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 2026-06-01 |
| Last Updated | 2026-07-22 10:31 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 | 601.566593693637 |
| 1990-02-01 | 603.586288287645 |
| 1990-03-01 | 604.423918192920 |
| 1990-04-01 | 601.363570743760 |
| 1990-05-01 | 601.388900237574 |
| 1990-06-01 | 605.156784154706 |
| 1990-07-01 | 601.911054672718 |
| 1990-08-01 | 603.620197719687 |
| 1990-09-01 | 602.805216701331 |
| 1990-10-01 | 602.691764000000 |
| 1990-11-01 | 603.708015413456 |
| 1990-12-01 | 600.266174814025 |
| 1991-01-01 | 593.815945297961 |
| 1991-02-01 | 590.366667061677 |
| 1991-03-01 | 587.953699073170 |
| 1991-04-01 | 586.433935252805 |
| 1991-05-01 | 585.907863015843 |
| 1991-06-01 | 585.918314847654 |
| 1991-07-01 | 588.052048598709 |
| 1991-08-01 | 589.767992569131 |
| 1991-09-01 | 589.861585979000 |
| 1991-10-01 | 587.446140448905 |
| 1991-11-01 | 587.093019079713 |
| 1991-12-01 | 580.829880150341 |
| 1992-01-01 | 587.911495898371 |
| 1992-02-01 | 587.075253078415 |
| 1992-03-01 | 587.371836754141 |
| 1992-04-01 | 592.346925252206 |
| 1992-05-01 | 590.529967045821 |
| 1992-06-01 | 591.412177466647 |
| 1992-07-01 | 590.429381759682 |
| 1992-08-01 | 588.114685473009 |
| 1992-09-01 | 581.607894494308 |
| 1992-10-01 | 589.359003692284 |
| 1992-11-01 | 590.711828034193 |
| 1992-12-01 | 594.160106046050 |
| 1993-01-01 | 601.352430510550 |
| 1993-02-01 | 604.238017289986 |
| 1993-03-01 | 606.391435571646 |
| 1993-04-01 | 613.679969080791 |
| 1993-05-01 | 613.618484747436 |
| 1993-06-01 | 614.957651722205 |
| 1993-07-01 | 618.027217883411 |
| 1993-08-01 | 619.318068012191 |
| 1993-09-01 | 621.250066634496 |
| 1993-10-01 | 625.999968412169 |
| 1993-11-01 | 627.664103869427 |
| 1993-12-01 | 627.992617328152 |
| 1994-01-01 | 628.757267685177 |
| 1994-02-01 | 631.291267624059 |
| 1994-03-01 | 632.209005464941 |
| 1994-04-01 | 632.405763201115 |
| 1994-05-01 | 632.729673558267 |
| 1994-06-01 | 633.503597838310 |
| 1994-07-01 | 635.105801903688 |
| 1994-08-01 | 635.850039848391 |
| 1994-09-01 | 638.833257999695 |
| 1994-10-01 | 641.469936531819 |
| 1994-11-01 | 643.183912300980 |
| 1994-12-01 | 645.695644793571 |
| 1995-01-01 | 648.609990838652 |
| 1995-02-01 | 650.337970953752 |
| 1995-03-01 | 651.924140036960 |
| 1995-04-01 | 647.055510352996 |
| 1995-05-01 | 649.844639800246 |
| 1995-06-01 | 650.959523298114 |
| 1995-07-01 | 651.936727544641 |
| 1995-08-01 | 656.589611906557 |
| 1995-09-01 | 657.117907011071 |
| 1995-10-01 | 657.076545221048 |
| 1995-11-01 | 661.661029043086 |
| 1995-12-01 | 660.459373525538 |
| 1996-01-01 | 657.291587601535 |
| 1996-02-01 | 659.514726658099 |
| 1996-03-01 | 661.720024427455 |
| 1996-04-01 | 659.231861006885 |
| 1996-05-01 | 664.331635014218 |
| 1996-06-01 | 666.816069634732 |
| 1996-07-01 | 666.458122762797 |
| 1996-08-01 | 669.267543149473 |
| 1996-09-01 | 670.733551589798 |
| 1996-10-01 | 673.265340727765 |
| 1996-11-01 | 675.382571298249 |
| 1996-12-01 | 676.949747156018 |
| 1997-01-01 | 680.263067393008 |
| 1997-02-01 | 681.867620591235 |
| 1997-03-01 | 685.082094563623 |
| 1997-04-01 | 690.159415874332 |
| 1997-05-01 | 693.182539674753 |
| 1997-06-01 | 693.557937207667 |
| 1997-07-01 | 695.739719600906 |
| 1997-08-01 | 696.962093467690 |
| 1997-09-01 | 700.360713606549 |
| 1997-10-01 | 699.720588471141 |
| 1997-11-01 | 699.536437137473 |
| 1997-12-01 | 701.003633217590 |
| 1998-01-01 | 700.938378551260 |
| 1998-02-01 | 701.854864041028 |
| 1998-03-01 | 703.373061526625 |
| 1998-04-01 | 702.655944459005 |
| 1998-05-01 | 704.904773225223 |
| 1998-06-01 | 706.159585552662 |
| 1998-07-01 | 708.151259027676 |
| 1998-08-01 | 708.889728450787 |
| 1998-09-01 | 712.151217457780 |
| 1998-10-01 | 719.651863195232 |
| 1998-11-01 | 720.910016254833 |
| 1998-12-01 | 724.696396230117 |
| 1999-01-01 | 716.036405292775 |
| 1999-02-01 | 719.675299192793 |
| 1999-03-01 | 719.597025233394 |
| 1999-04-01 | 722.180657612480 |
| 1999-05-01 | 721.941400110658 |
| 1999-06-01 | 725.627677206336 |
| 1999-07-01 | 728.463363840046 |
| 1999-08-01 | 728.921152373992 |
| 1999-09-01 | 729.216909446873 |
| 1999-10-01 | 733.544620923631 |
| 1999-11-01 | 736.521229618416 |
| 1999-12-01 | 740.180231383966 |
| 2000-01-01 | 736.270625978978 |
| 2000-02-01 | 735.531930352787 |
| 2000-03-01 | 735.339081583614 |
| 2000-04-01 | 743.239709833038 |
| 2000-05-01 | 744.514921530593 |
| 2000-06-01 | 747.797556950772 |
| 2000-07-01 | 750.021637815907 |
| 2000-08-01 | 753.285684873809 |
| 2000-09-01 | 756.167144179292 |
| 2000-10-01 | 753.836487372533 |
| 2000-11-01 | 758.253928650817 |
| 2000-12-01 | 760.216897221618 |
| 2001-01-01 | 760.793469908055 |
| 2001-02-01 | 762.905800522881 |
| 2001-03-01 | 764.679567117944 |
| 2001-04-01 | 762.691235238803 |
| 2001-05-01 | 763.107683423904 |
| 2001-06-01 | 764.554062125606 |
| 2001-07-01 | 763.569912859387 |
| 2001-08-01 | 763.438300307260 |
| 2001-09-01 | 760.884221380643 |
| 2001-10-01 | 754.607544793656 |
| 2001-11-01 | 751.306015988982 |
| 2001-12-01 | 749.468362473542 |
| 2002-01-01 | 749.860326968434 |
| 2002-02-01 | 749.123409116296 |
| 2002-03-01 | 749.103686755380 |
| 2002-04-01 | 747.675278847852 |
| 2002-05-01 | 749.061224671610 |
| 2002-06-01 | 748.289634088160 |
| 2002-07-01 | 745.799259259901 |
| 2002-08-01 | 745.521034120829 |
| 2002-09-01 | 744.659971887414 |
| 2002-10-01 | 745.298161724514 |
| 2002-11-01 | 744.221002473231 |
| 2002-12-01 | 742.713763458729 |
| 2003-01-01 | 745.024041883995 |
| 2003-02-01 | 745.780137920963 |
| 2003-03-01 | 744.411044292251 |
| 2003-04-01 | 742.894338753307 |
| 2003-05-01 | 739.983232122148 |
| 2003-06-01 | 738.304688143919 |
| 2003-07-01 | 737.276104279055 |
| 2003-08-01 | 736.392779554108 |
| 2003-09-01 | 737.604858899714 |
| 2003-10-01 | 742.820109267947 |
| 2003-11-01 | 740.124202698159 |
| 2003-12-01 | 744.174105368757 |
| 2004-01-01 | 747.727250873553 |
| 2004-02-01 | 749.169531269021 |
| 2004-03-01 | 749.623404067837 |
| 2004-04-01 | 756.108588883688 |
| 2004-05-01 | 754.970254106398 |
| 2004-06-01 | 755.755990183812 |
| 2004-07-01 | 761.396990048716 |
| 2004-08-01 | 761.081296148371 |
| 2004-09-01 | 758.186493221126 |
| 2004-10-01 | 766.550525113801 |
| 2004-11-01 | 769.261721478358 |
| 2004-12-01 | 769.491305285460 |
| 2005-01-01 | 765.768547281271 |
| 2005-02-01 | 769.471403356064 |
| 2005-03-01 | 767.950128299502 |
| 2005-04-01 | 778.321166312223 |
| 2005-05-01 | 776.827502077735 |
| 2005-06-01 | 777.224701124608 |
| 2005-07-01 | 783.546036796272 |
| 2005-08-01 | 785.480115308335 |
| 2005-09-01 | 786.847369832224 |
| 2005-10-01 | 784.605149940301 |
| 2005-11-01 | 784.964702471921 |
| 2005-12-01 | 786.549031088632 |
| 2006-01-01 | 787.698314420438 |
| 2006-02-01 | 789.074512109935 |
| 2006-03-01 | 790.739389410653 |
| 2006-04-01 | 791.706016282927 |
| 2006-05-01 | 793.673355812552 |
| 2006-06-01 | 796.608252930684 |
| 2006-07-01 | 796.241070545052 |
| 2006-08-01 | 798.649711186395 |
| 2006-09-01 | 798.295673455957 |
| 2006-10-01 | 798.592470581315 |
| 2006-11-01 | 799.868175148429 |
| 2006-12-01 | 801.658732107962 |
| 2007-01-01 | 802.728135474932 |
| 2007-02-01 | 804.575254933122 |
| 2007-03-01 | 806.331618370914 |
| 2007-04-01 | 804.730043223366 |
| 2007-05-01 | 806.792017547213 |
| 2007-06-01 | 808.139012209106 |
| 2007-07-01 | 806.432375448144 |
| 2007-08-01 | 807.528330862073 |
| 2007-09-01 | 809.417832125150 |
| 2007-10-01 | 809.130190897512 |
| 2007-11-01 | 811.537626016371 |
| 2007-12-01 | 812.870076291112 |
| 2008-01-01 | 811.255220619559 |
| 2008-02-01 | 812.046097538166 |
| 2008-03-01 | 811.598850770315 |
| 2008-04-01 | 809.133235781598 |
| 2008-05-01 | 807.667012087721 |
| 2008-06-01 | 803.431657256910 |
| 2008-07-01 | 797.616504836251 |
| 2008-08-01 | 797.647694052327 |
| 2008-09-01 | 793.433697080738 |
| 2008-10-01 | 790.137643991380 |
| 2008-11-01 | 785.708316720396 |
| 2008-12-01 | 783.007096620519 |
| 2009-01-01 | 775.894524200941 |
| 2009-02-01 | 770.871028206867 |
| 2009-03-01 | 765.065427499593 |
| 2009-04-01 | 763.144869999156 |
| 2009-05-01 | 761.036596590729 |
| 2009-06-01 | 761.452117580918 |
| 2009-07-01 | 759.175598492800 |
| 2009-08-01 | 757.959906146711 |
| 2009-09-01 | 757.852720587012 |
| 2009-10-01 | 759.451849040523 |
| 2009-11-01 | 758.877399492642 |
| 2009-12-01 | 759.266189220179 |
| 2010-01-01 | 759.739584240084 |
| 2010-02-01 | 761.278528360742 |
| 2010-03-01 | 762.030999610456 |
| 2010-04-01 | 764.980748951194 |
| 2010-05-01 | 764.972578584299 |
| 2010-06-01 | 767.470427439613 |
| 2010-07-01 | 770.393880736446 |
| 2010-08-01 | 771.873868722292 |
| 2010-09-01 | 771.501165490818 |
| 2010-10-01 | 776.803980469457 |
| 2010-11-01 | 779.295353314501 |
| 2010-12-01 | 781.440762644943 |
| 2011-01-01 | 784.152789449627 |
| 2011-02-01 | 784.815024254261 |
| 2011-03-01 | 785.562453204234 |
| 2011-04-01 | 792.703009168808 |
| 2011-05-01 | 792.060859670771 |
| 2011-06-01 | 793.076247434799 |
| 2011-07-01 | 796.568634864910 |
| 2011-08-01 | 798.278990488911 |
| 2011-09-01 | 801.166640768435 |
| 2011-10-01 | 801.107988225839 |
| 2011-11-01 | 802.610967386378 |
| 2011-12-01 | 804.982556813979 |
| 2012-01-01 | 809.485334808726 |
| 2012-02-01 | 811.352910732929 |
| 2012-03-01 | 815.196762646870 |
| 2012-04-01 | 818.571906390596 |
| 2012-05-01 | 820.478265750281 |
| 2012-06-01 | 821.424849641440 |
| 2012-07-01 | 823.180634918937 |
| 2012-08-01 | 824.504260108455 |
| 2012-09-01 | 826.553050867297 |
| 2012-10-01 | 830.868595773465 |
| 2012-11-01 | 833.073109898345 |
| 2012-12-01 | 832.680282904055 |
| 2013-01-01 | 835.914934061555 |
| 2013-02-01 | 838.980871568258 |
| 2013-03-01 | 840.440140998019 |
| 2013-04-01 | 841.313005702256 |
| 2013-05-01 | 843.693317513396 |
| 2013-06-01 | 846.314370128189 |
| 2013-07-01 | 846.526042151364 |
| 2013-08-01 | 849.108056116192 |
| 2013-09-01 | 849.829361520480 |
| 2013-10-01 | 850.084432579979 |
| 2013-11-01 | 853.182540948651 |
| 2013-12-01 | 855.456960844891 |
| 2014-01-01 | 857.856697520289 |
| 2014-02-01 | 860.706031675486 |
| 2014-03-01 | 862.325837843481 |
| 2014-04-01 | 866.374180475980 |
| 2014-05-01 | 869.232022118185 |
| 2014-06-01 | 871.691919170391 |
| 2014-07-01 | 874.430070129000 |
| 2014-08-01 | 879.039739184318 |
| 2014-09-01 | 882.577987388711 |
| 2014-10-01 | 886.638687925337 |
| 2014-11-01 | 890.629542504676 |
| 2014-12-01 | 892.758573603824 |
| 2015-01-01 | 894.507299059901 |
| 2015-02-01 | 895.269497243812 |
| 2015-03-01 | 897.995552727952 |
| 2015-04-01 | 899.813914295802 |
| 2015-05-01 | 901.793908177902 |
| 2015-06-01 | 904.354132115968 |
| 2015-07-01 | 907.111147861271 |
| 2015-08-01 | 909.298378561956 |
| 2015-09-01 | 910.256540585815 |
| 2015-10-01 | 915.647791664246 |
| 2015-11-01 | 917.490606112724 |
| 2015-12-01 | 920.622148268570 |
| 2016-01-01 | 920.100952801728 |
| 2016-02-01 | 921.633627329947 |
| 2016-03-01 | 923.074867421827 |
| 2016-04-01 | 928.119723867071 |
| 2016-05-01 | 927.403722778840 |
| 2016-06-01 | 927.078542290367 |
| 2016-07-01 | 932.300306241405 |
| 2016-08-01 | 933.177043771750 |
| 2016-09-01 | 936.175248260656 |
| 2016-10-01 | 935.439174742612 |
| 2016-11-01 | 935.539622019633 |
| 2016-12-01 | 936.628600100548 |
| 2017-01-01 | 938.677106141835 |
| 2017-02-01 | 938.427191663059 |
| 2017-03-01 | 940.696676818612 |
| 2017-04-01 | 942.485425039765 |
| 2017-05-01 | 945.996356356347 |
| 2017-06-01 | 948.307187514256 |
| 2017-07-01 | 946.216870872051 |
| 2017-08-01 | 945.607361894983 |
| 2017-09-01 | 923.988744569965 |
| 2017-10-01 | 943.931849974456 |
| 2017-11-01 | 946.828300343525 |
| 2017-12-01 | 950.251710880469 |
| 2018-01-01 | 950.292887968758 |
| 2018-02-01 | 954.565792251745 |
| 2018-03-01 | 956.157659327554 |
| 2018-04-01 | 955.342597931041 |
| 2018-05-01 | 956.729854772997 |
| 2018-06-01 | 958.509166545370 |
| 2018-07-01 | 960.188580962071 |
| 2018-08-01 | 964.265618268106 |
| 2018-09-01 | 965.338574583504 |
| 2018-10-01 | 967.946054511375 |
| 2018-11-01 | 969.011116109950 |
| 2018-12-01 | 968.385387399315 |
| 2019-01-01 | 972.411367172001 |
| 2019-02-01 | 974.204815590301 |
| 2019-03-01 | 975.266653677344 |
| 2019-04-01 | 976.304562156023 |
| 2019-05-01 | 976.199129713789 |
| 2019-06-01 | 977.629400371857 |
| 2019-07-01 | 981.706554921539 |
| 2019-08-01 | 983.541788447621 |
| 2019-09-01 | 980.908537994977 |
| 2019-10-01 | 986.533128807792 |
| 2019-11-01 | 989.225604850400 |
| 2019-12-01 | 989.650683132301 |
| 2020-01-01 | 991.929837173976 |
| 2020-02-01 | 993.179715944360 |
| 2020-03-01 | 979.603971046060 |
| 2020-04-01 | 806.927189155071 |
| 2020-05-01 | 831.644088855692 |
| 2020-06-01 | 877.104984356459 |
| 2020-07-01 | 874.506868317671 |
| 2020-08-01 | 872.455061402873 |
| 2020-09-01 | 882.211118724458 |
| 2020-10-01 | 897.739456119071 |
| 2020-11-01 | 900.997551190275 |
| 2020-12-01 | 909.403987973958 |
| 2021-01-01 | 912.274120903426 |
| 2021-02-01 | 918.740570499803 |
| 2021-03-01 | 923.876769895027 |
| 2021-04-01 | 929.790362841939 |
| 2021-05-01 | 936.128834061979 |
| 2021-06-01 | 944.889302778995 |
| 2021-07-01 | 957.898705599574 |
| 2021-08-01 | 960.841430781082 |
| 2021-09-01 | 963.187870046154 |
| 2021-10-01 | 978.569754688440 |
| 2021-11-01 | 983.668959401402 |
| 2021-12-01 | 987.425413723002 |
| 2022-01-01 | 989.571119545600 |
| 2022-02-01 | 999.358485200789 |
| 2022-03-01 | 1002.126472797000 |
| 2022-04-01 | 1010.226018674970 |
| 2022-05-01 | 1015.430644844080 |
| 2022-06-01 | 1018.523939242870 |
| 2022-07-01 | 1026.529013292460 |
| 2022-08-01 | 1029.810169103750 |
| 2022-09-01 | 1035.131693728390 |
| 2022-10-01 | 1037.450422277550 |
| 2022-11-01 | 1040.809928598930 |
| 2022-12-01 | 1041.887651427220 |
| 2023-01-01 | 1044.322638306000 |
| 2023-02-01 | 1045.068982723170 |
| 2023-03-01 | 1047.474129822700 |
| 2023-04-01 | 1051.867755387920 |
| 2023-05-01 | 1057.617470348860 |
| 2023-06-01 | 1061.709434598820 |
| 2023-07-01 | 1060.323359255370 |
| 2023-08-01 | 1062.049442929260 |
| 2023-09-01 | 1064.274582510640 |
| 2023-10-01 | 1069.616515313310 |
| 2023-11-01 | 1070.283465712480 |
| 2023-12-01 | 1073.554384645190 |
| 2024-01-01 | 1077.413612778600 |
| 2024-02-01 | 1077.120334060280 |
| 2024-03-01 | 1081.034767077800 |
| 2024-04-01 | 1081.367487755840 |
| 2024-05-01 | 1082.130689778130 |
| 2024-06-01 | 1082.953664719520 |
| 2024-07-01 | 1086.126736029700 |
| 2024-08-01 | 1088.746215701180 |
| 2024-09-01 | 1092.689341116140 |
| 2024-10-01 | 1089.753597910360 |
| 2024-11-01 | 1095.407338143890 |
| 2024-12-01 | 1096.279584404550 |
| 2025-01-01 | 1103.180004518280 |
| 2025-02-01 | 1102.248406873810 |
| 2025-03-01 | 1103.580601555080 |
| 2025-04-01 | 1103.336975524510 |
| 2025-05-01 | 1102.977439910540 |
| 2025-06-01 | 1102.147618587850 |
| 2025-07-01 | 1098.785837453800 |
| 2025-08-01 | 1099.033794090030 |
| 2025-09-01 | 1096.539300045500 |
| 2025-10-01 | 1095.319171718630 |
| 2025-11-01 | 1095.848305994380 |
| 2025-12-01 | 1098.675401164660 |
| 2026-01-01 | 1098.911952219330 |
| 2026-02-01 | 1103.312373905080 |
| 2026-03-01 | 1104.800182879200 |
| 2026-04-01 | 1107.403554209260 |
| 2026-05-01 | 1108.086834452830 |
| 2026-06-01 | 1112.838961416150 |