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眠くて英語読む気しないから,d3のForceLayoutのメソッドの値を変えひたすら試し続けてメソッドの意味を調べていった話

Last updated at Posted at 2016-02-02

d3.js初心者です.
よくjqueryと似ている!なんていう話をネットで見ますが,自分はjqueryもよく知らないので,ひたすら値を変えてメソッドの役割を自分なりにまとめていきます.

説明書的な英語読まずに書いていくので意味がバカっぽくなるかもしれません

初期状態

サンプルコード

<script></script>を抜粋

ForceLayout.html
<script type="text/javascript">

        var miserables = {
          "nodes":[
            {"name":"Myriel","group":1},
            {"name":"Napoleon","group":1},
            {"name":"Mlle.Baptistine","group":1},
            {"name":"Mme.Magloire","group":1},
            {"name":"CountessdeLo","group":1},
            {"name":"Geborand","group":1},
            {"name":"Champtercier","group":1},
            {"name":"Cravatte","group":1},
            {"name":"Count","group":1},
            {"name":"OldMan","group":1},
            {"name":"Labarre","group":2},
            {"name":"Valjean","group":2},
            {"name":"Marguerite","group":3},
            {"name":"Mme.deR","group":2},
            {"name":"Isabeau","group":2},
            {"name":"Gervais","group":2},
            {"name":"Tholomyes","group":3},
            {"name":"Listolier","group":3},
            {"name":"Fameuil","group":3},
            {"name":"Blacheville","group":3},
            {"name":"Favourite","group":3},
            {"name":"Dahlia","group":3},
            {"name":"Zephine","group":3},
            {"name":"Fantine","group":3},
            {"name":"Mme.Thenardier","group":4},
            {"name":"Thenardier","group":4},
            {"name":"Cosette","group":5},
            {"name":"Javert","group":4},
            {"name":"Fauchelevent","group":0},
            {"name":"Bamatabois","group":2},
            {"name":"Perpetue","group":3},
            {"name":"Simplice","group":2},
            {"name":"Scaufflaire","group":2},
            {"name":"Woman1","group":2},
            {"name":"Judge","group":2},
            {"name":"Champmathieu","group":2},
            {"name":"Brevet","group":2},
            {"name":"Chenildieu","group":2},
            {"name":"Cochepaille","group":2},
            {"name":"Pontmercy","group":4},
            {"name":"Boulatruelle","group":6},
            {"name":"Eponine","group":4},
            {"name":"Anzelma","group":4},
            {"name":"Woman2","group":5},
            {"name":"MotherInnocent","group":0},
            {"name":"Gribier","group":0},
            {"name":"Jondrette","group":7},
            {"name":"Mme.Burgon","group":7},
            {"name":"Gavroche","group":8},
            {"name":"Gillenormand","group":5},
            {"name":"Magnon","group":5},
            {"name":"Mlle.Gillenormand","group":5},
            {"name":"Mme.Pontmercy","group":5},
            {"name":"Mlle.Vaubois","group":5},
            {"name":"Lt.Gillenormand","group":5},
            {"name":"Marius","group":8},
            {"name":"BaronessT","group":5},
            {"name":"Mabeuf","group":8},
            {"name":"Enjolras","group":8},
            {"name":"Combeferre","group":8},
            {"name":"Prouvaire","group":8},
            {"name":"Feuilly","group":8},
            {"name":"Courfeyrac","group":8},
            {"name":"Bahorel","group":8},
            {"name":"Bossuet","group":8},
            {"name":"Joly","group":8},
            {"name":"Grantaire","group":8},
            {"name":"MotherPlutarch","group":9},
            {"name":"Gueulemer","group":4},
            {"name":"Babet","group":4},
            {"name":"Claquesous","group":4},
            {"name":"Montparnasse","group":4},
            {"name":"Toussaint","group":5},
            {"name":"Child1","group":10},
            {"name":"Child2","group":10},
            {"name":"Brujon","group":4},
            {"name":"Mme.Hucheloup","group":8}
          ],
          "links":[
            {"source":1,"target":0,"value":1},
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            {"source":76,"target":48,"value":1},
            {"source":76,"target":58,"value":1}
          ]
        }


        var width = 960;
        var height = 500;

        var color = d3.scale.category20();

        var force = d3.layout.force()
          .size([width, height])
          .nodes(miserables.nodes)
          .links(miserables.links)
          .start();

        var svg = d3.select("body").append("svg")
          .attr("width", width)
          .attr("height", height);


        var link = svg.selectAll(".link")
            .data(miserables.links)
          .enter().append("line")
            .attr("class", "link")
            .style("stroke-width", function(d) { return Math.sqrt(d.value); });

        var node = svg.selectAll(".node")
            .data(miserables.nodes)
          .enter().append("circle")
            .attr("class", "node")
            .attr("r", 5)
            .style("fill", function(d) { return color(d.group); })
            .call(force.drag);

        node.append("title")
            .text(function(d) { return d.name; });

        force.on("tick", function() {
          link.attr("x1", function(d) { return d.source.x; })
              .attr("y1", function(d) { return d.source.y; })
              .attr("x2", function(d) { return d.target.x; })
              .attr("y2", function(d) { return d.target.y; });

          node.attr("cx", function(d) { return d.x; })
              .attr("cy", function(d) { return d.y; });
        });
    </script>

初期のグラフ

スクリーンショット 2016-02-02 18.12.14.png
密集してる感がある

変更を加えていく

変更を加えるのは以下だけ

ForceLayoutのとこだけ!
var force = d3.layout.force()
          .size([width, height])
          .nodes(miserables.nodes)
          .links(miserables.links)
          .start();

.links().start()の間にメソッドを入れ替えて変化を調査していく.

メソッドの説明は読まないけど,wikiのメソッド一覧みたいなものを試していく

メソッド一覧みたいなやつ
var force = d3.layout.force()
    .nodes(nodes)
    .links(links)
    .size([w, h])
    .linkStrength(0.1)
    .friction(0.9)
    .linkDistance(20)
    .charge(-30)
    .gravity(0.1)
    .theta(0.8)
    .alpha(0.1)
    .start();

linkStrength()

0~1までの値を取るらしい,そしてdefaultは0.9らしい
(すでに説明読んでるけど...)

min=0

スクリーンショット 2016-02-02 18.21.45.png

default=0.9の初期のグラフに比べてノード間の引力?的なものが弱まった印象

friction()

0~1までの値を取るらしい,そしてdefaultは0.9らしい

min = 0

スクリーンショット 2016-02-02 18.25.25.png

default=0.9にめっちゃキュってなった
frictionって摩擦だよなと思い,max=1にして実行したところめっちゃ動きました
スクショじゃ表現できないから割愛
キュってなった原因はちょっとわからない

linkDistance()

default = 20

100でやってみた

スクリーンショット 2016-02-02 18.38.20.png

リンクが長くなった

0でやってみた

ノードがくっつく勢いになりました
スクショ割愛

charge()

default=-30なことはわかった

0でやってみた

スクリーンショット 2016-02-02 18.32.22.png

またキュってなった
さっぱりわからないっす...

gravity()

default=0.1

1でやってみた

今までは1つのノードを動かすとみんなついてきたのに,ついてこなくなった

theta()

default=0.9

リンクされてないノードとの角度書いてたと思う

alpha

0.1でやってみた

スクリーンショット 2016-02-02 18.50.26.png

2でやってみた

スクリーンショット 2016-02-02 18.51.29.png

値が大きい方が違うグループがかぶる率が高い気がする.

サンプルに手を加えてみた

この記事で利用しているサンプルに手を加えた

ノードがゆらゆら動いてしまうのを解消し,ドラッグされたノードはピン留め?できるようにした.

Gistに公開しましたのでよろしければどうぞ

おわりに

誰か一人でもこの記事で救われる人がいたら幸いですwww

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