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 2026-04-01 |
| Last Updated | 2026-05-26 2:14 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 | 600.420095386160 |
| 1990-02-01 | 603.685881258962 |
| 1990-03-01 | 604.559723394130 |
| 1990-04-01 | 601.574655612305 |
| 1990-05-01 | 601.485757576933 |
| 1990-06-01 | 605.263594681693 |
| 1990-07-01 | 602.003100399964 |
| 1990-08-01 | 603.698571955546 |
| 1990-09-01 | 602.876115396578 |
| 1990-10-01 | 602.768639511544 |
| 1990-11-01 | 603.673751037628 |
| 1990-12-01 | 600.413141349714 |
| 1991-01-01 | 592.783887197670 |
| 1991-02-01 | 590.456898794162 |
| 1991-03-01 | 588.076778195168 |
| 1991-04-01 | 586.626452588212 |
| 1991-05-01 | 585.998829384899 |
| 1991-06-01 | 586.016384570500 |
| 1991-07-01 | 588.130114282925 |
| 1991-08-01 | 589.829973750311 |
| 1991-09-01 | 589.918303623125 |
| 1991-10-01 | 587.507865764695 |
| 1991-11-01 | 587.058719614706 |
| 1991-12-01 | 580.948818762350 |
| 1992-01-01 | 587.065732598700 |
| 1992-02-01 | 587.144000967656 |
| 1992-03-01 | 587.483132633865 |
| 1992-04-01 | 592.507782959644 |
| 1992-05-01 | 590.608903352066 |
| 1992-06-01 | 591.495389574838 |
| 1992-07-01 | 590.488658590120 |
| 1992-08-01 | 588.154721601973 |
| 1992-09-01 | 581.646778329216 |
| 1992-10-01 | 589.397716362033 |
| 1992-11-01 | 590.685883349589 |
| 1992-12-01 | 594.218375222509 |
| 1993-01-01 | 600.775246369759 |
| 1993-02-01 | 604.267177932478 |
| 1993-03-01 | 606.474475649466 |
| 1993-04-01 | 613.807387321790 |
| 1993-05-01 | 613.683141754800 |
| 1993-06-01 | 615.019302843733 |
| 1993-07-01 | 618.065946579059 |
| 1993-08-01 | 619.341065581915 |
| 1993-09-01 | 621.272583984775 |
| 1993-10-01 | 626.018675883551 |
| 1993-11-01 | 627.650832520851 |
| 1993-12-01 | 628.012785501726 |
| 1994-01-01 | 628.400048779131 |
| 1994-02-01 | 631.299680574130 |
| 1994-03-01 | 632.273753729740 |
| 1994-04-01 | 632.492339148643 |
| 1994-05-01 | 632.774644658928 |
| 1994-06-01 | 633.543037313040 |
| 1994-07-01 | 635.123637082404 |
| 1994-08-01 | 635.856870638051 |
| 1994-09-01 | 638.840906288040 |
| 1994-10-01 | 641.472432592535 |
| 1994-11-01 | 643.182326580481 |
| 1994-12-01 | 645.680953781700 |
| 1995-01-01 | 648.452481055469 |
| 1995-02-01 | 650.329812470177 |
| 1995-03-01 | 651.962566009887 |
| 1995-04-01 | 647.108136708278 |
| 1995-05-01 | 649.870961295691 |
| 1995-06-01 | 650.978352272224 |
| 1995-07-01 | 651.940224719726 |
| 1995-08-01 | 656.591188923541 |
| 1995-09-01 | 657.117822762270 |
| 1995-10-01 | 657.075728739168 |
| 1995-11-01 | 661.664816193325 |
| 1995-12-01 | 660.457293036733 |
| 1996-01-01 | 657.198009060993 |
| 1996-02-01 | 659.514141822534 |
| 1996-03-01 | 661.755175942894 |
| 1996-04-01 | 659.256884229458 |
| 1996-05-01 | 664.342918673100 |
| 1996-06-01 | 666.824750175838 |
| 1996-07-01 | 666.454980702306 |
| 1996-08-01 | 669.266294440068 |
| 1996-09-01 | 670.731468050861 |
| 1996-10-01 | 673.264887892412 |
| 1996-11-01 | 675.386799105404 |
| 1996-12-01 | 676.948458720583 |
| 1997-01-01 | 680.219279267152 |
| 1997-02-01 | 681.865179159719 |
| 1997-03-01 | 685.104014917292 |
| 1997-04-01 | 690.172219427930 |
| 1997-05-01 | 693.187078017838 |
| 1997-06-01 | 693.560853750195 |
| 1997-07-01 | 695.736022433882 |
| 1997-08-01 | 696.961481472243 |
| 1997-09-01 | 700.359019209489 |
| 1997-10-01 | 699.720710672699 |
| 1997-11-01 | 699.541359508627 |
| 1997-12-01 | 701.005955405882 |
| 1998-01-01 | 700.910081186800 |
| 1998-02-01 | 701.854541512454 |
| 1998-03-01 | 703.384916227160 |
| 1998-04-01 | 702.663059714002 |
| 1998-05-01 | 704.906779384751 |
| 1998-06-01 | 706.160985513282 |
| 1998-07-01 | 708.149148428624 |
| 1998-08-01 | 708.889184576812 |
| 1998-09-01 | 712.149687009677 |
| 1998-10-01 | 719.651896737703 |
| 1998-11-01 | 720.913677811434 |
| 1998-12-01 | 724.699182240842 |
| 1999-01-01 | 716.022203072915 |
| 1999-02-01 | 719.675975748870 |
| 1999-03-01 | 719.599062496273 |
| 1999-04-01 | 722.184161307393 |
| 1999-05-01 | 721.942956350438 |
| 1999-06-01 | 725.628414609121 |
| 1999-07-01 | 728.463170690175 |
| 1999-08-01 | 728.920837200173 |
| 1999-09-01 | 729.216385087368 |
| 1999-10-01 | 733.544252485172 |
| 1999-11-01 | 736.522693818801 |
| 1999-12-01 | 740.181430485091 |
| 2000-01-01 | 736.267904593491 |
| 2000-02-01 | 735.529938347032 |
| 2000-03-01 | 735.338863925963 |
| 2000-04-01 | 743.240460080936 |
| 2000-05-01 | 744.515805904691 |
| 2000-06-01 | 747.798013050057 |
| 2000-07-01 | 750.021866709456 |
| 2000-08-01 | 753.285894463694 |
| 2000-09-01 | 756.166991047185 |
| 2000-10-01 | 753.835767646692 |
| 2000-11-01 | 758.255096829788 |
| 2000-12-01 | 760.218388113291 |
| 2001-01-01 | 760.792161470585 |
| 2001-02-01 | 762.904588693022 |
| 2001-03-01 | 764.679160861029 |
| 2001-04-01 | 762.691114960563 |
| 2001-05-01 | 763.107801220947 |
| 2001-06-01 | 764.554296465354 |
| 2001-07-01 | 763.570193799833 |
| 2001-08-01 | 763.438516953982 |
| 2001-09-01 | 760.884464249598 |
| 2001-10-01 | 754.606742987653 |
| 2001-11-01 | 751.306712531524 |
| 2001-12-01 | 749.469395236620 |
| 2002-01-01 | 749.859825099757 |
| 2002-02-01 | 749.122848576528 |
| 2002-03-01 | 749.103458436419 |
| 2002-04-01 | 747.675062358339 |
| 2002-05-01 | 749.061112743072 |
| 2002-06-01 | 748.289684903872 |
| 2002-07-01 | 745.799438546891 |
| 2002-08-01 | 745.521164141200 |
| 2002-09-01 | 744.660108247404 |
| 2002-10-01 | 745.297807334041 |
| 2002-11-01 | 744.221334369302 |
| 2002-12-01 | 742.714111390260 |
| 2003-01-01 | 745.023977382002 |
| 2003-02-01 | 745.779927003700 |
| 2003-03-01 | 744.410921853037 |
| 2003-04-01 | 742.894217740079 |
| 2003-05-01 | 739.983178318484 |
| 2003-06-01 | 738.304685090554 |
| 2003-07-01 | 737.276207931622 |
| 2003-08-01 | 736.392821080305 |
| 2003-09-01 | 737.604891349521 |
| 2003-10-01 | 742.819919114499 |
| 2003-11-01 | 740.124360623150 |
| 2003-12-01 | 744.174289744030 |
| 2004-01-01 | 747.727208118636 |
| 2004-02-01 | 749.169488010241 |
| 2004-03-01 | 749.623346256903 |
| 2004-04-01 | 756.108538963579 |
| 2004-05-01 | 754.970222324435 |
| 2004-06-01 | 755.755971672529 |
| 2004-07-01 | 761.397054472809 |
| 2004-08-01 | 761.081281131209 |
| 2004-09-01 | 758.186454255839 |
| 2004-10-01 | 766.550541086530 |
| 2004-11-01 | 769.261753945059 |
| 2004-12-01 | 769.491403181854 |
| 2005-01-01 | 765.768515121461 |
| 2005-02-01 | 769.471394936314 |
| 2005-03-01 | 767.950102388046 |
| 2005-04-01 | 778.321140149977 |
| 2005-05-01 | 776.827480855942 |
| 2005-06-01 | 777.224673480806 |
| 2005-07-01 | 783.546089233813 |
| 2005-08-01 | 785.480099456942 |
| 2005-09-01 | 786.847354099689 |
| 2005-10-01 | 784.605183920730 |
| 2005-11-01 | 784.964704300209 |
| 2005-12-01 | 786.549089977850 |
| 2006-01-01 | 787.698287424373 |
| 2006-02-01 | 789.074503766781 |
| 2006-03-01 | 790.739366909051 |
| 2006-04-01 | 791.705997977468 |
| 2006-05-01 | 793.673344686571 |
| 2006-06-01 | 796.608233612599 |
| 2006-07-01 | 796.241112151088 |
| 2006-08-01 | 798.649706598996 |
| 2006-09-01 | 798.295670590474 |
| 2006-10-01 | 798.592495326902 |
| 2006-11-01 | 799.868184405702 |
| 2006-12-01 | 801.658736227597 |
| 2007-01-01 | 802.728121445534 |
| 2007-02-01 | 804.575251743040 |
| 2007-03-01 | 806.331604158536 |
| 2007-04-01 | 804.730033513850 |
| 2007-05-01 | 806.792016324620 |
| 2007-06-01 | 808.139004322114 |
| 2007-07-01 | 806.432399758660 |
| 2007-08-01 | 807.528331608184 |
| 2007-09-01 | 809.417833271525 |
| 2007-10-01 | 809.130193824749 |
| 2007-11-01 | 811.537629005641 |
| 2007-12-01 | 812.870078091179 |
| 2008-01-01 | 811.255213116416 |
| 2008-02-01 | 812.046097110483 |
| 2008-03-01 | 811.598845142032 |
| 2008-04-01 | 809.133233919835 |
| 2008-05-01 | 807.667014973464 |
| 2008-06-01 | 803.431656760063 |
| 2008-07-01 | 797.616507627352 |
| 2008-08-01 | 797.647693052387 |
| 2008-09-01 | 793.433693871129 |
| 2008-10-01 | 790.137643716266 |
| 2008-11-01 | 785.708318761758 |
| 2008-12-01 | 783.007100452762 |
| 2009-01-01 | 775.894526611894 |
| 2009-02-01 | 770.871028431626 |
| 2009-03-01 | 765.065425805957 |
| 2009-04-01 | 763.144872752532 |
| 2009-05-01 | 761.036598539292 |
| 2009-06-01 | 761.452117096690 |
| 2009-07-01 | 759.175595762955 |
| 2009-08-01 | 757.959901821755 |
| 2009-09-01 | 757.852700385121 |
| 2009-10-01 | 759.451845480633 |
| 2009-11-01 | 758.877395592330 |
| 2009-12-01 | 759.266229973344 |
| 2010-01-01 | 759.739580480380 |
| 2010-02-01 | 761.278526389160 |
| 2010-03-01 | 762.031000524561 |
| 2010-04-01 | 764.980758233304 |
| 2010-05-01 | 764.972585557966 |
| 2010-06-01 | 767.470428365218 |
| 2010-07-01 | 770.393871203898 |
| 2010-08-01 | 771.873849984209 |
| 2010-09-01 | 771.501114226131 |
| 2010-10-01 | 776.803965884483 |
| 2010-11-01 | 779.295346380264 |
| 2010-12-01 | 781.440853096176 |
| 2011-01-01 | 784.152789357422 |
| 2011-02-01 | 784.815027139922 |
| 2011-03-01 | 785.562463370915 |
| 2011-04-01 | 792.703030877505 |
| 2011-05-01 | 792.060881080211 |
| 2011-06-01 | 793.076252876926 |
| 2011-07-01 | 796.568607091994 |
| 2011-08-01 | 798.278927048851 |
| 2011-09-01 | 801.166518569638 |
| 2011-10-01 | 801.107935477632 |
| 2011-11-01 | 802.610974865993 |
| 2011-12-01 | 804.982723389548 |
| 2012-01-01 | 809.485370573884 |
| 2012-02-01 | 811.352948019215 |
| 2012-03-01 | 815.196810805797 |
| 2012-04-01 | 818.571953600580 |
| 2012-05-01 | 820.478287537149 |
| 2012-06-01 | 821.424833018779 |
| 2012-07-01 | 823.180584045857 |
| 2012-08-01 | 824.504196980683 |
| 2012-09-01 | 826.552572716827 |
| 2012-10-01 | 830.868555522528 |
| 2012-11-01 | 833.073140610999 |
| 2012-12-01 | 832.680707350797 |
| 2013-01-01 | 835.915012322347 |
| 2013-02-01 | 838.980980494761 |
| 2013-03-01 | 840.440280797735 |
| 2013-04-01 | 841.313063663014 |
| 2013-05-01 | 843.693369487115 |
| 2013-06-01 | 846.314094270209 |
| 2013-07-01 | 846.526015523590 |
| 2013-08-01 | 849.108064854919 |
| 2013-09-01 | 849.828303513649 |
| 2013-10-01 | 850.084480527954 |
| 2013-11-01 | 853.182637914132 |
| 2013-12-01 | 855.457695194317 |
| 2014-01-01 | 857.856869758440 |
| 2014-02-01 | 860.706237875250 |
| 2014-03-01 | 862.326114409527 |
| 2014-04-01 | 866.374362885929 |
| 2014-05-01 | 869.232299419909 |
| 2014-06-01 | 871.690648062990 |
| 2014-07-01 | 874.430273969134 |
| 2014-08-01 | 879.039926480702 |
| 2014-09-01 | 882.576011344482 |
| 2014-10-01 | 886.638961359038 |
| 2014-11-01 | 890.629750731123 |
| 2014-12-01 | 892.759704776579 |
| 2015-01-01 | 894.507770381430 |
| 2015-02-01 | 895.270059965842 |
| 2015-03-01 | 897.996089643409 |
| 2015-04-01 | 899.814118579456 |
| 2015-05-01 | 901.794165056044 |
| 2015-06-01 | 904.351499951513 |
| 2015-07-01 | 907.111381894514 |
| 2015-08-01 | 909.298611597826 |
| 2015-09-01 | 910.253930953544 |
| 2015-10-01 | 915.648316530199 |
| 2015-11-01 | 917.491109466640 |
| 2015-12-01 | 920.623444920398 |
| 2016-01-01 | 920.102237031827 |
| 2016-02-01 | 921.635027661438 |
| 2016-03-01 | 923.075852069297 |
| 2016-04-01 | 928.119777099283 |
| 2016-05-01 | 927.403360358539 |
| 2016-06-01 | 927.074107831888 |
| 2016-07-01 | 932.300138146653 |
| 2016-08-01 | 933.177328475795 |
| 2016-09-01 | 936.171954094484 |
| 2016-10-01 | 935.440073427095 |
| 2016-11-01 | 935.540608883270 |
| 2016-12-01 | 936.630438902921 |
| 2017-01-01 | 938.679452344171 |
| 2017-02-01 | 938.429977568383 |
| 2017-03-01 | 940.699325922087 |
| 2017-04-01 | 942.487312641236 |
| 2017-05-01 | 945.989678032456 |
| 2017-06-01 | 948.301107285471 |
| 2017-07-01 | 946.216601602577 |
| 2017-08-01 | 945.607433349637 |
| 2017-09-01 | 923.985936946646 |
| 2017-10-01 | 943.933453674084 |
| 2017-11-01 | 946.830379965660 |
| 2017-12-01 | 950.253455072305 |
| 2018-01-01 | 950.296794263185 |
| 2018-02-01 | 954.570374309541 |
| 2018-03-01 | 956.162231338842 |
| 2018-04-01 | 955.346225067184 |
| 2018-05-01 | 956.716040127230 |
| 2018-06-01 | 958.501077951142 |
| 2018-07-01 | 960.188033862916 |
| 2018-08-01 | 964.264630631823 |
| 2018-09-01 | 965.335517145231 |
| 2018-10-01 | 967.950905197303 |
| 2018-11-01 | 969.015092411081 |
| 2018-12-01 | 968.385195125517 |
| 2019-01-01 | 972.418595240950 |
| 2019-02-01 | 974.209014656522 |
| 2019-03-01 | 975.275436716331 |
| 2019-04-01 | 976.308268284606 |
| 2019-05-01 | 976.176883405162 |
| 2019-06-01 | 977.619889348303 |
| 2019-07-01 | 981.705973312953 |
| 2019-08-01 | 983.540545745867 |
| 2019-09-01 | 980.907676130376 |
| 2019-10-01 | 986.542291557448 |
| 2019-11-01 | 989.230989787210 |
| 2019-12-01 | 989.646417524871 |
| 2020-01-01 | 991.938279656465 |
| 2020-02-01 | 993.181571597948 |
| 2020-03-01 | 979.615635582642 |
| 2020-04-01 | 806.929443308731 |
| 2020-05-01 | 831.624484222225 |
| 2020-06-01 | 877.094399669259 |
| 2020-07-01 | 874.507161684632 |
| 2020-08-01 | 872.454684647001 |
| 2020-09-01 | 882.211919306361 |
| 2020-10-01 | 897.750421774013 |
| 2020-11-01 | 901.001119642618 |
| 2020-12-01 | 909.395067312196 |
| 2021-01-01 | 912.282705232251 |
| 2021-02-01 | 918.743079844585 |
| 2021-03-01 | 923.894596612300 |
| 2021-04-01 | 929.794615759047 |
| 2021-05-01 | 936.104862381426 |
| 2021-06-01 | 944.871104001814 |
| 2021-07-01 | 957.895201788145 |
| 2021-08-01 | 960.837587811360 |
| 2021-09-01 | 963.187532344813 |
| 2021-10-01 | 978.584841954750 |
| 2021-11-01 | 983.686564815033 |
| 2021-12-01 | 987.407812841819 |
| 2022-01-01 | 989.562331817422 |
| 2022-02-01 | 999.389600064090 |
| 2022-03-01 | 1002.162103065910 |
| 2022-04-01 | 1010.231664823970 |
| 2022-05-01 | 1015.401680046580 |
| 2022-06-01 | 1018.485900097010 |
| 2022-07-01 | 1026.508009984050 |
| 2022-08-01 | 1029.792016417400 |
| 2022-09-01 | 1035.122667413030 |
| 2022-10-01 | 1037.463948283870 |
| 2022-11-01 | 1040.847250745600 |
| 2022-12-01 | 1041.874079084650 |
| 2023-01-01 | 1044.299272030940 |
| 2023-02-01 | 1045.143539441890 |
| 2023-03-01 | 1047.570409372960 |
| 2023-04-01 | 1051.937740265930 |
| 2023-05-01 | 1057.432060077970 |
| 2023-06-01 | 1061.679659650610 |
| 2023-07-01 | 1060.310710246360 |
| 2023-08-01 | 1061.969140329620 |
| 2023-09-01 | 1064.255993605370 |
| 2023-10-01 | 1069.644853652210 |
| 2023-11-01 | 1070.340539868830 |
| 2023-12-01 | 1073.551670789020 |
| 2024-01-01 | 1077.384281811390 |
| 2024-02-01 | 1077.256349556820 |
| 2024-03-01 | 1081.192652788550 |
| 2024-04-01 | 1081.453848073500 |
| 2024-05-01 | 1081.775495237440 |
| 2024-06-01 | 1083.013214286520 |
| 2024-07-01 | 1086.124648335800 |
| 2024-08-01 | 1088.584434399090 |
| 2024-09-01 | 1092.655522105660 |
| 2024-10-01 | 1089.789643141750 |
| 2024-11-01 | 1095.463666739570 |
| 2024-12-01 | 1096.292856664590 |
| 2025-01-01 | 1103.164216965340 |
| 2025-02-01 | 1102.436126563450 |
| 2025-03-01 | 1103.804983445940 |
| 2025-04-01 | 1103.444700255920 |
| 2025-05-01 | 1102.403258974170 |
| 2025-06-01 | 1102.342428266600 |
| 2025-07-01 | 1098.807555920050 |
| 2025-08-01 | 1098.781298424250 |
| 2025-09-01 | 1096.491490364220 |
| 2025-10-01 | 1095.370710349100 |
| 2025-11-01 | 1095.900493464720 |
| 2025-12-01 | 1098.686485157570 |
| 2026-01-01 | 1098.893679600530 |
| 2026-02-01 | 1103.536087535590 |
| 2026-03-01 | 1105.042649067980 |
| 2026-04-01 | 1107.750961087790 |