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 2025-11-01 |
| Last Updated | 2026-01-08 12:03 AM CST |
| 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 | 600.420520749664 |
| 1990-02-01 | 603.689088180873 |
| 1990-03-01 | 604.563678981900 |
| 1990-04-01 | 601.384091822444 |
| 1990-05-01 | 601.485655172541 |
| 1990-06-01 | 605.272446340730 |
| 1990-07-01 | 602.010655834192 |
| 1990-08-01 | 603.707527371020 |
| 1990-09-01 | 602.935466148805 |
| 1990-10-01 | 602.782259277628 |
| 1990-11-01 | 603.679873589386 |
| 1990-12-01 | 600.489402782784 |
| 1991-01-01 | 592.785894852966 |
| 1991-02-01 | 590.458534025486 |
| 1991-03-01 | 588.077139743477 |
| 1991-04-01 | 586.449217665710 |
| 1991-05-01 | 585.995818264385 |
| 1991-06-01 | 586.022883767268 |
| 1991-07-01 | 588.137741228337 |
| 1991-08-01 | 589.840104867599 |
| 1991-09-01 | 589.973678081872 |
| 1991-10-01 | 587.525227830175 |
| 1991-11-01 | 587.068476564742 |
| 1991-12-01 | 581.015574900084 |
| 1992-01-01 | 587.068536234091 |
| 1992-02-01 | 587.145420294741 |
| 1992-03-01 | 587.480325062259 |
| 1992-04-01 | 592.330393220284 |
| 1992-05-01 | 590.609870919101 |
| 1992-06-01 | 591.501979049883 |
| 1992-07-01 | 590.491901896083 |
| 1992-08-01 | 588.169006523136 |
| 1992-09-01 | 581.697012886130 |
| 1992-10-01 | 589.413458238901 |
| 1992-11-01 | 590.718906152946 |
| 1992-12-01 | 594.287728037264 |
| 1993-01-01 | 600.741710223031 |
| 1993-02-01 | 604.277575774258 |
| 1993-03-01 | 606.478150519882 |
| 1993-04-01 | 613.613204569641 |
| 1993-05-01 | 613.693106319791 |
| 1993-06-01 | 615.030394433695 |
| 1993-07-01 | 618.064178661392 |
| 1993-08-01 | 619.357690571222 |
| 1993-09-01 | 621.326057524922 |
| 1993-10-01 | 626.038348639147 |
| 1993-11-01 | 627.716040926814 |
| 1993-12-01 | 628.081953444336 |
| 1994-01-01 | 628.327011677869 |
| 1994-02-01 | 631.313674968649 |
| 1994-03-01 | 632.274327878012 |
| 1994-04-01 | 632.290131551540 |
| 1994-05-01 | 632.783645120225 |
| 1994-06-01 | 633.551393326635 |
| 1994-07-01 | 635.115063406517 |
| 1994-08-01 | 635.883675485971 |
| 1994-09-01 | 638.901378386073 |
| 1994-10-01 | 641.520221570024 |
| 1994-11-01 | 643.299921795227 |
| 1994-12-01 | 645.758708444022 |
| 1995-01-01 | 648.325778468249 |
| 1995-02-01 | 650.320333519286 |
| 1995-03-01 | 651.930646607548 |
| 1995-04-01 | 646.899180158130 |
| 1995-05-01 | 649.858081216811 |
| 1995-06-01 | 650.972193943715 |
| 1995-07-01 | 651.929678612826 |
| 1995-08-01 | 656.644113438547 |
| 1995-09-01 | 657.221340714819 |
| 1995-10-01 | 657.172827769400 |
| 1995-11-01 | 661.868687424643 |
| 1995-12-01 | 660.590677413755 |
| 1996-01-01 | 656.995432674357 |
| 1996-02-01 | 659.419466712391 |
| 1996-03-01 | 661.640475472985 |
| 1996-04-01 | 659.023210040188 |
| 1996-05-01 | 664.302222008425 |
| 1996-06-01 | 666.783707782074 |
| 1996-07-01 | 666.447794267097 |
| 1996-08-01 | 669.366892483156 |
| 1996-09-01 | 670.889609454139 |
| 1996-10-01 | 673.466028924655 |
| 1996-11-01 | 675.804236059552 |
| 1996-12-01 | 677.149216849640 |
| 1997-01-01 | 679.865411474268 |
| 1997-02-01 | 681.588473267023 |
| 1997-03-01 | 684.869421747400 |
| 1997-04-01 | 689.883732181663 |
| 1997-05-01 | 693.112431762823 |
| 1997-06-01 | 693.494918315486 |
| 1997-07-01 | 695.758511623151 |
| 1997-08-01 | 697.135779837480 |
| 1997-09-01 | 700.628283305009 |
| 1997-10-01 | 699.992109596765 |
| 1997-11-01 | 700.191723348529 |
| 1997-12-01 | 701.274898282622 |
| 1998-01-01 | 700.432019804811 |
| 1998-02-01 | 701.364262067993 |
| 1998-03-01 | 703.011545021988 |
| 1998-04-01 | 702.328559167725 |
| 1998-05-01 | 704.803496662767 |
| 1998-06-01 | 706.082710660893 |
| 1998-07-01 | 708.211025443416 |
| 1998-08-01 | 709.131596036028 |
| 1998-09-01 | 712.523612868686 |
| 1998-10-01 | 719.976878152079 |
| 1998-11-01 | 721.759004171656 |
| 1998-12-01 | 724.974837878840 |
| 1999-01-01 | 715.478332806680 |
| 1999-02-01 | 719.009208655881 |
| 1999-03-01 | 719.117051102008 |
| 1999-04-01 | 721.832169031721 |
| 1999-05-01 | 721.813213528740 |
| 1999-06-01 | 725.559642835425 |
| 1999-07-01 | 728.565570679274 |
| 1999-08-01 | 729.217260945212 |
| 1999-09-01 | 729.681771648080 |
| 1999-10-01 | 733.837928918061 |
| 1999-11-01 | 737.398974818634 |
| 1999-12-01 | 740.499541886778 |
| 2000-01-01 | 735.719376821065 |
| 2000-02-01 | 734.794964647857 |
| 2000-03-01 | 734.801600079391 |
| 2000-04-01 | 742.875202377902 |
| 2000-05-01 | 744.374943259614 |
| 2000-06-01 | 747.735478960350 |
| 2000-07-01 | 750.136414663543 |
| 2000-08-01 | 753.599645780028 |
| 2000-09-01 | 756.681149095733 |
| 2000-10-01 | 754.125640856351 |
| 2000-11-01 | 759.084632701718 |
| 2000-12-01 | 760.562689512911 |
| 2001-01-01 | 760.282902496420 |
| 2001-02-01 | 762.149708978101 |
| 2001-03-01 | 764.099413218579 |
| 2001-04-01 | 762.395759059197 |
| 2001-05-01 | 762.905400248427 |
| 2001-06-01 | 764.456918541286 |
| 2001-07-01 | 763.731466940484 |
| 2001-08-01 | 763.717492130666 |
| 2001-09-01 | 761.405294264151 |
| 2001-10-01 | 754.853007604685 |
| 2001-11-01 | 751.998793674478 |
| 2001-12-01 | 750.009477931242 |
| 2002-01-01 | 749.396928369648 |
| 2002-02-01 | 748.359817647258 |
| 2002-03-01 | 748.495881324599 |
| 2002-04-01 | 747.477522465104 |
| 2002-05-01 | 748.812782555462 |
| 2002-06-01 | 748.098255863202 |
| 2002-07-01 | 746.013171610664 |
| 2002-08-01 | 745.752650188924 |
| 2002-09-01 | 745.157190558548 |
| 2002-10-01 | 745.579360520547 |
| 2002-11-01 | 744.790742595991 |
| 2002-12-01 | 743.411399413805 |
| 2003-01-01 | 744.613420882496 |
| 2003-02-01 | 744.994338293592 |
| 2003-03-01 | 743.751752138053 |
| 2003-04-01 | 742.776680571989 |
| 2003-05-01 | 739.682815892917 |
| 2003-06-01 | 738.014524302517 |
| 2003-07-01 | 737.546211683320 |
| 2003-08-01 | 736.590407071412 |
| 2003-09-01 | 738.067311555411 |
| 2003-10-01 | 743.148965936104 |
| 2003-11-01 | 740.639399793937 |
| 2003-12-01 | 745.064262444145 |
| 2004-01-01 | 747.297671567553 |
| 2004-02-01 | 748.338376654365 |
| 2004-03-01 | 748.915637745249 |
| 2004-04-01 | 755.992925650636 |
| 2004-05-01 | 754.665029732118 |
| 2004-06-01 | 755.398121776243 |
| 2004-07-01 | 761.698489872110 |
| 2004-08-01 | 761.285728171743 |
| 2004-09-01 | 758.621471913901 |
| 2004-10-01 | 766.969354636141 |
| 2004-11-01 | 769.791967797235 |
| 2004-12-01 | 770.373946853205 |
| 2005-01-01 | 765.351561627859 |
| 2005-02-01 | 768.633269067502 |
| 2005-03-01 | 767.228804227027 |
| 2005-04-01 | 778.214122108370 |
| 2005-05-01 | 776.518924499925 |
| 2005-06-01 | 776.862718586453 |
| 2005-07-01 | 783.875391279540 |
| 2005-08-01 | 785.675795847739 |
| 2005-09-01 | 787.230391383558 |
| 2005-10-01 | 785.018475923245 |
| 2005-11-01 | 785.505276333583 |
| 2005-12-01 | 787.359006014642 |
| 2006-01-01 | 787.290759142606 |
| 2006-02-01 | 788.286945016361 |
| 2006-03-01 | 790.063317733580 |
| 2006-04-01 | 791.588154609754 |
| 2006-05-01 | 793.441725560147 |
| 2006-06-01 | 796.313127480505 |
| 2006-07-01 | 796.543182573131 |
| 2006-08-01 | 798.840675696869 |
| 2006-09-01 | 798.603755396608 |
| 2006-10-01 | 798.939786013285 |
| 2006-11-01 | 800.300039398206 |
| 2006-12-01 | 802.185571255331 |
| 2007-01-01 | 802.438750828376 |
| 2007-02-01 | 804.009312556940 |
| 2007-03-01 | 805.804412896374 |
| 2007-04-01 | 804.609847466590 |
| 2007-05-01 | 806.646523154382 |
| 2007-06-01 | 807.967993352710 |
| 2007-07-01 | 806.657957350086 |
| 2007-08-01 | 807.674537414754 |
| 2007-09-01 | 809.614787741580 |
| 2007-10-01 | 809.367752164039 |
| 2007-11-01 | 811.810590997189 |
| 2007-12-01 | 813.132163599822 |
| 2008-01-01 | 811.091758282058 |
| 2008-02-01 | 811.728960687364 |
| 2008-03-01 | 811.273642821412 |
| 2008-04-01 | 809.025935292374 |
| 2008-05-01 | 807.608916622221 |
| 2008-06-01 | 803.380621635028 |
| 2008-07-01 | 797.737126619852 |
| 2008-08-01 | 797.745013070671 |
| 2008-09-01 | 793.536363636149 |
| 2008-10-01 | 790.261895401108 |
| 2008-11-01 | 785.794996158055 |
| 2008-12-01 | 783.032883360155 |
| 2009-01-01 | 775.867999982874 |
| 2009-02-01 | 770.779202134225 |
| 2009-03-01 | 764.928862127872 |
| 2009-04-01 | 763.101120072208 |
| 2009-05-01 | 761.007571691610 |
| 2009-06-01 | 761.449379349568 |
| 2009-07-01 | 759.235593614217 |
| 2009-08-01 | 757.991373344313 |
| 2009-09-01 | 757.876542692504 |
| 2009-10-01 | 759.492156440201 |
| 2009-11-01 | 758.893908496688 |
| 2009-12-01 | 759.261522209673 |
| 2010-01-01 | 759.736817915708 |
| 2010-02-01 | 761.249906011433 |
| 2010-03-01 | 761.990108718005 |
| 2010-04-01 | 764.988256239592 |
| 2010-05-01 | 764.969469269894 |
| 2010-06-01 | 767.463775244682 |
| 2010-07-01 | 770.428300803487 |
| 2010-08-01 | 771.882165392921 |
| 2010-09-01 | 771.481907706351 |
| 2010-10-01 | 776.809322041248 |
| 2010-11-01 | 779.290386603063 |
| 2010-12-01 | 781.429930334898 |
| 2011-01-01 | 784.054625714084 |
| 2011-02-01 | 784.805169121313 |
| 2011-03-01 | 785.676005953163 |
| 2011-04-01 | 792.724751212172 |
| 2011-05-01 | 792.068038316402 |
| 2011-06-01 | 793.068533752922 |
| 2011-07-01 | 796.584430725315 |
| 2011-08-01 | 798.279588800149 |
| 2011-09-01 | 801.121207590241 |
| 2011-10-01 | 801.099755386710 |
| 2011-11-01 | 802.614398772352 |
| 2011-12-01 | 805.082307097793 |
| 2012-01-01 | 809.478021163594 |
| 2012-02-01 | 811.336569928143 |
| 2012-03-01 | 815.237830803030 |
| 2012-04-01 | 818.600062636242 |
| 2012-05-01 | 820.486083380689 |
| 2012-06-01 | 821.525781655866 |
| 2012-07-01 | 823.187544887655 |
| 2012-08-01 | 824.510358778319 |
| 2012-09-01 | 826.464077765728 |
| 2012-10-01 | 830.960210714946 |
| 2012-11-01 | 833.087865745387 |
| 2012-12-01 | 832.799601898965 |
| 2013-01-01 | 835.997820791216 |
| 2013-02-01 | 838.953293373675 |
| 2013-03-01 | 840.493768734534 |
| 2013-04-01 | 841.351368167444 |
| 2013-05-01 | 843.703021900606 |
| 2013-06-01 | 846.322434871062 |
| 2013-07-01 | 846.536438702302 |
| 2013-08-01 | 849.111530633691 |
| 2013-09-01 | 849.798587493632 |
| 2013-10-01 | 850.071212240611 |
| 2013-11-01 | 853.210841734427 |
| 2013-12-01 | 855.507095404482 |
| 2014-01-01 | 857.828885638462 |
| 2014-02-01 | 860.772392309289 |
| 2014-03-01 | 862.368582861850 |
| 2014-04-01 | 866.422510520156 |
| 2014-05-01 | 869.239813517298 |
| 2014-06-01 | 871.628204664032 |
| 2014-07-01 | 874.439737411103 |
| 2014-08-01 | 879.039590137639 |
| 2014-09-01 | 882.511291232482 |
| 2014-10-01 | 886.614266391506 |
| 2014-11-01 | 890.665361652826 |
| 2014-12-01 | 892.834420803989 |
| 2015-01-01 | 894.583112442660 |
| 2015-02-01 | 895.231314557349 |
| 2015-03-01 | 898.019068457023 |
| 2015-04-01 | 899.766581974427 |
| 2015-05-01 | 901.801852730366 |
| 2015-06-01 | 904.423299990701 |
| 2015-07-01 | 907.118354529646 |
| 2015-08-01 | 909.287526210849 |
| 2015-09-01 | 909.987816220554 |
| 2015-10-01 | 915.602155684149 |
| 2015-11-01 | 917.523387619001 |
| 2015-12-01 | 920.705213004191 |
| 2016-01-01 | 920.083811073634 |
| 2016-02-01 | 921.695471531337 |
| 2016-03-01 | 922.989257444819 |
| 2016-04-01 | 928.171413441543 |
| 2016-05-01 | 927.414210456559 |
| 2016-06-01 | 927.079701061926 |
| 2016-07-01 | 932.306498447771 |
| 2016-08-01 | 933.260092717906 |
| 2016-09-01 | 936.115380128899 |
| 2016-10-01 | 935.368544124160 |
| 2016-11-01 | 935.452962253912 |
| 2016-12-01 | 936.603981562627 |
| 2017-01-01 | 938.676560853356 |
| 2017-02-01 | 938.498200975070 |
| 2017-03-01 | 940.693955985477 |
| 2017-04-01 | 942.551090356940 |
| 2017-05-01 | 946.031931507816 |
| 2017-06-01 | 948.423963428749 |
| 2017-07-01 | 946.223790302647 |
| 2017-08-01 | 945.575364274318 |
| 2017-09-01 | 923.847189935789 |
| 2017-10-01 | 943.832752270886 |
| 2017-11-01 | 946.810842374594 |
| 2017-12-01 | 950.205438882115 |
| 2018-01-01 | 950.205703569627 |
| 2018-02-01 | 954.458528240942 |
| 2018-03-01 | 956.245217394226 |
| 2018-04-01 | 955.423414090274 |
| 2018-05-01 | 956.797533739072 |
| 2018-06-01 | 958.641442283793 |
| 2018-07-01 | 960.198419627565 |
| 2018-08-01 | 964.234656102169 |
| 2018-09-01 | 965.215739613847 |
| 2018-10-01 | 967.747459280556 |
| 2018-11-01 | 969.071970444370 |
| 2018-12-01 | 968.410940563780 |
| 2019-01-01 | 972.489359508308 |
| 2019-02-01 | 974.190647710243 |
| 2019-03-01 | 975.256810176862 |
| 2019-04-01 | 976.395581609500 |
| 2019-05-01 | 976.303579347959 |
| 2019-06-01 | 977.769431029582 |
| 2019-07-01 | 981.736859979801 |
| 2019-08-01 | 983.516689213888 |
| 2019-09-01 | 980.801434141475 |
| 2019-10-01 | 986.241200605167 |
| 2019-11-01 | 989.156703561552 |
| 2019-12-01 | 989.626763077646 |
| 2020-01-01 | 992.053757682510 |
| 2020-02-01 | 993.158661698731 |
| 2020-03-01 | 979.625308790496 |
| 2020-04-01 | 807.013088146026 |
| 2020-05-01 | 831.755953200686 |
| 2020-06-01 | 877.301787619064 |
| 2020-07-01 | 874.545645769458 |
| 2020-08-01 | 872.441289679764 |
| 2020-09-01 | 882.110551545451 |
| 2020-10-01 | 897.366699021162 |
| 2020-11-01 | 900.864759788782 |
| 2020-12-01 | 909.302033632788 |
| 2021-01-01 | 912.409270384446 |
| 2021-02-01 | 918.725795843112 |
| 2021-03-01 | 923.966967486314 |
| 2021-04-01 | 929.965669591621 |
| 2021-05-01 | 936.318718179380 |
| 2021-06-01 | 945.223127065997 |
| 2021-07-01 | 957.968709634638 |
| 2021-08-01 | 960.785138052783 |
| 2021-09-01 | 963.054233140383 |
| 2021-10-01 | 978.016610533503 |
| 2021-11-01 | 983.532216527175 |
| 2021-12-01 | 986.906229469571 |
| 2022-01-01 | 989.628250828909 |
| 2022-02-01 | 999.478758579769 |
| 2022-03-01 | 1002.428636190810 |
| 2022-04-01 | 1010.721377694410 |
| 2022-05-01 | 1015.739995671520 |
| 2022-06-01 | 1019.150169127630 |
| 2022-07-01 | 1026.443416125570 |
| 2022-08-01 | 1029.764153398450 |
| 2022-09-01 | 1035.013597844910 |
| 2022-10-01 | 1036.556818959720 |
| 2022-11-01 | 1040.278305892840 |
| 2022-12-01 | 1041.012081362400 |
| 2023-01-01 | 1044.234477452930 |
| 2023-02-01 | 1045.484377367650 |
| 2023-03-01 | 1048.179691025120 |
| 2023-04-01 | 1052.843933259730 |
| 2023-05-01 | 1057.828222554690 |
| 2023-06-01 | 1062.677436946870 |
| 2023-07-01 | 1059.949378815400 |
| 2023-08-01 | 1061.494954396310 |
| 2023-09-01 | 1063.819606198420 |
| 2023-10-01 | 1068.134485779860 |
| 2023-11-01 | 1069.016878893270 |
| 2023-12-01 | 1071.824991706040 |
| 2024-01-01 | 1076.662025856340 |
| 2024-02-01 | 1077.606948840880 |
| 2024-03-01 | 1081.902987330730 |
| 2024-04-01 | 1081.901990705360 |
| 2024-05-01 | 1080.534347676540 |
| 2024-06-01 | 1081.028413917380 |
| 2024-07-01 | 1081.907779944260 |
| 2024-08-01 | 1084.603634229130 |
| 2024-09-01 | 1087.737743723340 |
| 2024-10-01 | 1085.071466567840 |
| 2024-11-01 | 1088.539729723940 |
| 2024-12-01 | 1096.173917801670 |
| 2025-01-01 | 1094.266306547920 |
| 2025-02-01 | 1094.932556022130 |
| 2025-03-01 | 1095.849089287590 |
| 2025-04-01 | 1095.025376319080 |
| 2025-05-01 | 1097.242210761240 |
| 2025-06-01 | 1098.240367016620 |
| 2025-07-01 | 1098.508263774820 |
| 2025-08-01 | 1097.128337180700 |
| 2025-09-01 | 1093.070811456490 |
| 2025-10-01 | 1093.505810676100 |
| 2025-11-01 | 1094.243460272310 |