Table Data - All Employees: Service-Providing in Miami-Miami Beach-Kendall, FL (MD)

Title All Employees: Service-Providing in Miami-Miami Beach-Kendall, FL (MD)
Series ID SMU12331240700000001SA
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 2026-05-01
Last Updated 2026-06-24 10:40 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
1990-01-01 721.020996801111
1990-02-01 724.004660512625
1990-03-01 725.530192928251
1990-04-01 723.720535863439
1990-05-01 728.564258529320
1990-06-01 727.317225618868
1990-07-01 722.503688707629
1990-08-01 723.208793921352
1990-09-01 725.143155993536
1990-10-01 725.160490070099
1990-11-01 724.948918020374
1990-12-01 722.281840950186
1991-01-01 718.430568366677
1991-02-01 713.809884790613
1991-03-01 710.777115958341
1991-04-01 709.227118694115
1991-05-01 710.227437559780
1991-06-01 710.399656395313
1991-07-01 711.764620407502
1991-08-01 715.508560582210
1991-09-01 713.856501139282
1991-10-01 708.069326892002
1991-11-01 712.271613670782
1991-12-01 702.801692060293
1992-01-01 711.364479688137
1992-02-01 711.158999424916
1992-03-01 715.008790707669
1992-04-01 716.119958596729
1992-05-01 715.039872821470
1992-06-01 717.013130593715
1992-07-01 717.672826814336
1992-08-01 716.352494847993
1992-09-01 715.811206016251
1992-10-01 719.368363598562
1992-11-01 718.057811307043
1992-12-01 720.446144331431
1993-01-01 728.624790148409
1993-02-01 731.887183961611
1993-03-01 732.407284291269
1993-04-01 742.406377127701
1993-05-01 740.417260715110
1993-06-01 741.958769086015
1993-07-01 747.079380125824
1993-08-01 750.074376047612
1993-09-01 747.061196619680
1993-10-01 753.997324190399
1993-11-01 756.305991430625
1993-12-01 757.471656726281
1994-01-01 758.665563289367
1994-02-01 762.315785167637
1994-03-01 762.837479747786
1994-04-01 765.430091563527
1994-05-01 765.669496602005
1994-06-01 766.831205541050
1994-07-01 768.869280656596
1994-08-01 770.365689791857
1994-09-01 771.007412866700
1994-10-01 774.008834425579
1994-11-01 778.277202227941
1994-12-01 779.303305340840
1995-01-01 781.785147643261
1995-02-01 783.922530140257
1995-03-01 785.327223905471
1995-04-01 779.826431190849
1995-05-01 783.062321139303
1995-06-01 783.641236085707
1995-07-01 780.573326816327
1995-08-01 785.700782060443
1995-09-01 788.604060395365
1995-10-01 788.588465830054
1995-11-01 792.018866206828
1995-12-01 792.691071470375
1996-01-01 790.029209320011
1996-02-01 791.213986065553
1996-03-01 796.142600563522
1996-04-01 791.998468435046
1996-05-01 796.105204624516
1996-06-01 798.631475318788
1996-07-01 795.472513699660
1996-08-01 799.817674005726
1996-09-01 803.627528399148
1996-10-01 805.764748757981
1996-11-01 807.148847443596
1996-12-01 810.455534711046
1997-01-01 814.882312220551
1997-02-01 816.854791538741
1997-03-01 819.299306161022
1997-04-01 825.484686248810
1997-05-01 828.013550929113
1997-06-01 829.235981820770
1997-07-01 831.685485109501
1997-08-01 834.936772128893
1997-09-01 834.897149730765
1997-10-01 834.775076293155
1997-11-01 835.636949357666
1997-12-01 836.858964821482
1998-01-01 838.704094003405
1998-02-01 838.361227909442
1998-03-01 840.481122358667
1998-04-01 839.294521385770
1998-05-01 841.552142237330
1998-06-01 842.913671171070
1998-07-01 847.764751912631
1998-08-01 848.201238819524
1998-09-01 848.714548312291
1998-10-01 857.637728416900
1998-11-01 858.430794264613
1998-12-01 862.896774796174
1999-01-01 852.638110345071
1999-02-01 857.012683924434
1999-03-01 856.464651861148
1999-04-01 859.030030814807
1999-05-01 859.175612209365
1999-06-01 863.486900805081
1999-07-01 866.274937140948
1999-08-01 867.518145331914
1999-09-01 868.676507231488
1999-10-01 872.419372007471
1999-11-01 875.235628719401
1999-12-01 880.256504859729
2000-01-01 877.302697912754
2000-02-01 875.746391388227
2000-03-01 875.809776792064
2000-04-01 885.957214885743
2000-05-01 889.774021321361
2000-06-01 892.308944136866
2000-07-01 892.095190323527
2000-08-01 895.898420851997
2000-09-01 899.030095504366
2000-10-01 899.196096561747
2000-11-01 903.831879882324
2000-12-01 906.720365963181
2001-01-01 907.539986234180
2001-02-01 909.426575859794
2001-03-01 911.146729825467
2001-04-01 909.824709186017
2001-05-01 909.632755866228
2001-06-01 913.045337439737
2001-07-01 910.714604421761
2001-08-01 909.875166346997
2001-09-01 908.950477635255
2001-10-01 904.066612003492
2001-11-01 901.710445019018
2001-12-01 899.548928326757
2002-01-01 899.007002394732
2002-02-01 898.708758428149
2002-03-01 899.152001359950
2002-04-01 897.329985031997
2002-05-01 899.427414199975
2002-06-01 899.917745572185
2002-07-01 895.453611128825
2002-08-01 893.621882823607
2002-09-01 895.632761112508
2002-10-01 894.836203414585
2002-11-01 895.285860204588
2002-12-01 893.314735997960
2003-01-01 895.015292819292
2003-02-01 895.824433415448
2003-03-01 895.356533674769
2003-04-01 893.307688882539
2003-05-01 891.665425843556
2003-06-01 891.959407498306
2003-07-01 888.430842566233
2003-08-01 884.528093058405
2003-09-01 889.066510866113
2003-10-01 894.157752678096
2003-11-01 891.190461822390
2003-12-01 895.063021008022
2004-01-01 899.103996839101
2004-02-01 899.979668518259
2004-03-01 901.085524713668
2004-04-01 907.334380491484
2004-05-01 906.616649736606
2004-06-01 912.507623641055
2004-07-01 914.660046834988
2004-08-01 909.472127124116
2004-09-01 911.073261276635
2004-10-01 918.363782147101
2004-11-01 920.172420871441
2004-12-01 920.334886824939
2005-01-01 917.171329629318
2005-02-01 920.602084447025
2005-03-01 919.787062630419
2005-04-01 929.451370078612
2005-05-01 928.117460875395
2005-06-01 921.891395252124
2005-07-01 933.819185286009
2005-08-01 944.149427773128
2005-09-01 939.613549576364
2005-10-01 936.185195670432
2005-11-01 936.349104850526
2005-12-01 937.605029972680
2006-01-01 939.150942356372
2006-02-01 939.945580494446
2006-03-01 943.109306742719
2006-04-01 942.242874189958
2006-05-01 944.383919918949
2006-06-01 943.540757024520
2006-07-01 947.059577350538
2006-08-01 955.617506959626
2006-09-01 951.459326407938
2006-10-01 951.496324823407
2006-11-01 953.312357429811
2006-12-01 954.001584967872
2007-01-01 956.695597147957
2007-02-01 957.887911377001
2007-03-01 960.686719934972
2007-04-01 958.670267593484
2007-05-01 960.706100918318
2007-06-01 959.951201303738
2007-07-01 959.969987704622
2007-08-01 965.763809749927
2007-09-01 965.162514495783
2007-10-01 963.364600349193
2007-11-01 966.079489048104
2007-12-01 967.224105275743
2008-01-01 965.363796736354
2008-02-01 966.785325685674
2008-03-01 966.366287383529
2008-04-01 963.515327263769
2008-05-01 960.868438268273
2008-06-01 955.997905295072
2008-07-01 950.353439457794
2008-08-01 953.310868635206
2008-09-01 945.821919830242
2008-10-01 942.918045640132
2008-11-01 938.788734716200
2008-12-01 935.952762364678
2009-01-01 929.982892801120
2009-02-01 923.550042591793
2009-03-01 917.755487392032
2009-04-01 915.498386304394
2009-05-01 912.344998554871
2009-06-01 912.576898780397
2009-07-01 910.750319597249
2009-08-01 910.800093821292
2009-09-01 909.248870292558
2009-10-01 909.495458897609
2009-11-01 908.229249088471
2009-12-01 908.194648720629
2010-01-01 908.486602606986
2010-02-01 909.896294780379
2010-03-01 911.274042099804
2010-04-01 913.719600521524
2010-05-01 917.281014416524
2010-06-01 916.209335097769
2010-07-01 917.475609667246
2010-08-01 918.799859990998
2010-09-01 916.543274519295
2010-10-01 922.165192346328
2010-11-01 924.128897921311
2010-12-01 926.002552463762
2011-01-01 929.606373867832
2011-02-01 930.564056203955
2011-03-01 931.126902222651
2011-04-01 937.798751712562
2011-05-01 936.093984347384
2011-06-01 936.855735774223
2011-07-01 940.920629321953
2011-08-01 942.634235855881
2011-09-01 945.041293373450
2011-10-01 945.159246237809
2011-11-01 944.946039209377
2011-12-01 948.321109270016
2012-01-01 950.644546109109
2012-02-01 952.321840429304
2012-03-01 955.556263872447
2012-04-01 959.343764323256
2012-05-01 960.390265976871
2012-06-01 962.040665710918
2012-07-01 963.844509289205
2012-08-01 965.066881873853
2012-09-01 967.409228218322
2012-10-01 971.904040500782
2012-11-01 973.455842688477
2012-12-01 973.421583620389
2013-01-01 976.192687137700
2013-02-01 979.566592572062
2013-03-01 980.760274360082
2013-04-01 981.409095528188
2013-05-01 983.147331059906
2013-06-01 985.836837284545
2013-07-01 985.947448978539
2013-08-01 988.117716779606
2013-09-01 989.384136516706
2013-10-01 988.909178307769
2013-11-01 992.489859560664
2013-12-01 994.249575524300
2014-01-01 997.520366727826
2014-02-01 1000.761861702820
2014-03-01 1001.975937832090
2014-04-01 1005.335325336240
2014-05-01 1008.019224268490
2014-06-01 1010.572349111940
2014-07-01 1012.538082842880
2014-08-01 1017.170631170840
2014-09-01 1020.661814863130
2014-10-01 1024.359868085930
2014-11-01 1028.434280070280
2014-12-01 1030.706041014370
2015-01-01 1032.262136815890
2015-02-01 1032.858133111820
2015-03-01 1036.459752109780
2015-04-01 1038.504051475550
2015-05-01 1040.290717026400
2015-06-01 1042.862276797600
2015-07-01 1045.062763034280
2015-08-01 1047.160571244810
2015-09-01 1048.924628753150
2015-10-01 1053.926285462710
2015-11-01 1055.491521619420
2015-12-01 1058.848372948920
2016-01-01 1058.496311244180
2016-02-01 1060.240454077260
2016-03-01 1061.526511305290
2016-04-01 1068.492233864950
2016-05-01 1067.508647081070
2016-06-01 1067.973306828130
2016-07-01 1073.271420434890
2016-08-01 1073.363383403530
2016-09-01 1078.239324282440
2016-10-01 1075.408527241080
2016-11-01 1075.866229103080
2016-12-01 1077.389995703700
2017-01-01 1079.934953474060
2017-02-01 1080.066027748080
2017-03-01 1082.558004156720
2017-04-01 1084.234206994830
2017-05-01 1087.748127855810
2017-06-01 1089.995061880830
2017-07-01 1088.159797371990
2017-08-01 1087.025794341520
2017-09-01 1067.175018817970
2017-10-01 1085.697623917580
2017-11-01 1088.543292740490
2017-12-01 1092.686330929850
2018-01-01 1093.288292338710
2018-02-01 1097.667433173260
2018-03-01 1099.410070929910
2018-04-01 1098.925706697260
2018-05-01 1099.931930561680
2018-06-01 1102.221752413500
2018-07-01 1103.038141868940
2018-08-01 1108.448314617480
2018-09-01 1110.662230272160
2018-10-01 1111.274546448230
2018-11-01 1112.024360061840
2018-12-01 1111.444496178640
2019-01-01 1116.341964758000
2019-02-01 1118.471302757850
2019-03-01 1119.958399021780
2019-04-01 1121.116418129520
2019-05-01 1120.609393170490
2019-06-01 1121.913636460650
2019-07-01 1124.810465505730
2019-08-01 1128.034845619890
2019-09-01 1127.483029910360
2019-10-01 1130.560281444460
2019-11-01 1132.996116843730
2019-12-01 1133.919725646780
2020-01-01 1137.973653426450
2020-02-01 1138.953993114770
2020-03-01 1124.272379923640
2020-04-01 948.335181204933
2020-05-01 972.788866361810
2020-06-01 1019.060147834130
2020-07-01 1017.625747294320
2020-08-01 1009.919680981860
2020-09-01 1024.160021838590
2020-10-01 1038.178176100290
2020-11-01 1039.722839198080
2020-12-01 1046.347796855960
2021-01-01 1050.204768816860
2021-02-01 1056.712614462960
2021-03-01 1061.825216436120
2021-04-01 1067.533384364190
2021-05-01 1074.589656230440
2021-06-01 1082.612736837660
2021-07-01 1096.033125565180
2021-08-01 1099.245098463700
2021-09-01 1102.853901339070
2021-10-01 1114.795369251500
2021-11-01 1120.451846421720
2021-12-01 1125.158346267350
2022-01-01 1127.291511978260
2022-02-01 1135.670095392360
2022-03-01 1138.037967592160
2022-04-01 1146.675972233110
2022-05-01 1153.236802236060
2022-06-01 1156.034148671400
2022-07-01 1165.053446529010
2022-08-01 1168.397962739660
2022-09-01 1175.246529940010
2022-10-01 1174.851555826030
2022-11-01 1178.251647679160
2022-12-01 1180.419636698360
2023-01-01 1183.186993531530
2023-02-01 1185.014318418860
2023-03-01 1187.390040310190
2023-04-01 1192.764823201160
2023-05-01 1197.663354567680
2023-06-01 1202.107466385580
2023-07-01 1201.721956338110
2023-08-01 1203.808286761600
2023-09-01 1207.391845726090
2023-10-01 1211.516848854660
2023-11-01 1211.843410207550
2023-12-01 1215.422018492260
2024-01-01 1219.748874935370
2024-02-01 1219.439996784230
2024-03-01 1223.606936880560
2024-04-01 1224.535741946270
2024-05-01 1224.653563100450
2024-06-01 1225.553743780290
2024-07-01 1229.081863118670
2024-08-01 1231.807047760900
2024-09-01 1236.427593592040
2024-10-01 1232.906302209910
2024-11-01 1239.705700584890
2024-12-01 1240.213003048890
2025-01-01 1247.163074069120
2025-02-01 1246.511200553330
2025-03-01 1247.802444746990
2025-04-01 1246.919978999990
2025-05-01 1246.322865305840
2025-06-01 1246.465564475380
2025-07-01 1242.510025305670
2025-08-01 1242.260707670770
2025-09-01 1239.938331937470
2025-10-01 1238.495725528780
2025-11-01 1239.067224836030
2025-12-01 1241.235504103130
2026-01-01 1241.450848984790
2026-02-01 1245.740599136130
2026-03-01 1247.131043005410
2026-04-01 1249.689211049150
2026-05-01 1250.371873745780

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