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 2026-07-01 |
| Last Updated | 2026-08-21 7:17 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 | 601.566789230310 |
| 1990-02-01 | 603.586359117025 |
| 1990-03-01 | 604.424056507919 |
| 1990-04-01 | 601.364005803063 |
| 1990-05-01 | 601.389100917385 |
| 1990-06-01 | 605.156958292614 |
| 1990-07-01 | 601.911236219506 |
| 1990-08-01 | 603.620376762190 |
| 1990-09-01 | 602.802852322561 |
| 1990-10-01 | 602.691912301427 |
| 1990-11-01 | 603.708187238376 |
| 1990-12-01 | 600.266595122610 |
| 1991-01-01 | 593.816169371540 |
| 1991-02-01 | 590.366757760799 |
| 1991-03-01 | 587.953840163669 |
| 1991-04-01 | 586.434342703439 |
| 1991-05-01 | 585.908050570966 |
| 1991-06-01 | 585.918472119625 |
| 1991-07-01 | 588.052197522811 |
| 1991-08-01 | 589.768121749628 |
| 1991-09-01 | 589.859425140350 |
| 1991-10-01 | 587.446232630878 |
| 1991-11-01 | 587.093159523553 |
| 1991-12-01 | 580.830258766842 |
| 1992-01-01 | 587.911746682614 |
| 1992-02-01 | 587.075354083180 |
| 1992-03-01 | 587.372041235572 |
| 1992-04-01 | 592.347310400496 |
| 1992-05-01 | 590.530107447382 |
| 1992-06-01 | 591.412306754395 |
| 1992-07-01 | 590.429504871653 |
| 1992-08-01 | 588.114784753138 |
| 1992-09-01 | 581.605953198923 |
| 1992-10-01 | 589.359080341822 |
| 1992-11-01 | 590.711870622029 |
| 1992-12-01 | 594.160439798344 |
| 1993-01-01 | 601.352787796184 |
| 1993-02-01 | 604.238093780090 |
| 1993-03-01 | 606.391688095424 |
| 1993-04-01 | 613.680368518657 |
| 1993-05-01 | 613.618562723245 |
| 1993-06-01 | 614.957743705689 |
| 1993-07-01 | 618.027342755185 |
| 1993-08-01 | 619.318189319400 |
| 1993-09-01 | 621.248175457925 |
| 1993-10-01 | 626.000041446112 |
| 1993-11-01 | 627.664027880785 |
| 1993-12-01 | 627.992825225989 |
| 1994-01-01 | 628.757756706957 |
| 1994-02-01 | 631.291355213922 |
| 1994-03-01 | 632.209345233265 |
| 1994-04-01 | 632.406183975584 |
| 1994-05-01 | 632.729718425768 |
| 1994-06-01 | 633.503662946141 |
| 1994-07-01 | 635.105880333112 |
| 1994-08-01 | 635.850065222293 |
| 1994-09-01 | 638.831828776472 |
| 1994-10-01 | 641.469813846542 |
| 1994-11-01 | 643.183574257118 |
| 1994-12-01 | 645.695679848036 |
| 1995-01-01 | 648.610602052078 |
| 1995-02-01 | 650.338147534950 |
| 1995-03-01 | 651.924594379630 |
| 1995-04-01 | 647.056000229029 |
| 1995-05-01 | 649.844721605340 |
| 1995-06-01 | 650.959611224381 |
| 1995-07-01 | 651.936770363827 |
| 1995-08-01 | 656.589490779635 |
| 1995-09-01 | 657.117012650058 |
| 1995-10-01 | 657.076126669661 |
| 1995-11-01 | 661.660268520622 |
| 1995-12-01 | 660.458743889022 |
| 1996-01-01 | 657.292661020098 |
| 1996-02-01 | 659.515223529979 |
| 1996-03-01 | 661.720689293671 |
| 1996-04-01 | 659.232447553962 |
| 1996-05-01 | 664.331744563113 |
| 1996-06-01 | 666.816200859035 |
| 1996-07-01 | 666.458090796196 |
| 1996-08-01 | 669.267215968922 |
| 1996-09-01 | 670.733177301527 |
| 1996-10-01 | 673.264575902110 |
| 1996-11-01 | 675.381349788425 |
| 1996-12-01 | 676.948391660361 |
| 1997-01-01 | 680.264697632156 |
| 1997-02-01 | 681.868501495354 |
| 1997-03-01 | 685.082937893343 |
| 1997-04-01 | 690.160194615406 |
| 1997-05-01 | 693.182701518736 |
| 1997-06-01 | 693.558116154627 |
| 1997-07-01 | 695.739662186935 |
| 1997-08-01 | 696.961684879837 |
| 1997-09-01 | 700.360326285038 |
| 1997-10-01 | 699.719688538316 |
| 1997-11-01 | 699.534892193062 |
| 1997-12-01 | 701.001533305869 |
| 1998-01-01 | 700.940501711501 |
| 1998-02-01 | 701.856153446831 |
| 1998-03-01 | 703.374056110234 |
| 1998-04-01 | 702.656836096473 |
| 1998-05-01 | 704.904955290444 |
| 1998-06-01 | 706.159765160441 |
| 1998-07-01 | 708.151137197439 |
| 1998-08-01 | 708.889265761649 |
| 1998-09-01 | 712.150769576183 |
| 1998-10-01 | 719.650957553148 |
| 1998-11-01 | 720.908395091287 |
| 1998-12-01 | 724.694101201726 |
| 1999-01-01 | 716.038517065665 |
| 1999-02-01 | 719.676747971115 |
| 1999-03-01 | 719.598040358980 |
| 1999-04-01 | 722.181570588800 |
| 1999-05-01 | 721.941612893500 |
| 1999-06-01 | 725.627841412035 |
| 1999-07-01 | 728.463210057811 |
| 1999-08-01 | 728.920695407698 |
| 1999-09-01 | 729.216409700844 |
| 1999-10-01 | 733.543901336128 |
| 1999-11-01 | 736.519717472621 |
| 1999-12-01 | 740.177918074659 |
| 2000-01-01 | 736.272636856519 |
| 2000-02-01 | 735.533344367878 |
| 2000-03-01 | 735.340021052955 |
| 2000-04-01 | 743.240505785993 |
| 2000-05-01 | 744.515072906631 |
| 2000-06-01 | 747.797653657757 |
| 2000-07-01 | 750.021449388465 |
| 2000-08-01 | 753.285294826706 |
| 2000-09-01 | 756.166699227606 |
| 2000-10-01 | 753.836000993109 |
| 2000-11-01 | 758.252765804948 |
| 2000-12-01 | 760.215138528704 |
| 2001-01-01 | 760.794947079899 |
| 2001-02-01 | 762.906866136355 |
| 2001-03-01 | 764.680274330469 |
| 2001-04-01 | 762.691853343871 |
| 2001-05-01 | 763.107802664710 |
| 2001-06-01 | 764.554100085910 |
| 2001-07-01 | 763.569728308110 |
| 2001-08-01 | 763.438048649076 |
| 2001-09-01 | 760.883879913737 |
| 2001-10-01 | 754.607317299163 |
| 2001-11-01 | 751.305302906189 |
| 2001-12-01 | 749.467337414807 |
| 2002-01-01 | 749.861131406742 |
| 2002-02-01 | 749.124020968330 |
| 2002-03-01 | 749.104108562342 |
| 2002-04-01 | 747.675648733854 |
| 2002-05-01 | 749.061306063976 |
| 2002-06-01 | 748.289635211799 |
| 2002-07-01 | 745.799093547089 |
| 2002-08-01 | 745.520912525273 |
| 2002-09-01 | 744.659818757167 |
| 2002-10-01 | 745.298048719641 |
| 2002-11-01 | 744.220679287391 |
| 2002-12-01 | 742.713475370745 |
| 2003-01-01 | 745.024208525364 |
| 2003-02-01 | 745.780355865615 |
| 2003-03-01 | 744.411250388328 |
| 2003-04-01 | 742.894517853685 |
| 2003-05-01 | 739.983308800727 |
| 2003-06-01 | 738.304706862441 |
| 2003-07-01 | 737.275991628130 |
| 2003-08-01 | 736.392750170753 |
| 2003-09-01 | 737.604829744494 |
| 2003-10-01 | 742.820054792984 |
| 2003-11-01 | 740.124055305751 |
| 2003-12-01 | 744.173975050174 |
| 2004-01-01 | 747.727323860178 |
| 2004-02-01 | 749.169602487400 |
| 2004-03-01 | 749.623491691310 |
| 2004-04-01 | 756.108653386687 |
| 2004-05-01 | 754.970291914748 |
| 2004-06-01 | 755.756021697562 |
| 2004-07-01 | 761.396908197618 |
| 2004-08-01 | 761.081308089035 |
| 2004-09-01 | 758.186518173174 |
| 2004-10-01 | 766.550445467067 |
| 2004-11-01 | 769.261682502253 |
| 2004-12-01 | 769.491235763723 |
| 2005-01-01 | 765.768597729544 |
| 2005-02-01 | 769.471423524174 |
| 2005-03-01 | 767.950163276371 |
| 2005-04-01 | 778.321193983565 |
| 2005-05-01 | 776.827525943195 |
| 2005-06-01 | 777.224736956057 |
| 2005-07-01 | 783.545963993622 |
| 2005-08-01 | 785.480131774729 |
| 2005-09-01 | 786.847383013121 |
| 2005-10-01 | 784.605081797617 |
| 2005-11-01 | 784.964702729536 |
| 2005-12-01 | 786.548989623260 |
| 2006-01-01 | 787.698355532888 |
| 2006-02-01 | 789.074525373680 |
| 2006-03-01 | 790.739415563794 |
| 2006-04-01 | 791.706033248873 |
| 2006-05-01 | 793.673365383579 |
| 2006-06-01 | 796.608276047071 |
| 2006-07-01 | 796.241013047104 |
| 2006-08-01 | 798.649716327789 |
| 2006-09-01 | 798.295677308252 |
| 2006-10-01 | 798.592432472145 |
| 2006-11-01 | 799.868170874483 |
| 2006-12-01 | 801.658731935338 |
| 2007-01-01 | 802.728158754514 |
| 2007-02-01 | 804.575260039977 |
| 2007-03-01 | 806.331633193491 |
| 2007-04-01 | 804.730053030996 |
| 2007-05-01 | 806.792018902001 |
| 2007-06-01 | 808.139023338955 |
| 2007-07-01 | 806.432341726598 |
| 2007-08-01 | 807.528327215054 |
| 2007-09-01 | 809.417826483920 |
| 2007-10-01 | 809.130186400779 |
| 2007-11-01 | 811.537624008442 |
| 2007-12-01 | 812.870078249733 |
| 2008-01-01 | 811.255234681526 |
| 2008-02-01 | 812.046100317150 |
| 2008-03-01 | 811.598856565817 |
| 2008-04-01 | 809.133241481705 |
| 2008-05-01 | 807.667011090452 |
| 2008-06-01 | 803.431658165419 |
| 2008-07-01 | 797.616496087903 |
| 2008-08-01 | 797.647684359200 |
| 2008-09-01 | 793.433688222824 |
| 2008-10-01 | 790.137641434947 |
| 2008-11-01 | 785.708320395670 |
| 2008-12-01 | 783.007104109321 |
| 2009-01-01 | 775.894531146766 |
| 2009-02-01 | 770.871031792502 |
| 2009-03-01 | 765.065428602083 |
| 2009-04-01 | 763.144876900568 |
| 2009-05-01 | 761.036597830314 |
| 2009-06-01 | 761.452115264824 |
| 2009-07-01 | 759.175591525274 |
| 2009-08-01 | 757.959899387567 |
| 2009-09-01 | 757.852695536567 |
| 2009-10-01 | 759.451844140573 |
| 2009-11-01 | 758.877395415740 |
| 2009-12-01 | 759.266234699396 |
| 2010-01-01 | 759.739579531002 |
| 2010-02-01 | 761.278526207949 |
| 2010-03-01 | 762.031003018016 |
| 2010-04-01 | 764.980767980474 |
| 2010-05-01 | 764.972590401144 |
| 2010-06-01 | 767.470431123493 |
| 2010-07-01 | 770.393867340693 |
| 2010-08-01 | 771.873841353323 |
| 2010-09-01 | 771.501097582867 |
| 2010-10-01 | 776.803958726004 |
| 2010-11-01 | 779.295343643706 |
| 2010-12-01 | 781.440860623054 |
| 2011-01-01 | 784.152784431565 |
| 2011-02-01 | 784.815024925281 |
| 2011-03-01 | 785.562473353718 |
| 2011-04-01 | 792.703064030971 |
| 2011-05-01 | 792.060920022514 |
| 2011-06-01 | 793.076280406034 |
| 2011-07-01 | 796.568597000079 |
| 2011-08-01 | 798.278873204517 |
| 2011-09-01 | 801.166435811032 |
| 2011-10-01 | 801.107882130524 |
| 2011-11-01 | 802.610980618617 |
| 2011-12-01 | 804.982754723764 |
| 2012-01-01 | 809.485394503033 |
| 2012-02-01 | 811.352973138831 |
| 2012-03-01 | 815.196859329291 |
| 2012-04-01 | 818.572030205868 |
| 2012-05-01 | 820.478365047600 |
| 2012-06-01 | 821.424863286169 |
| 2012-07-01 | 823.180544337896 |
| 2012-08-01 | 824.504112851176 |
| 2012-09-01 | 826.552197077620 |
| 2012-10-01 | 830.868502792996 |
| 2012-11-01 | 833.073178192880 |
| 2012-12-01 | 832.680946515475 |
| 2013-01-01 | 835.915050819860 |
| 2013-02-01 | 838.981029064850 |
| 2013-03-01 | 840.440374722489 |
| 2013-04-01 | 841.313238217960 |
| 2013-05-01 | 843.693364053758 |
| 2013-06-01 | 846.314130738819 |
| 2013-07-01 | 846.525943900597 |
| 2013-08-01 | 849.108138352399 |
| 2013-09-01 | 849.827006604731 |
| 2013-10-01 | 850.084728484396 |
| 2013-11-01 | 853.182861588271 |
| 2013-12-01 | 855.458186868104 |
| 2014-01-01 | 857.856923623913 |
| 2014-02-01 | 860.706327473014 |
| 2014-03-01 | 862.326312812699 |
| 2014-04-01 | 866.374718717390 |
| 2014-05-01 | 869.232382468843 |
| 2014-06-01 | 871.690081368199 |
| 2014-07-01 | 874.430266918302 |
| 2014-08-01 | 879.039923662861 |
| 2014-09-01 | 882.573423957608 |
| 2014-10-01 | 886.640580486830 |
| 2014-11-01 | 890.629706021759 |
| 2014-12-01 | 892.760307555825 |
| 2015-01-01 | 894.507894360643 |
| 2015-02-01 | 895.270410515579 |
| 2015-03-01 | 897.996659073712 |
| 2015-04-01 | 899.814927562572 |
| 2015-05-01 | 901.794561952337 |
| 2015-06-01 | 904.350255828451 |
| 2015-07-01 | 907.111066634260 |
| 2015-08-01 | 909.297880407413 |
| 2015-09-01 | 910.249661452819 |
| 2015-10-01 | 915.651069251783 |
| 2015-11-01 | 917.490859638778 |
| 2015-12-01 | 920.623904846289 |
| 2016-01-01 | 920.103076163607 |
| 2016-02-01 | 921.636308480937 |
| 2016-03-01 | 923.077542911175 |
| 2016-04-01 | 928.121569775398 |
| 2016-05-01 | 927.404327347647 |
| 2016-06-01 | 927.071775614319 |
| 2016-07-01 | 932.298851208557 |
| 2016-08-01 | 933.175220240822 |
| 2016-09-01 | 936.163157597684 |
| 2016-10-01 | 935.444383416230 |
| 2016-11-01 | 935.540725058095 |
| 2016-12-01 | 936.631405025865 |
| 2017-01-01 | 938.682154387896 |
| 2017-02-01 | 938.433415702267 |
| 2017-03-01 | 940.703036226112 |
| 2017-04-01 | 942.487476823044 |
| 2017-05-01 | 945.997765084045 |
| 2017-06-01 | 948.291037289557 |
| 2017-07-01 | 946.215079031439 |
| 2017-08-01 | 945.605836909955 |
| 2017-09-01 | 923.963808259549 |
| 2017-10-01 | 943.941243999767 |
| 2017-11-01 | 946.834783830323 |
| 2017-12-01 | 950.254812087566 |
| 2018-01-01 | 950.304235623747 |
| 2018-02-01 | 954.579051041689 |
| 2018-03-01 | 956.169837333548 |
| 2018-04-01 | 955.343780861779 |
| 2018-05-01 | 956.727962040175 |
| 2018-06-01 | 958.478371492972 |
| 2018-07-01 | 960.186406541713 |
| 2018-08-01 | 964.259798567075 |
| 2018-09-01 | 965.295513390898 |
| 2018-10-01 | 967.966578293521 |
| 2018-11-01 | 969.030778629419 |
| 2018-12-01 | 968.384297669329 |
| 2019-01-01 | 972.438767640026 |
| 2019-02-01 | 974.226634223375 |
| 2019-03-01 | 975.283462835296 |
| 2019-04-01 | 976.302936956606 |
| 2019-05-01 | 976.188584996160 |
| 2019-06-01 | 977.577935229251 |
| 2019-07-01 | 981.698442689276 |
| 2019-08-01 | 983.530715253042 |
| 2019-09-01 | 980.854903835716 |
| 2019-10-01 | 986.566686167932 |
| 2019-11-01 | 989.259939257928 |
| 2019-12-01 | 989.648100148194 |
| 2020-01-01 | 991.978061025754 |
| 2020-02-01 | 993.208175605143 |
| 2020-03-01 | 979.624183206510 |
| 2020-04-01 | 806.933322102929 |
| 2020-05-01 | 831.646634806229 |
| 2020-06-01 | 876.965934788142 |
| 2020-07-01 | 874.514882599236 |
| 2020-08-01 | 872.451451764529 |
| 2020-09-01 | 882.166844384744 |
| 2020-10-01 | 897.782599135134 |
| 2020-11-01 | 901.047365979453 |
| 2020-12-01 | 909.407971019391 |
| 2021-01-01 | 912.334621804448 |
| 2021-02-01 | 918.768194001059 |
| 2021-03-01 | 923.890992394461 |
| 2021-04-01 | 929.795573006333 |
| 2021-05-01 | 936.135490787002 |
| 2021-06-01 | 944.635152675000 |
| 2021-07-01 | 957.922062484778 |
| 2021-08-01 | 960.854129652608 |
| 2021-09-01 | 963.161416381313 |
| 2021-10-01 | 978.642506861986 |
| 2021-11-01 | 983.748673660621 |
| 2021-12-01 | 987.453540853162 |
| 2022-01-01 | 989.644686323479 |
| 2022-02-01 | 999.382587532266 |
| 2022-03-01 | 1002.117858777730 |
| 2022-04-01 | 1010.205771011410 |
| 2022-05-01 | 1015.422566287570 |
| 2022-06-01 | 1018.139371657990 |
| 2022-07-01 | 1026.575136884580 |
| 2022-08-01 | 1029.852779706420 |
| 2022-09-01 | 1035.150371297860 |
| 2022-10-01 | 1037.568393032320 |
| 2022-11-01 | 1040.940596893610 |
| 2022-12-01 | 1041.965585028610 |
| 2023-01-01 | 1044.412101245870 |
| 2023-02-01 | 1045.081505825530 |
| 2023-03-01 | 1047.420420212230 |
| 2023-04-01 | 1051.762838845280 |
| 2023-05-01 | 1057.467661929350 |
| 2023-06-01 | 1061.293130189360 |
| 2023-07-01 | 1060.432241887770 |
| 2023-08-01 | 1062.134037486270 |
| 2023-09-01 | 1064.314228079600 |
| 2023-10-01 | 1069.818679907930 |
| 2023-11-01 | 1070.483487075680 |
| 2023-12-01 | 1073.692467365320 |
| 2024-01-01 | 1077.526151721170 |
| 2024-02-01 | 1077.117818328420 |
| 2024-03-01 | 1080.898690809830 |
| 2024-04-01 | 1081.140147144890 |
| 2024-05-01 | 1081.825293367150 |
| 2024-06-01 | 1082.515997106430 |
| 2024-07-01 | 1086.335929753380 |
| 2024-08-01 | 1088.886697112380 |
| 2024-09-01 | 1092.735564774590 |
| 2024-10-01 | 1090.041464054350 |
| 2024-11-01 | 1095.685157546140 |
| 2024-12-01 | 1096.476591608030 |
| 2025-01-01 | 1103.318217573710 |
| 2025-02-01 | 1102.233658695380 |
| 2025-03-01 | 1103.357987665810 |
| 2025-04-01 | 1102.963553596010 |
| 2025-05-01 | 1102.467577295820 |
| 2025-06-01 | 1101.785526184760 |
| 2025-07-01 | 1099.095256156050 |
| 2025-08-01 | 1099.219357777760 |
| 2025-09-01 | 1096.559600417770 |
| 2025-10-01 | 1095.693805071270 |
| 2025-11-01 | 1096.187144750680 |
| 2025-12-01 | 1098.906606679720 |
| 2026-01-01 | 1099.069574445250 |
| 2026-02-01 | 1103.289431836420 |
| 2026-03-01 | 1104.496438042390 |
| 2026-04-01 | 1106.910800382490 |
| 2026-05-01 | 1107.450243176650 |
| 2026-06-01 | 1113.159973746200 |
| 2026-07-01 | 1111.388468826400 |