plete the process, the app needs to restart.Forbes recently announced bilionaires of $2023.$ The data set looks like this:NameJeff BezosElon MuskBernard ArnaBill GatesMark ZuckerbWarren BuffeLarry EllisonLarry PageSergey BrinMukesh AmbAmancio Orte$|$rancoise BetZhong ShanshSteve BallmerMa HuatengCarlos Slim HeAlice WaltonJim WaltonRob WaltonMichael BlootZheng HMacKenzie ScDaniel GilberGautam AdanPhil Knight &Jack MaCharles KochJulia Koch & fMasayoshi SoOlinNetWorthCountry$177$ United Stat$151$ United Stat$150$ France$124$ United Stat$97$ United Stat$96$ United Stat$93$ United Stat$91\mathrm{.}5$ United Stat$89$ United Stat$845$ India$77$ Spain$73\mathrm{.}6$ France$68\mathrm{.}9$ China$68\mathrm{.}7$ United Stat$65\mathrm{.}8$ China$62\mathrm{.}8$ Mexico$61\mathrm{.}8$ United Stat$60\mathrm{.}2$ United Stat$59\mathrm{.}5$ United Stat$59$ United Stat$55\mathrm{.}3$ China$53$ United StatS$1\mathrm{.}9$ United Stat$50\mathrm{.}5$ India$49\mathrm{.}9$ United Stat$48\mathrm{.}4$ ChinaAPPLICATION $(15$ points$)464$ United Stat$46\mathrm{.}4$ United Stat$45\mathrm{.}4$ JapanAgeResidence Citizenship$$7$ Seattle, Washin United SStates$49$ Austin, Texas United States$72$ Paris, France$65$ Medina, Washir United States$36$ Palo Alto, Califc United States$90$ Omaha, Nebras United States$76$ Lanai, Hawail United States$48$ Palo Alto, Califc United States$47$ Los Aitos, Califc United States$64$ Mumbai, India India$8$S La Coruna, Spait Spain$67$ Paris, France France$66$ Hangzhou, Chin China$65$ Hunts Point, W United States$49$ Shenzhen, Chin Cna$81$ Mexico City, Mesdco$71$ Fort Worth, Tex Ukited States$72$ Bentonville, Ari United States$76$ Bentonville, Ari United States$79$ New York, New United States$41$ Shanghai, China ChinaThis is an open$-$ended question. PleaseS$1$ Seattie, Washin United States$59$ Frankiin, Michig United States$58$ Ahmedabad, in india$83$ Hillsboro, Oreg United States$56$ Hangzhou, Chin China$85$ Wichita, Kansas United States$59$ New York, New United States$63$ Tokyo, Japan JapanStatusa. List the attributes you need for your taskin Relationshin RelationshMarriedb. Name the data mining algorithm you will useDivorcedMarriedWidowed, Rein RelationshMarriedMarriMarriedMarriedMarriedMarriedMarriedMarriedWidowedDivorcedMarriedMarriein RelationshMarriedMarriedMarriedMarriedMarriedMarriedWidowedMarriedGiven the problem statement, provide a solution. You need to:Children$2$Education$4$ Bachelor of Arts$/7$ Bachelor of Arts$/33$S Bachelor of Arts$/3$ Drop ut$,$ Harvar$2$ Drop Out, Harvar$3$ Master of Scienca Drop Out, UniveeMaster of Scienc$3$ Master of Scienc$3$ Drop Out, Stanfo$3$ Bachelor of Arts$/$Bachelor of Arts$/6$ Bachelor of Arts$/$Bachelor of Arts$/4$ Bachelor of Arts$/3$ Doctor of Jurispr$2$ Master of BusineMaster, Universit$4$ Bachelor of Arts$/5$ Bachelor of Arts$/3$ Master of Busine$8$achelor of Arts$/2$ Bachelor of Arts$/2$ Bachelor of Arts$/$Self maded. if you plan to use clustering, explain what type of cluster you are trying to form,and the type of clustering algorithms you plan to use.e$.$ If you are running prediction, define the label, Explain which algorithm you willbe using, and any parameters you might consider tuning. Do you plan to useprecislon or recall as your measure? Why?C$.$ If you are running assoclation rules, state what type of association you arelooking for, and state the support and confidence you are planning to use. Justifyyour parameters.TRUETRUEFALSETRUETRUBTRUE$>$ Formulate a problem $-$ it can be supervised, i$.$e$.,$ predicting something, or unsupervised,Le$.,$ analyzing or discovering some patterns in the data. Be clear about what you arelooking for, phrase your research questlon clearly.TRUTRUETRUEFALSETRUEEAISETRUETRUETRUETRUEFALSEFALSEFALSETRUETRUEFALSETRUETRUETRUETRUEFALSEFALSEURUEFrance