
| 2018-06-01 | 958.471817963723 |
| 2018-07-01 | 960.199640128976 |
| 2018-08-01 | 964.269184891469 |
| 2018-09-01 | 965.322484261999 |
| 2018-10-01 | 967.969852923395 |
| 2018-11-01 | 969.029116289243 |
| 2018-12-01 | 968.382325601767 |
| 2019-01-01 | 972.422705367513 |
| 2019-02-01 | 974.212919117409 |
| 2019-03-01 | 975.266801322218 |
| 2019-04-01 | 976.303223121482 |
| 2019-05-01 | 976.185931619917 |
| 2019-06-01 | 977.567660331596 |
| 2019-07-01 | 981.720658887480 |
| 2019-08-01 | 983.544670207280 |
| 2019-09-01 | 980.887989362107 |
| 2019-10-01 | 986.570845781314 |
| 2019-11-01 | 989.257077144773 |
| 2019-12-01 | 989.646089317563 |
| 2020-01-01 | 991.950698468990 |
| 2020-02-01 | 993.192348329013 |
| 2020-03-01 | 979.602349058075 |
| 2020-04-01 | 806.931649572679 |
| 2020-05-01 | 831.641495954745 |
| 2020-06-01 | 876.979369577435 |
| 2020-07-01 | 874.532127313058 |
| 2020-08-01 | 872.462024702728 |
| 2020-09-01 | 882.198098066347 |
| 2020-10-01 | 897.785289987705 |
| 2020-11-01 | 901.040808914403 |
| 2020-12-01 | 909.403889390247 |
| 2021-01-01 | 912.300922521641 |
| 2021-02-01 | 918.754076570026 |
| 2021-03-01 | 923.869631936635 |
| 2021-04-01 | 929.797232075789 |
| 2021-05-01 | 936.131918471787 |
| 2021-06-01 | 944.677225605561 |
| 2021-07-01 | 957.937661959463 |
| 2021-08-01 | 960.859827774585 |
| 2021-09-01 | 963.186231858545 |
| 2021-10-01 | 978.635898748353 |
| 2021-11-01 | 983.732527280524 |
| 2021-12-01 | 987.439747470617 |
| 2022-01-01 | 989.609506772279 |
| 2022-02-01 | 999.368671394965 |
| 2022-03-01 | 1002.104151184460 |
| 2022-04-01 | 1010.218820644310 |
| 2022-05-01 | 1015.430036365840 |
| 2022-06-01 | 1018.224710240360 |
| 2022-07-01 | 1026.581335562600 |
| 2022-08-01 | 1029.844284458160 |
| 2022-09-01 | 1035.158226673760 |
| 2022-10-01 | 1037.544662703330 |
| 2022-11-01 | 1040.905485369470 |
| 2022-12-01 | 1041.929639425270 |
| 2023-01-01 | 1044.369823476170 |
| 2023-02-01 | 1045.070014938190 |
| 2023-03-01 | 1047.424082548360 |
| 2023-04-01 | 1051.811197838620 |
| 2023-05-01 | 1057.510875751440 |
| 2023-06-01 | 1061.452378113320 |
| 2023-07-01 | 1060.389969882090 |
| 2023-08-01 | 1062.082602732610 |
| 2023-09-01 | 1064.351426575010 |
| 2023-10-01 | 1069.750067822770 |
| 2023-11-01 | 1070.405930424690 |
| 2023-12-01 | 1073.637137576880 |
| 2024-01-01 | 1077.467968631880 |
| 2024-02-01 | 1077.105045059140 |
| 2024-03-01 | 1080.950224455710 |
| 2024-04-01 | 1081.224891655000 |
| 2024-05-01 | 1081.840927357240 |
| 2024-06-01 | 1082.830624775580 |
| 2024-07-01 | 1086.226938177670 |
| 2024-08-01 | 1088.781110679940 |
| 2024-09-01 | 1092.821560606410 |
| 2024-10-01 | 1089.924117734280 |
| 2024-11-01 | 1095.555019034000 |
| 2024-12-01 | 1096.401851372620 |
| 2025-01-01 | 1103.235476853880 |
| 2025-02-01 | 1102.217723767680 |
| 2025-03-01 | 1103.463590892560 |
| 2025-04-01 | 1103.091213447560 |
| 2025-05-01 | 1102.443946948200 |
| 2025-06-01 | 1102.254479622320 |
| 2025-07-01 | 1098.917171023590 |
| 2025-08-01 | 1099.059109985180 |
| 2025-09-01 | 1096.715112032640 |
| 2025-10-01 | 1095.525965970400 |
| 2025-11-01 | 1096.006752663480 |
| 2025-12-01 | 1098.820468770840 |
| 2026-01-01 | 1098.961448876450 |
| 2026-02-01 | 1103.263029274160 |
| 2026-03-01 | 1104.650792815350 |
| 2026-04-01 | 1107.060084832990 |
| 2026-05-01 | 1107.850039673410 |