(window.webpackJsonp=window.webpackJsonp||[]).push([[46],{DFAN:function(t,e,n){"use strict";n.r(e),n.d(e,"_frontmatter",(function(){return o})),n.d(e,"default",(function(){return c}));var i=n("zLVn"),a=(n("q1tI"),n("7ljp")),s=n("Bl7J"),o={},r={_frontmatter:o},l=s.a;function c(t){var e=t.components,n=Object(i.a)(t,["components"]);return Object(a.b)(l,Object.assign({},r,n,{components:e,mdxType:"MDXLayout"}),Object(a.b)("h1",null,"Clustering Algorithms"),Object(a.b)("p",null,'A clustering algorithm is any technique for taking a collection of data and partitioning it into "',Object(a.b)("a",Object.assign({parentName:"p"},{href:"/clusters",title:"clusters"}),"clusters"),'" based on characteristics of the data in question.\n',Object(a.b)("a",Object.assign({parentName:"p"},{href:"/Polis",title:"Polis"}),"Polis")," uses clustering algorithms to identity ",Object(a.b)("a",Object.assign({parentName:"p"},{href:"/opinion-groups",title:"opinion groups"}),"opinion groups")," in a ",Object(a.b)("a",Object.assign({parentName:"p"},{href:"/conversation",title:"conversation"}),"conversation"),", and these play a key role in our ",Object(a.b)("a",Object.assign({parentName:"p"},{href:"/Analysis",title:"Analysis"}),"Analysis")," techniques and ",Object(a.b)("a",Object.assign({parentName:"p"},{href:"/algorithms",title:"algorithms"}),"algorithms"),"."),Object(a.b)("p",null,"The primary clustering algorithm used by Polis to identity opinion groups is called ",Object(a.b)("a",Object.assign({parentName:"p"},{href:"/K-means",title:"K means"}),"K means"),"."),Object(a.b)("p",null,"For more see:"),Object(a.b)("ul",null,Object(a.b)("li",{parentName:"ul"},"",Object(a.b)("a",Object.assign({parentName:"li"},{href:"/opinion-groups",title:"opinion groups"}),"opinion groups"),""),Object(a.b)("li",{parentName:"ul"},"",Object(a.b)("a",Object.assign({parentName:"li"},{href:"/algorithms",title:"algorithms"}),"algorithms"),"")))}c.isMDXComponent=!0}}]);
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