Title: All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Miami-Miami Beach-Kendall, FL (MD) Series ID: SMU12331246056000001SA 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 2024-03-01 Last Updated: 2024-04-20 5:45 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU12331246056000001). 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 4.5741550628388400 1990-02-01 4.9158923038177400 1990-03-01 5.3047536448557200 1990-04-01 4.7540270492362190 1990-05-01 4.5863310283676295 1990-06-01 5.4395711357590700 1990-07-01 6.0167392329622810 1990-08-01 6.1485849059525990 1990-09-01 6.1765622657028800 1990-10-01 5.9678002578814610 1990-11-01 6.7065213430297400 1990-12-01 6.3357630703555500 1991-01-01 5.1353122623658205 1991-02-01 5.1184775662825090 1991-03-01 4.9757549330833400 1991-04-01 5.6496452013778900 1991-05-01 6.2833501240744810 1991-06-01 6.0935798213602600 1991-07-01 7.0682638594853096 1991-08-01 7.1646353031536510 1991-09-01 6.6838289212082600 1991-10-01 6.7342432228914000 1991-11-01 6.8558669030735490 1991-12-01 7.2912771204958600 1992-01-01 8.9045817956738800 1992-02-01 9.2348700143528900 1992-03-01 9.2525197658359190 1992-04-01 9.3787881088011100 1992-05-01 9.5769223625685800 1992-06-01 10.3273509427579010 1992-07-01 9.8484842714795500 1992-08-01 10.2359504760076980 1992-09-01 11.3694537477877000 1992-10-01 12.0252121879730980 1992-11-01 11.8800649765074020 1992-12-01 12.4113916417845010 1993-01-01 13.3497882194955000 1993-02-01 13.3891280152555000 1993-03-01 13.5951751271335010 1993-04-01 14.7943402266656000 1993-05-01 14.8025248854348010 1993-06-01 14.6810793004861000 1993-07-01 14.3026520297554000 1993-08-01 13.4674540394717000 1993-09-01 14.5815968154430010 1993-10-01 14.5491481758672000 1993-11-01 14.7428763604291980 1993-12-01 14.9920351324158000 1994-01-01 15.4668037451418010 1994-02-01 16.4569833922459000 1994-03-01 15.7483050473498000 1994-04-01 15.7495401453039000 1994-05-01 15.9970011761937000 1994-06-01 16.5109975991107000 1994-07-01 16.8740503149180970 1994-08-01 16.2496556135831000 1994-09-01 17.2069561919141020 1994-10-01 20.4017826456499000 1994-11-01 20.1043516141789000 1994-12-01 20.7542226752940020 1995-01-01 23.3395068114720030 1995-02-01 22.4332190129260030 1995-03-01 22.8154314225286000 1995-04-01 23.0090568577842000 1995-05-01 22.6459054665746960 1995-06-01 23.6667081328363000 1995-07-01 24.8118624813231040 1995-08-01 25.9341102778339020 1995-09-01 25.3943363924040000 1995-10-01 26.1276538684751040 1995-11-01 28.0019555458217000 1995-12-01 27.1435246490347000 1996-01-01 27.3166920678671020 1996-02-01 28.0080957022720000 1996-03-01 28.4759523489804000 1996-04-01 28.5531577306990000 1996-05-01 29.1789311220692000 1996-06-01 29.1722678504872000 1996-07-01 30.6509494796588000 1996-08-01 31.1491349049529000 1996-09-01 31.5525560445861000 1996-10-01 32.0501717486777000 1996-11-01 32.1474514737306050 1996-12-01 31.9176848042153980 1997-01-01 31.7773627031746000 1997-02-01 32.0761286106821050 1997-03-01 33.3702282967876000 1997-04-01 32.8663892687860000 1997-05-01 33.7454372011364000 1997-06-01 34.5289736000875000 1997-07-01 35.6932125472264000 1997-08-01 35.5866603558486000 1997-09-01 36.9733200191204000 1997-10-01 36.4791397139290000 1997-11-01 36.9164746684622900 1997-12-01 37.2487334942832000 1998-01-01 34.8502160274214960 1998-02-01 35.6977814027696100 1998-03-01 35.5665082789280000 1998-04-01 37.4190455954413960 1998-05-01 37.9371718673946000 1998-06-01 38.6437296705699000 1998-07-01 37.6060176395003000 1998-08-01 38.3403712630122940 1998-09-01 38.6824916622658960 1998-10-01 38.9374375024805000 1998-11-01 39.4856886475711000 1998-12-01 40.3668575127188940 1999-01-01 40.2677319801608960 1999-02-01 41.6960778280017050 1999-03-01 42.0529480048827000 1999-04-01 44.9756639766877000 1999-05-01 44.9574304560737000 1999-06-01 45.1874052183810000 1999-07-01 45.3212335954501000 1999-08-01 45.7543859215858000 1999-09-01 45.8959851542271050 1999-10-01 47.6695088420337000 1999-11-01 47.9541885194921000 1999-12-01 48.9140829109112900 2000-01-01 49.3858480938120000 2000-02-01 49.2634239904937900 2000-03-01 49.9286580031131000 2000-04-01 51.2264826814504000 2000-05-01 51.5668940754382060 2000-06-01 52.3101537974295100 2000-07-01 53.1335317238628000 2000-08-01 54.3133462879265000 2000-09-01 55.8435857735619000 2000-10-01 55.1010032030968000 2000-11-01 57.3570351641773000 2000-12-01 57.6639406156308000 2001-01-01 60.6179998392688000 2001-02-01 60.8835910121526100 2001-03-01 61.0210658731793960 2001-04-01 59.6580653724106040 2001-05-01 60.0255522633471000 2001-06-01 61.4239766780058900 2001-07-01 62.3155355829978960 2001-08-01 63.1770018185066040 2001-09-01 63.7859618278075050 2001-10-01 63.1229109343918000 2001-11-01 63.3330152801273000 2001-12-01 62.5074845533675000 2002-01-01 64.5257494353094100 2002-02-01 64.5086037534484000 2002-03-01 64.1379137001054000 2002-04-01 63.0099133735136050 2002-05-01 63.7394389824014000 2002-06-01 63.5140847140508950 2002-07-01 61.9199435985557000 2002-08-01 61.1080370619866000 2002-09-01 59.7557020240132000 2002-10-01 58.3428494299922000 2002-11-01 57.7908677520823000 2002-12-01 57.4199757392128000 2003-01-01 56.6510543603238000 2003-02-01 57.5344715598938000 2003-03-01 58.3561962372312950 2003-04-01 56.9966137056772060 2003-05-01 56.1258438380831100 2003-06-01 55.6187761379352000 2003-07-01 55.6116751336822050 2003-08-01 55.3426928764632040 2003-09-01 55.2495522361535000 2003-10-01 57.8135687328594000 2003-11-01 58.2110779620023000 2003-12-01 58.7331766179947900 2004-01-01 58.9964694745691000 2004-02-01 58.7858969133917000 2004-03-01 59.3351197820993000 2004-04-01 61.2945588695475000 2004-05-01 61.4242259777172900 2004-06-01 62.1265750137478000 2004-07-01 64.1776796259976000 2004-08-01 63.4336690625385000 2004-09-01 62.6197686403564000 2004-10-01 65.5015301060007000 2004-11-01 65.9934397034230900 2004-12-01 66.8313763627356100 2005-01-01 66.9115683810713000 2005-02-01 67.8786001382045000 2005-03-01 67.8814838308065000 2005-04-01 69.0455480901290000 2005-05-01 69.5542556133045000 2005-06-01 69.1708468855674000 2005-07-01 70.4331340682765000 2005-08-01 71.1379427320450000 2005-09-01 71.6429878171458000 2005-10-01 71.0075287003249100 2005-11-01 71.7753835149719000 2005-12-01 71.4659419886210000 2006-01-01 72.0496077867247000 2006-02-01 71.2829160548080000 2006-03-01 72.6171515929596000 2006-04-01 71.4241562850897100 2006-05-01 72.5672923418187000 2006-06-01 73.1754189019977000 2006-07-01 73.4519733415219900 2006-08-01 73.7870021080909000 2006-09-01 73.7316410272994000 2006-10-01 73.4475016361642000 2006-11-01 72.8466153767399000 2006-12-01 73.2637132560402900 2007-01-01 72.9198230830532900 2007-02-01 72.8594215036600000 2007-03-01 72.6428909660503000 2007-04-01 70.7060943284542000 2007-05-01 70.8120273859549000 2007-06-01 70.2587939208253000 2007-07-01 68.4167554185197100 2007-08-01 67.3924565931811100 2007-09-01 67.1675189356078000 2007-10-01 66.5973066659162100 2007-11-01 65.9370694160790000 2007-12-01 65.2514377616913900 2008-01-01 64.9183865491567900 2008-02-01 64.8431292473783000 2008-03-01 64.2836601112044000 2008-04-01 64.8725689010325000 2008-05-01 64.2886939260845000 2008-06-01 63.6670167133677940 2008-07-01 62.2347779274024000 2008-08-01 62.5748145760477100 2008-09-01 61.3257322153359040 2008-10-01 60.7093689849729000 2008-11-01 60.0062453588663940 2008-12-01 59.7336569106067000 2009-01-01 57.7975154222515000 2009-02-01 57.0404856061666000 2009-03-01 54.9688170887427000 2009-04-01 55.3615553991893000 2009-05-01 55.0537082869044000 2009-06-01 55.5705114648614040 2009-07-01 55.5166551571469000 2009-08-01 55.4646196151122000 2009-09-01 55.4291312313452000 2009-10-01 55.4754002580587000 2009-11-01 55.5379067220531000 2009-12-01 55.8179562229604000 2010-01-01 56.1967014832656000 2010-02-01 56.1195316020973960 2010-03-01 56.1805632141325000 2010-04-01 55.7384024636094000 2010-05-01 54.9974047553693000 2010-06-01 55.7152580363969960 2010-07-01 56.7287604901996050 2010-08-01 56.8561872355458000 2010-09-01 56.8858601817515000 2010-10-01 57.1137660628505000 2010-11-01 57.5433325918372060 2010-12-01 57.8372124128191000 2011-01-01 58.1040817152713000 2011-02-01 58.1482045232320960 2011-03-01 57.8010328455366040 2011-04-01 59.6867991605802100 2011-05-01 59.2800202464357000 2011-06-01 59.8988773044922950 2011-07-01 59.9119306123682000 2011-08-01 59.5117022549714000 2011-09-01 60.2428636753203000 2011-10-01 59.5855373756779000 2011-11-01 59.7080853172570000 2011-12-01 60.4732384387298000 2012-01-01 60.4583233945880000 2012-02-01 61.1079394206190050 2012-03-01 62.0504519583422900 2012-04-01 62.2587042229542900 2012-05-01 62.6074670415997050 2012-06-01 62.8902214713255000 2012-07-01 63.8982462078440000 2012-08-01 64.0938101588035000 2012-09-01 64.5270475612659000 2012-10-01 65.7393972157316000 2012-11-01 66.4581782532088000 2012-12-01 66.5260262937914000 2013-01-01 67.8079511534324000 2013-02-01 68.2309005409039000 2013-03-01 68.3769983250812000 2013-04-01 68.1826264760994000 2013-05-01 68.3015994626760000 2013-06-01 68.5548862839906000 2013-07-01 68.6245862910336100 2013-08-01 69.0005656626987000 2013-09-01 68.6448304122101000 2013-10-01 68.6976029970631000 2013-11-01 68.3443763898072100 2013-12-01 68.4283726790991000 2014-01-01 68.4494050262886000 2014-02-01 69.1832457525216000 2014-03-01 69.3414720638318000 2014-04-01 70.6761187602866000 2014-05-01 71.1198921500615000 2014-06-01 70.8679452945944000 2014-07-01 71.7054141966780900 2014-08-01 72.5649018281638000 2014-09-01 73.2309882997792000 2014-10-01 74.0668966019575100 2014-11-01 74.2689081501672900 2014-12-01 74.5571142477663000 2015-01-01 74.1970395738823000 2015-02-01 74.6595254262242900 2015-03-01 75.1133185981317000 2015-04-01 74.8541093127207000 2015-05-01 75.7734355125851000 2015-06-01 75.6003047054856000 2015-07-01 75.7676221927105000 2015-08-01 75.9846494251810900 2015-09-01 77.0478630298937000 2015-10-01 77.4059777955691000 2015-11-01 78.0370078070700000 2015-12-01 79.5439269075586000 2016-01-01 79.7276618802840000 2016-02-01 79.1789698729483000 2016-03-01 79.7087099348326000 2016-04-01 80.4753553495757100 2016-05-01 80.4747487498423000 2016-06-01 80.6476244742319000 2016-07-01 81.2835392367844900 2016-08-01 82.4295003590802000 2016-09-01 82.3985843411025000 2016-10-01 83.0482873822839000 2016-11-01 83.2751849117429100 2016-12-01 82.8412355774575100 2017-01-01 83.1832353263640000 2017-02-01 82.8411719973550000 2017-03-01 82.6241764861505900 2017-04-01 82.7435767611710000 2017-05-01 83.1415046364622000 2017-06-01 83.8453047943631000 2017-07-01 84.2862174512508000 2017-08-01 82.9732229050780000 2017-09-01 80.4673033027137000 2017-10-01 82.4725988012421000 2017-11-01 83.6181967570834100 2017-12-01 84.9596170931892000 2018-01-01 84.1028086750173000 2018-02-01 84.2991462896595000 2018-03-01 84.8438632884030900 2018-04-01 85.2927924912683000 2018-05-01 85.4054297809024100 2018-06-01 85.8163216214234100 2018-07-01 84.8821960516689100 2018-08-01 84.4887852601077000 2018-09-01 83.7927062385831000 2018-10-01 83.9915900328420000 2018-11-01 83.7995245417480000 2018-12-01 82.6332398301450000 2019-01-01 82.6996077837199000 2019-02-01 83.3931933524638000 2019-03-01 83.1760844851613000 2019-04-01 82.7748410432610900 2019-05-01 82.4396299609891000 2019-06-01 82.3855825669816000 2019-07-01 82.8998355633322000 2019-08-01 82.8015027108456000 2019-09-01 82.8090298480243000 2019-10-01 82.4391975632919000 2019-11-01 82.1773409849045900 2019-12-01 82.7662977191925000 2020-01-01 83.2172442636517100 2020-02-01 83.3605930544563000 2020-03-01 82.0007455633544000 2020-04-01 67.0474298422573000 2020-05-01 69.7899355734708000 2020-06-01 72.3457870825855000 2020-07-01 72.9398058120724900 2020-08-01 73.7142907982287000 2020-09-01 74.2949375555656000 2020-10-01 74.7876378908567000 2020-11-01 75.1932936315266000 2020-12-01 76.3359798061640900 2021-01-01 75.1017388532281000 2021-02-01 75.1823823824235000 2021-03-01 76.0000307662814000 2021-04-01 77.2009849542254000 2021-05-01 77.5886681436027000 2021-06-01 77.8088750009077900 2021-07-01 78.8107896503452000 2021-08-01 79.4415517103969100 2021-09-01 80.5225938098430000 2021-10-01 81.9488640081507100 2021-11-01 82.6277073766085000 2021-12-01 83.2868920067455900 2022-01-01 85.8455147975834000 2022-02-01 86.9613911696063000 2022-03-01 87.9197920322949900 2022-04-01 87.3443867215564200 2022-05-01 87.3276576127694100 2022-06-01 87.3266955076355900 2022-07-01 86.8328278941949000 2022-08-01 86.9698885647989100 2022-09-01 87.5899773590608000 2022-10-01 87.4553827184121000 2022-11-01 87.6402243295679100 2022-12-01 86.8367241644871000 2023-01-01 86.1349818566881000 2023-02-01 86.1685476092626900 2023-03-01 86.3696694112513000 2023-04-01 86.0112154184362100 2023-05-01 86.0656284275387000 2023-06-01 85.7532389344935100 2023-07-01 86.0718399866444900 2023-08-01 85.9680996585732100 2023-09-01 85.7912182407680900 2023-10-01 85.6749875919132100 2023-11-01 85.4656552167598000 2023-12-01 86.0175075228137000 2024-01-01 87.3736865216070000 2024-02-01 85.9848001587802200 2024-03-01 86.2632764757030000