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 2026-08-01 |
| Last Updated | 2026-09-18 11:07 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 | 601.5667012905 |
| 1990-02-01 | 603.5862719416 |
| 1990-03-01 | 604.4238961017 |
| 1990-04-01 | 601.3639018472 |
| 1990-05-01 | 601.3888745348 |
| 1990-06-01 | 605.1567445136 |
| 1990-07-01 | 601.9110207484 |
| 1990-08-01 | 603.6201600642 |
| 1990-09-01 | 602.8052779255 |
| 1990-10-01 | 602.6917156832 |
| 1990-11-01 | 603.7079859993 |
| 1990-12-01 | 600.2659349007 |
| 1991-01-01 | 593.8160481087 |
| 1991-02-01 | 590.3666535396 |
| 1991-03-01 | 587.9536871925 |
| 1991-04-01 | 586.4342436527 |
| 1991-05-01 | 585.9078451493 |
| 1991-06-01 | 585.9182792253 |
| 1991-07-01 | 588.0520144468 |
| 1991-08-01 | 589.7679559209 |
| 1991-09-01 | 589.8616325872 |
| 1991-10-01 | 587.4460883183 |
| 1991-11-01 | 587.0929863329 |
| 1991-12-01 | 580.8296710512 |
| 1992-01-01 | 587.9115878196 |
| 1992-02-01 | 587.0752299378 |
| 1992-03-01 | 587.3718711063 |
| 1992-04-01 | 592.3472143009 |
| 1992-05-01 | 590.5299437397 |
| 1992-06-01 | 591.4121439237 |
| 1992-07-01 | 590.4293433054 |
| 1992-08-01 | 588.1146449856 |
| 1992-09-01 | 581.6079302870 |
| 1992-10-01 | 589.3589560044 |
| 1992-11-01 | 590.7117544866 |
| 1992-12-01 | 594.1599189827 |
| 1993-01-01 | 601.3525539912 |
| 1993-02-01 | 604.2379764045 |
| 1993-03-01 | 606.3915066056 |
| 1993-04-01 | 613.6802672358 |
| 1993-05-01 | 613.6184528444 |
| 1993-06-01 | 614.9576195046 |
| 1993-07-01 | 618.0271772702 |
| 1993-08-01 | 619.3180221468 |
| 1993-09-01 | 621.2500834697 |
| 1993-10-01 | 625.9998933004 |
| 1993-11-01 | 627.6639516844 |
| 1993-12-01 | 627.9924588219 |
| 1994-01-01 | 628.7574367179 |
| 1994-02-01 | 631.2912277101 |
| 1994-03-01 | 632.2091469949 |
| 1994-04-01 | 632.4060614417 |
| 1994-05-01 | 632.7296534703 |
| 1994-06-01 | 633.5035802479 |
| 1994-07-01 | 635.1057609941 |
| 1994-08-01 | 635.8499732696 |
| 1994-09-01 | 638.8332545703 |
| 1994-10-01 | 641.4697820346 |
| 1994-11-01 | 643.1836350242 |
| 1994-12-01 | 645.6954943885 |
| 1995-01-01 | 648.6102180701 |
| 1995-02-01 | 650.3379987061 |
| 1995-03-01 | 651.9243693823 |
| 1995-04-01 | 647.0558293366 |
| 1995-05-01 | 649.8446666316 |
| 1995-06-01 | 650.9595467937 |
| 1995-07-01 | 651.9367026977 |
| 1995-08-01 | 656.5895107983 |
| 1995-09-01 | 657.1178587542 |
| 1995-10-01 | 657.0762686413 |
| 1995-11-01 | 661.6605404938 |
| 1995-12-01 | 660.4589571527 |
| 1996-01-01 | 657.2920892755 |
| 1996-02-01 | 659.5149522495 |
| 1996-03-01 | 661.7203957795 |
| 1996-04-01 | 659.2322091149 |
| 1996-05-01 | 664.3316943727 |
| 1996-06-01 | 666.8161391353 |
| 1996-07-01 | 666.4580969273 |
| 1996-08-01 | 669.2673862634 |
| 1996-09-01 | 670.7334449063 |
| 1996-10-01 | 673.2649360096 |
| 1996-11-01 | 675.3818741719 |
| 1996-12-01 | 676.9489607340 |
| 1997-01-01 | 680.2639155551 |
| 1997-02-01 | 681.8680916535 |
| 1997-03-01 | 685.0825717843 |
| 1997-04-01 | 690.1598624368 |
| 1997-05-01 | 693.1826346093 |
| 1997-06-01 | 693.5580408072 |
| 1997-07-01 | 695.7396839286 |
| 1997-08-01 | 696.9618789031 |
| 1997-09-01 | 700.3605154802 |
| 1997-10-01 | 699.7200993118 |
| 1997-11-01 | 699.5355694277 |
| 1997-12-01 | 701.0024524477 |
| 1998-01-01 | 700.9395349483 |
| 1998-02-01 | 701.8555791678 |
| 1998-03-01 | 703.3736230229 |
| 1998-04-01 | 702.6564495446 |
| 1998-05-01 | 704.9048795357 |
| 1998-06-01 | 706.1596891809 |
| 1998-07-01 | 708.1511875658 |
| 1998-08-01 | 708.8894714851 |
| 1998-09-01 | 712.1509699361 |
| 1998-10-01 | 719.6513599328 |
| 1998-11-01 | 720.9091079603 |
| 1998-12-01 | 724.6951140041 |
| 1999-01-01 | 716.0375746079 |
| 1999-02-01 | 719.6761093368 |
| 1999-03-01 | 719.5975942725 |
| 1999-04-01 | 722.1811712774 |
| 1999-05-01 | 721.9415213374 |
| 1999-06-01 | 725.6277693020 |
| 1999-07-01 | 728.4632772669 |
| 1999-08-01 | 728.9208960787 |
| 1999-09-01 | 729.2166302790 |
| 1999-10-01 | 733.5442196422 |
| 1999-11-01 | 736.5203844425 |
| 1999-12-01 | 740.1789380798 |
| 2000-01-01 | 736.2717479969 |
| 2000-02-01 | 735.5327198097 |
| 2000-03-01 | 735.3396068348 |
| 2000-04-01 | 743.2401552846 |
| 2000-05-01 | 744.5150075624 |
| 2000-06-01 | 747.7976109984 |
| 2000-07-01 | 750.0215322301 |
| 2000-08-01 | 753.2854665637 |
| 2000-09-01 | 756.1668956007 |
| 2000-10-01 | 753.8362162546 |
| 2000-11-01 | 758.2532788819 |
| 2000-12-01 | 760.2159144551 |
| 2001-01-01 | 760.7942945781 |
| 2001-02-01 | 762.9063956048 |
| 2001-03-01 | 764.6799621942 |
| 2001-04-01 | 762.6915805714 |
| 2001-05-01 | 763.1077506725 |
| 2001-06-01 | 764.5540833354 |
| 2001-07-01 | 763.5698097046 |
| 2001-08-01 | 763.4381596120 |
| 2001-09-01 | 760.8840305135 |
| 2001-10-01 | 754.6074181837 |
| 2001-11-01 | 751.3056175275 |
| 2001-12-01 | 749.4677897186 |
| 2002-01-01 | 749.8607761902 |
| 2002-02-01 | 749.1237508893 |
| 2002-03-01 | 749.1039223671 |
| 2002-04-01 | 747.6754853963 |
| 2002-05-01 | 749.0612703565 |
| 2002-06-01 | 748.2896346766 |
| 2002-07-01 | 745.7991666622 |
| 2002-08-01 | 745.5209661670 |
| 2002-09-01 | 744.6598863336 |
| 2002-10-01 | 745.2980988661 |
| 2002-11-01 | 744.2208218529 |
| 2002-12-01 | 742.7136024148 |
| 2003-01-01 | 745.0241349254 |
| 2003-02-01 | 745.7802596691 |
| 2003-03-01 | 744.4111594316 |
| 2003-04-01 | 742.8944388080 |
| 2003-05-01 | 739.9832749709 |
| 2003-06-01 | 738.3046986055 |
| 2003-07-01 | 737.2760413503 |
| 2003-08-01 | 736.3927631205 |
| 2003-09-01 | 737.6048426014 |
| 2003-10-01 | 742.8200789882 |
| 2003-11-01 | 740.1241203118 |
| 2003-12-01 | 744.1740325143 |
| 2004-01-01 | 747.7272916431 |
| 2004-02-01 | 749.1695710397 |
| 2004-03-01 | 749.6234530008 |
| 2004-04-01 | 756.1086249139 |
| 2004-05-01 | 754.9702752301 |
| 2004-06-01 | 755.7560077809 |
| 2004-07-01 | 761.3969443284 |
| 2004-08-01 | 761.0813028161 |
| 2004-09-01 | 758.1865071767 |
| 2004-10-01 | 766.5504806864 |
| 2004-11-01 | 769.2616997248 |
| 2004-12-01 | 769.4912664560 |
| 2005-01-01 | 765.7685754692 |
| 2005-02-01 | 769.4714145806 |
| 2005-03-01 | 767.9501477764 |
| 2005-04-01 | 778.3211817139 |
| 2005-05-01 | 776.8275153991 |
| 2005-06-01 | 777.2247211458 |
| 2005-07-01 | 783.5459961313 |
| 2005-08-01 | 785.4801244980 |
| 2005-09-01 | 786.8473772236 |
| 2005-10-01 | 784.6051119645 |
| 2005-11-01 | 784.9647026910 |
| 2005-12-01 | 786.5490080557 |
| 2006-01-01 | 787.6983374563 |
| 2006-02-01 | 789.0745195629 |
| 2006-03-01 | 790.7394033912 |
| 2006-04-01 | 791.7060257728 |
| 2006-05-01 | 793.6733612184 |
| 2006-06-01 | 796.6082658988 |
| 2006-07-01 | 796.2410384504 |
| 2006-08-01 | 798.6497140788 |
| 2006-09-01 | 798.2956756501 |
| 2006-10-01 | 798.5924493440 |
| 2006-11-01 | 799.8681728422 |
| 2006-12-01 | 801.6587322360 |
| 2007-01-01 | 802.7281486018 |
| 2007-02-01 | 804.5752580014 |
| 2007-03-01 | 806.3316256743 |
| 2007-04-01 | 804.7300491095 |
| 2007-05-01 | 806.7920186315 |
| 2007-06-01 | 808.1390184401 |
| 2007-07-01 | 806.4323562213 |
| 2007-08-01 | 807.5283280137 |
| 2007-09-01 | 809.4178279935 |
| 2007-10-01 | 809.1301883686 |
| 2007-11-01 | 811.5376257460 |
| 2007-12-01 | 812.8700788126 |
| 2008-01-01 | 811.2552296180 |
| 2008-02-01 | 812.0460999863 |
| 2008-03-01 | 811.5988523716 |
| 2008-04-01 | 809.1332395405 |
| 2008-05-01 | 807.6670121624 |
| 2008-06-01 | 803.4316573235 |
| 2008-07-01 | 797.6164982518 |
| 2008-08-01 | 797.6476854202 |
| 2008-09-01 | 793.4336888151 |
| 2008-10-01 | 790.1376423919 |
| 2008-11-01 | 785.7083218020 |
| 2008-12-01 | 783.0071055756 |
| 2009-01-01 | 775.8945318520 |
| 2009-02-01 | 770.8710317887 |
| 2009-03-01 | 765.0654254502 |
| 2009-04-01 | 763.1448751317 |
| 2009-05-01 | 761.0365978009 |
| 2009-06-01 | 761.4521144385 |
| 2009-07-01 | 759.1755903066 |
| 2009-08-01 | 757.9598975469 |
| 2009-09-01 | 757.8526970570 |
| 2009-10-01 | 759.4518421819 |
| 2009-11-01 | 758.8773937185 |
| 2009-12-01 | 759.2662512267 |
| 2010-01-01 | 759.7395788110 |
| 2010-02-01 | 761.2785257542 |
| 2010-03-01 | 762.0309994325 |
| 2010-04-01 | 764.9807653347 |
| 2010-05-01 | 764.9725886263 |
| 2010-06-01 | 767.4704275708 |
| 2010-07-01 | 770.3938630204 |
| 2010-08-01 | 771.8738360863 |
| 2010-09-01 | 771.5010994770 |
| 2010-10-01 | 776.8039541064 |
| 2010-11-01 | 779.2953413801 |
| 2010-12-01 | 781.4408978057 |
| 2011-01-01 | 784.1527871066 |
| 2011-02-01 | 784.8150279161 |
| 2011-03-01 | 785.5624701454 |
| 2011-04-01 | 792.7030553093 |
| 2011-05-01 | 792.0609055073 |
| 2011-06-01 | 793.0762625102 |
| 2011-07-01 | 796.5685834149 |
| 2011-08-01 | 798.2788655060 |
| 2011-09-01 | 801.1664454344 |
| 2011-10-01 | 801.1078849495 |
| 2011-11-01 | 802.6109747832 |
| 2011-12-01 | 804.9828260401 |
| 2012-01-01 | 809.4854133523 |
| 2012-02-01 | 811.3529946389 |
| 2012-03-01 | 815.1968609768 |
| 2012-04-01 | 818.5720021423 |
| 2012-05-01 | 820.4783073300 |
| 2012-06-01 | 821.4247944301 |
| 2012-07-01 | 823.1804965779 |
| 2012-08-01 | 824.5041022252 |
| 2012-09-01 | 826.5522789052 |
| 2012-10-01 | 830.8685095025 |
| 2012-11-01 | 833.0731417968 |
| 2012-12-01 | 832.6811359068 |
| 2013-01-01 | 835.9150755959 |
| 2013-02-01 | 838.9810728983 |
| 2013-03-01 | 840.4403841618 |
| 2013-04-01 | 841.3131974192 |
| 2013-05-01 | 843.6932645538 |
| 2013-06-01 | 846.3138237838 |
| 2013-07-01 | 846.5258603649 |
| 2013-08-01 | 849.1080999699 |
| 2013-09-01 | 849.8274079624 |
| 2013-10-01 | 850.0846948667 |
| 2013-11-01 | 853.1827624035 |
| 2013-12-01 | 855.4584991143 |
| 2014-01-01 | 857.8569739023 |
| 2014-02-01 | 860.7063942111 |
| 2014-03-01 | 862.3263316018 |
| 2014-04-01 | 866.3747154108 |
| 2014-05-01 | 869.2323499131 |
| 2014-06-01 | 871.6890871894 |
| 2014-07-01 | 874.4302196951 |
| 2014-08-01 | 879.0398734091 |
| 2014-09-01 | 882.5745036622 |
| 2014-10-01 | 886.6401783670 |
| 2014-11-01 | 890.6295686216 |
| 2014-12-01 | 892.7607644042 |
| 2015-01-01 | 894.5080336587 |
| 2015-02-01 | 895.2706027873 |
| 2015-03-01 | 897.9968070325 |
| 2015-04-01 | 899.8150281724 |
| 2015-05-01 | 901.7945615121 |
| 2015-06-01 | 904.3484373267 |
| 2015-07-01 | 907.1109715606 |
| 2015-08-01 | 909.2977240574 |
| 2015-09-01 | 910.2513045238 |
| 2015-10-01 | 915.6502162318 |
| 2015-11-01 | 917.4906987963 |
| 2015-12-01 | 920.6242518595 |
| 2016-01-01 | 920.1035832299 |
| 2016-02-01 | 921.6370041731 |
| 2016-03-01 | 923.0781450295 |
| 2016-04-01 | 928.1219378740 |
| 2016-05-01 | 927.4043608835 |
| 2016-06-01 | 927.0690831065 |
| 2016-07-01 | 932.2982282284 |
| 2016-08-01 | 933.1743561606 |
| 2016-09-01 | 936.1654477969 |
| 2016-10-01 | 935.4425885632 |
| 2016-11-01 | 935.5404743659 |
| 2016-12-01 | 936.6318479313 |
| 2017-01-01 | 938.6834012699 |
| 2017-02-01 | 938.4353587545 |
| 2017-03-01 | 940.7051716065 |
| 2017-04-01 | 942.4883935608 |
| 2017-05-01 | 945.9962475369 |
| 2017-06-01 | 948.2883948214 |
| 2017-07-01 | 946.2130771714 |
| 2017-08-01 | 945.6035658482 |
| 2017-09-01 | 923.9655560598 |
| 2017-10-01 | 943.9387703880 |
| 2017-11-01 | 946.8348850743 |
| 2017-12-01 | 950.2554530794 |
| 2018-01-01 | 950.3071972429 |
| 2018-02-01 | 954.5830897747 |
| 2018-03-01 | 956.1738808072 |
| 2018-04-01 | 955.3451601105 |
| 2018-05-01 | 956.7245126344 |
| 2018-06-01 | 958.4756622107 |
| 2018-07-01 | 960.1816827799 |
| 2018-08-01 | 964.2553210171 |
| 2018-09-01 | 965.2966482955 |
| 2018-10-01 | 967.9625332376 |
| 2018-11-01 | 969.0336599970 |
| 2018-12-01 | 968.3826897335 |
| 2019-01-01 | 972.4494669885 |
| 2019-02-01 | 974.2309208477 |
| 2019-03-01 | 975.2888736728 |
| 2019-04-01 | 976.3041776887 |
| 2019-05-01 | 976.1824956429 |
| 2019-06-01 | 977.5747295292 |
| 2019-07-01 | 981.6906625372 |
| 2019-08-01 | 983.5244210059 |
| 2019-09-01 | 980.8546761124 |
| 2019-10-01 | 986.5621295903 |
| 2019-11-01 | 989.2660233860 |
| 2019-12-01 | 989.6444386356 |
| 2020-01-01 | 991.9970568102 |
| 2020-02-01 | 993.2119898994 |
| 2020-03-01 | 979.6297286132 |
| 2020-04-01 | 806.9344286527 |
| 2020-05-01 | 831.6418090307 |
| 2020-06-01 | 876.9557513293 |
| 2020-07-01 | 874.5072982932 |
| 2020-08-01 | 872.4454357508 |
| 2020-09-01 | 882.1663437817 |
| 2020-10-01 | 897.7791782426 |
| 2020-11-01 | 901.0579477088 |
| 2020-12-01 | 909.4062763289 |
| 2021-01-01 | 912.3616713576 |
| 2021-02-01 | 918.7717920495 |
| 2021-03-01 | 923.8941508231 |
| 2021-04-01 | 929.7914899703 |
| 2021-05-01 | 936.1228346185 |
| 2021-06-01 | 944.6085860434 |
| 2021-07-01 | 957.9101008244 |
| 2021-08-01 | 960.8492431872 |
| 2021-09-01 | 963.1663338508 |
| 2021-10-01 | 978.6430901445 |
| 2021-11-01 | 983.7759789545 |
| 2021-12-01 | 987.4705236336 |
| 2022-01-01 | 989.6838133603 |
| 2022-02-01 | 999.3951037435 |
| 2022-03-01 | 1002.1154367348 |
| 2022-04-01 | 1010.1802833513 |
| 2022-05-01 | 1015.3803440612 |
| 2022-06-01 | 1018.0735119912 |
| 2022-07-01 | 1026.5483360978 |
| 2022-08-01 | 1029.8496848073 |
| 2022-09-01 | 1035.1719877936 |
| 2022-10-01 | 1037.5870068992 |
| 2022-11-01 | 1041.0041134713 |
| 2022-12-01 | 1042.0256810559 |
| 2023-01-01 | 1044.4867030164 |
| 2023-02-01 | 1045.1204260747 |
| 2023-03-01 | 1047.4118331997 |
| 2023-04-01 | 1051.6916592653 |
| 2023-05-01 | 1057.3337584381 |
| 2023-06-01 | 1061.1621554645 |
| 2023-07-01 | 1060.3337862668 |
| 2023-08-01 | 1062.1806802640 |
| 2023-09-01 | 1064.3687846218 |
| 2023-10-01 | 1069.8665425047 |
| 2023-11-01 | 1070.6179552251 |
| 2023-12-01 | 1073.8233181713 |
| 2024-01-01 | 1077.6450317576 |
| 2024-02-01 | 1077.1982648227 |
| 2024-03-01 | 1080.8787570028 |
| 2024-04-01 | 1080.9937609823 |
| 2024-05-01 | 1081.5633071383 |
| 2024-06-01 | 1082.2811701632 |
| 2024-07-01 | 1086.1405424045 |
| 2024-08-01 | 1089.0474594034 |
| 2024-09-01 | 1092.8295106625 |
| 2024-10-01 | 1090.1253469917 |
| 2024-11-01 | 1095.8987668522 |
| 2024-12-01 | 1096.6802909373 |
| 2025-01-01 | 1103.4860049687 |
| 2025-02-01 | 1102.3581284018 |
| 2025-03-01 | 1103.3274752663 |
| 2025-04-01 | 1102.7356739886 |
| 2025-05-01 | 1102.0601178393 |
| 2025-06-01 | 1101.4466410693 |
| 2025-07-01 | 1098.7866766802 |
| 2025-08-01 | 1099.5279893784 |
| 2025-09-01 | 1096.6909613810 |
| 2025-10-01 | 1095.8058508049 |
| 2025-11-01 | 1096.4742970809 |
| 2025-12-01 | 1099.1702196502 |
| 2026-01-01 | 1099.2662290952 |
| 2026-02-01 | 1103.4459601459 |
| 2026-03-01 | 1104.4540350842 |
| 2026-04-01 | 1106.6124048380 |
| 2026-05-01 | 1106.9361908913 |
| 2026-06-01 | 1112.7316714872 |
| 2026-07-01 | 1108.9829013100 |
| 2026-08-01 | 1107.7162319366 |