NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services in Miami-Fort Lauderdale-West Palm Beach, FL (MSA) Series ID: MIAM112PBSV Source: U.S. Bureau of Labor Statistics Release: State Employment and Unemployment Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-03-01 Last Updated: 2024-04-20 6:05 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/MIAM112PBSVN). 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 1990-01-01 104.20554335254900 1990-02-01 105.64419150622500 1990-03-01 106.89158771095100 1990-04-01 102.06611864118000 1990-05-01 103.05553479398400 1990-06-01 103.73083466162201 1990-07-01 104.38976864300600 1990-08-01 105.38298912564200 1990-09-01 105.18834797871000 1990-10-01 104.73017727921699 1990-11-01 106.05742278803301 1990-12-01 104.60351224040300 1991-01-01 103.62631579336201 1991-02-01 102.72432880670000 1991-03-01 102.83304813111201 1991-04-01 102.53725442590300 1991-05-01 102.76008266805401 1991-06-01 103.35339294066500 1991-07-01 104.09296184105301 1991-08-01 104.41389662399100 1991-09-01 104.70606313800600 1991-10-01 102.70269127909799 1991-11-01 105.11397653052700 1991-12-01 105.36670818218799 1992-01-01 111.31669021867300 1992-02-01 112.19903513269800 1992-03-01 112.91068100900200 1992-04-01 112.96404462370800 1992-05-01 113.02299303369401 1992-06-01 112.92434621490900 1992-07-01 111.70926715671000 1992-08-01 111.07313095033700 1992-09-01 114.04715061462400 1992-10-01 117.26637368707100 1992-11-01 117.08373068313999 1992-12-01 118.54546633755800 1993-01-01 121.99811077180401 1993-02-01 123.55447299028299 1993-03-01 124.39544347321801 1993-04-01 127.79307477699801 1993-05-01 126.75506725682600 1993-06-01 127.90167744964100 1993-07-01 128.54657829291400 1993-08-01 128.59026309479800 1993-09-01 130.40516364378598 1993-10-01 131.68501420888500 1993-11-01 132.25149166881700 1993-12-01 132.70228459422500 1994-01-01 137.22938677086800 1994-02-01 139.65421591001700 1994-03-01 141.15130015449898 1994-04-01 143.89738329935700 1994-05-01 145.07427944364100 1994-06-01 147.16707178373700 1994-07-01 150.14444720492000 1994-08-01 151.07218696579400 1994-09-01 152.33034341777500 1994-10-01 154.53516261409300 1994-11-01 156.27474981127500 1994-12-01 158.31999588887800 1995-01-01 158.86477566003902 1995-02-01 157.86429859497200 1995-03-01 160.44873725183000 1995-04-01 161.35728069770100 1995-05-01 163.83056615270200 1995-06-01 165.22129021252300 1995-07-01 166.92866438917298 1995-08-01 171.90275131045900 1995-09-01 170.04726179016500 1995-10-01 172.57698589289000 1995-11-01 176.09095645401797 1995-12-01 175.87784454973800 1996-01-01 174.13048609924000 1996-02-01 178.54956624572202 1996-03-01 180.58562299763200 1996-04-01 183.24236014559398 1996-05-01 185.99304253164502 1996-06-01 185.79135038453603 1996-07-01 190.96269543069800 1996-08-01 193.47783480105900 1996-09-01 195.62976846450698 1996-10-01 194.93959730828200 1996-11-01 197.47651645674100 1996-12-01 198.11278682364897 1997-01-01 199.33054356334998 1997-02-01 201.97467339079300 1997-03-01 205.34019626639800 1997-04-01 209.55064932724200 1997-05-01 211.67290949168100 1997-06-01 214.46259580688500 1997-07-01 217.72937983721297 1997-08-01 220.42420303971400 1997-09-01 224.98484261372602 1997-10-01 229.40940770228298 1997-11-01 229.36743544683202 1997-12-01 230.01558164792598 1998-01-01 232.29056660815100 1998-02-01 234.44177574600400 1998-03-01 235.87885061063800 1998-04-01 236.52657008615500 1998-05-01 237.91377151147400 1998-06-01 240.66209869380000 1998-07-01 238.94466806141102 1998-08-01 241.79566807668700 1998-09-01 243.81157080368400 1998-10-01 246.67629935283298 1998-11-01 249.30177534793302 1998-12-01 252.87997694021700 1999-01-01 254.55807757057400 1999-02-01 259.42783210443200 1999-03-01 261.48213142972000 1999-04-01 263.36482129540000 1999-05-01 266.64724961671700 1999-06-01 268.04281185032100 1999-07-01 269.94099459528200 1999-08-01 271.49977392432900 1999-09-01 273.18827697284300 1999-10-01 276.17572436765596 1999-11-01 277.01980972522800 1999-12-01 282.33226503912397 2000-01-01 285.80807106537000 2000-02-01 283.71044175441000 2000-03-01 286.02064460170897 2000-04-01 287.20115597151800 2000-05-01 288.85628333540400 2000-06-01 290.87253510108900 2000-07-01 293.74456012566800 2000-08-01 297.06251523175996 2000-09-01 300.19594478640500 2000-10-01 295.56601192415800 2000-11-01 300.72551000002700 2000-12-01 300.09448442288397 2001-01-01 310.09595037810004 2001-02-01 310.07316699425600 2001-03-01 309.32373189261000 2001-04-01 308.87346968973300 2001-05-01 308.23560036931804 2001-06-01 310.97301646797600 2001-07-01 311.77759521126200 2001-08-01 311.85282598802700 2001-09-01 313.03652951039004 2001-10-01 311.38403791736600 2001-11-01 310.61689466743303 2001-12-01 308.99504988357500 2002-01-01 312.35028197976600 2002-02-01 309.85768900321300 2002-03-01 311.86998514224400 2002-04-01 313.11218516800700 2002-05-01 315.71496517951400 2002-06-01 317.43455251958403 2002-07-01 318.43726788337800 2002-08-01 317.54434308105100 2002-09-01 316.03384438838200 2002-10-01 316.81197173074200 2002-11-01 318.84017244168700 2002-12-01 319.37442658389700 2003-01-01 319.57431051382804 2003-02-01 322.07465745011200 2003-03-01 322.84378324542400 2003-04-01 319.87170289263600 2003-05-01 316.71034179338500 2003-06-01 313.35916799097600 2003-07-01 311.27081788361500 2003-08-01 310.87601025681200 2003-09-01 307.71957572379600 2003-10-01 313.99687994973900 2003-11-01 309.95945457926400 2003-12-01 309.22774328397700 2004-01-01 315.26753736465000 2004-02-01 317.34605552340100 2004-03-01 319.84292604434100 2004-04-01 325.27765120530400 2004-05-01 324.72629705481200 2004-06-01 324.51145611141500 2004-07-01 327.38968291407200 2004-08-01 328.04063460159200 2004-09-01 325.13386880879904 2004-10-01 336.62160430692904 2004-11-01 340.19334335698100 2004-12-01 342.23248482067400 2005-01-01 343.18195205145400 2005-02-01 345.51177322275200 2005-03-01 345.31569254287200 2005-04-01 350.18534604164100 2005-05-01 350.83415923015195 2005-06-01 352.21282531449094 2005-07-01 355.68686368601600 2005-08-01 357.62397595311700 2005-09-01 360.34250984598100 2005-10-01 355.98124272232200 2005-11-01 358.19627117040704 2005-12-01 359.27589882231300 2006-01-01 357.97425707877000 2006-02-01 358.17724457296800 2006-03-01 360.56277267891200 2006-04-01 359.33516052917500 2006-05-01 363.71611644303500 2006-06-01 366.90177831175697 2006-07-01 367.05313298808403 2006-08-01 367.52681954328597 2006-09-01 367.94398244343700 2006-10-01 367.22213904567000 2006-11-01 367.95234089331600 2006-12-01 369.83697127550700 2007-01-01 371.42056250566900 2007-02-01 371.20569124822305 2007-03-01 370.99115914057800 2007-04-01 367.63775763749703 2007-05-01 369.45788317028900 2007-06-01 369.41316560450800 2007-07-01 366.54030358099800 2007-08-01 366.92480524581003 2007-09-01 365.19537229440596 2007-10-01 362.66936796776605 2007-11-01 361.05213097959200 2007-12-01 359.63331434475600 2008-01-01 358.50116326089100 2008-02-01 358.46966401791803 2008-03-01 358.32667609766100 2008-04-01 355.68011021275805 2008-05-01 353.65010830894800 2008-06-01 351.28154733637700 2008-07-01 348.89927279572000 2008-08-01 347.10333268005200 2008-09-01 345.05057210681000 2008-10-01 343.95194787556600 2008-11-01 340.93385923776503 2008-12-01 338.43225680726800 2009-01-01 331.62692248297800 2009-02-01 327.34236904803504 2009-03-01 323.33977635751200 2009-04-01 321.44237861500800 2009-05-01 320.61111630594100 2009-06-01 320.91472238890500 2009-07-01 320.44845170815000 2009-08-01 320.46332787122800 2009-09-01 320.05768347850400 2009-10-01 320.80299467574500 2009-11-01 322.23639610313700 2009-12-01 321.33896861361700 2010-01-01 322.99213125624600 2010-02-01 323.54341583648300 2010-03-01 324.03612636827300 2010-04-01 323.38828106095300 2010-05-01 322.64436553126400 2010-06-01 324.28915679260200 2010-07-01 326.57934094276800 2010-08-01 327.41928497274700 2010-09-01 327.44518345749697 2010-10-01 328.44548113573400 2010-11-01 328.84616812803200 2010-12-01 331.16060280209800 2011-01-01 334.67134280703000 2011-02-01 335.56722092396500 2011-03-01 335.97847302494200 2011-04-01 339.93559578969297 2011-05-01 338.97287878484900 2011-06-01 338.93377945302300 2011-07-01 339.79444282133000 2011-08-01 339.70942413823300 2011-09-01 341.32034747193100 2011-10-01 341.41928193156100 2011-11-01 342.39547677795300 2011-12-01 344.23048006743795 2012-01-01 344.29373181669195 2012-02-01 345.15138654198404 2012-03-01 347.70287256429805 2012-04-01 349.84970659107694 2012-05-01 350.62447023858397 2012-06-01 353.22668613405000 2012-07-01 353.23905882599996 2012-08-01 353.70136612713400 2012-09-01 355.58166533712300 2012-10-01 359.58125590108597 2012-11-01 361.27442396704595 2012-12-01 362.20941076905200 2013-01-01 363.67656941551600 2013-02-01 366.03616157908400 2013-03-01 367.76972811379300 2013-04-01 368.13723750203104 2013-05-01 369.14261271423896 2013-06-01 370.63861437508300 2013-07-01 372.03566316197305 2013-08-01 373.30330443638496 2013-09-01 373.62719548821605 2013-10-01 373.77929428530100 2013-11-01 376.15308924902000 2013-12-01 377.10084678552596 2014-01-01 379.32639994573400 2014-02-01 380.03802174442800 2014-03-01 381.68062232924600 2014-04-01 384.98178790061700 2014-05-01 387.30089233484400 2014-06-01 388.46368693016296 2014-07-01 389.35760451914496 2014-08-01 391.48504062140800 2014-09-01 393.77299050551700 2014-10-01 394.84817071829200 2014-11-01 396.42740175869795 2014-12-01 399.63133125490800 2015-01-01 396.69886510333600 2015-02-01 398.42056111454900 2015-03-01 399.08442697240900 2015-04-01 400.12114539968695 2015-05-01 402.50522892953000 2015-06-01 403.23920519532500 2015-07-01 405.70670594666000 2015-08-01 407.05439474735100 2015-09-01 408.47404419706595 2015-10-01 411.73391603076800 2015-11-01 412.68484378954600 2015-12-01 415.04719524801500 2016-01-01 416.78383563533600 2016-02-01 418.01729937466000 2016-03-01 418.69199163705804 2016-04-01 421.59072572491500 2016-05-01 420.56845036553200 2016-06-01 420.94275226572200 2016-07-01 422.49747032078500 2016-08-01 424.58238897534403 2016-09-01 425.55452361237900 2016-10-01 427.01582561785300 2016-11-01 428.03009111146600 2016-12-01 427.71777889652900 2017-01-01 431.46467436652900 2017-02-01 432.01215308145700 2017-03-01 433.14894330180397 2017-04-01 434.20188627787600 2017-05-01 435.95268062449100 2017-06-01 437.66712181038300 2017-07-01 436.94484618101500 2017-08-01 436.61992582307400 2017-09-01 426.37055434865700 2017-10-01 436.16606188808896 2017-11-01 437.96883203265100 2017-12-01 439.34448596772400 2018-01-01 439.53174571209803 2018-02-01 440.42480419472395 2018-03-01 443.41301554648100 2018-04-01 443.60237910158400 2018-05-01 444.06015809672600 2018-06-01 443.98686381188600 2018-07-01 444.28478867879403 2018-08-01 445.61149825001604 2018-09-01 445.76280037395500 2018-10-01 447.54557392354695 2018-11-01 447.56818358009400 2018-12-01 445.70015781749600 2019-01-01 446.21998592274000 2019-02-01 448.51591744104303 2019-03-01 448.84686314759200 2019-04-01 450.83480105065905 2019-05-01 450.01954071228204 2019-06-01 451.65178126557600 2019-07-01 452.96188140521600 2019-08-01 456.08376389539296 2019-09-01 454.94311034917297 2019-10-01 452.62795019131900 2019-11-01 455.38027594283795 2019-12-01 455.64162161082703 2020-01-01 455.29539701303100 2020-02-01 457.12222717131000 2020-03-01 452.25187647805400 2020-04-01 405.14926379787596 2020-05-01 417.25342092320096 2020-06-01 427.25836277196703 2020-07-01 428.41603358942103 2020-08-01 433.58168612118203 2020-09-01 435.28237592728400 2020-10-01 440.79978268825204 2020-11-01 442.50590792092004 2020-12-01 447.69340085099300 2021-01-01 452.14761982711700 2021-02-01 455.77140597582400 2021-03-01 459.33672099194200 2021-04-01 460.50265836676300 2021-05-01 462.91787906800100 2021-06-01 461.99548985701900 2021-07-01 469.08447963256200 2021-08-01 471.03817538933197 2021-09-01 474.82326863363096 2021-10-01 480.85970125825503 2021-11-01 486.08998554341400 2021-12-01 485.38118805323900 2022-01-01 496.07062500047500 2022-02-01 500.14813124433600 2022-03-01 502.22285141441800 2022-04-01 506.89288722625500 2022-05-01 507.98672474372800 2022-06-01 508.50189187688300 2022-07-01 510.72108138543000 2022-08-01 513.12754084558600 2022-09-01 515.61795877966600 2022-10-01 516.51039477363900 2022-11-01 515.64911375004200 2022-12-01 516.90490163491300 2023-01-01 518.15136002868700 2023-02-01 519.09639520094300 2023-03-01 519.99578938777800 2023-04-01 519.75697659418800 2023-05-01 520.32189760181510 2023-06-01 521.33891626651300 2023-07-01 519.59149989881300 2023-08-01 518.29738602023010 2023-09-01 519.31608343793800 2023-10-01 514.96697773799100 2023-11-01 516.82994809415400 2023-12-01 520.21401800666000 2024-01-01 515.92701144003700 2024-02-01 514.50512349337500 2024-03-01 516.08425199206600