Movie Genre, Rating and Budget

.block

height: 600

README.md

IMDB movie ratings by genre. Movies with bigger budgets have bigger bubbles.

Uses the d3.forceChart() plugin. Data are from the ggplot2 R package.

force-chart.js

d3.forceChart = function() {
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      y = function(d) { return d[1]; },
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      rGravity = function(d) { return 1; },
      shape = "circle",
      tickUpdate = function() {};
  
  var force = d3.layout.force()
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      });
      
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    force
      .size([width, height])
      .nodes(nodes)
      .on("tick", tick)
      .start();
      
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        d.y += dy * k * yGravity(d);
        d.r += dr * k * rGravity(d);
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    function collideCircle(k) {
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      return function(node) {
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};

get-data.r

library(dplyr)
library(ggplot2movies)
library(tidyr)
library(jsonlite)

movies %>%
  filter(!is.na(budget)) %>%
  gather(genre, isGenre, Action:Short) %>%
  filter(isGenre == 1, 
         mpaa != "", 
         !(genre %in% c("Short", "Documentary")),
         year > 2000) %>%
  select(title, year, length, rating, budget, votes, mpaa, genre) %>%
  toJSON %>%
  write("movies.json")

index.html

<html>
  <head>
    <style>
      body {
       font: 14px sans-serif; 
      }
      
      .axis path,
      .axis line {
        fill: none;
        stroke: black;
      }
      
      .axis path { stroke: none; }
    </style>
  </head>
  <body>
     <script src="https://d3js.org/d3.v3.min.js" charset="utf-8"></script>
     <script src="force-chart.js"></script>
     <script>
       var margin = { top: 10, left: 100, bottom: 30, right: 50 },
           width = 960 - margin.left - margin.right,
           height = 600 - margin.top - margin.bottom;
       
       var x = function(d) { return d.rating; },
           y = function(d) { return d.genre; },
           area = function(d) { return d.budget; };
       
       var xScale = d3.scale.linear()
             .domain([0, 10])
             .range([0, width]),
           yScale = d3.scale.ordinal()
             .domain(["Comedy", "Action", "Romance", "Animation", "Drama"])
             .rangeBands([height, 0]),
           areaScale = d3.scale.linear().range([0, 125]),
           colorScale = d3.scale.quantize()
            .domain([0, 10])
            .range(["#AB879C","#928EAB","#6C97B0","#3E9EA7","#1BA38F",
                    "#37A46C","#62A145","#8D991C","#B98A00","#E07423"]);
       
       var xValue = function(d) { return xScale(x(d)); },
           yValue = function(d) { return yScale(y(d)) + yScale.rangeBand()/2; },
           rValue = function(d) {
             var A = areaScale(area(d));
             return Math.sqrt(A / Math.PI);
           },
           colorValue = function(d) { return colorScale(x(d)); };
       
       var xAxis = d3.svg.axis().scale(xScale).orient("bottom"),
           yAxis = d3.svg.axis().scale(yScale).orient("left");
       
       var bubbleChart = d3.forceChart()
        .size([width, height])
        .x(xValue)
        .y(yValue)
        .r(rValue)
        .xGravity(3)    // make the x-position more accurate
        .yGravity(1/3); // ...and the y-position more flexible
        
       var svg = d3.select("body").append("svg")
          .attr("width", width + margin.left + margin.right)
          .attr("height", height + margin.top + margin.bottom)
        .append("g")
          .attr("transform", "translate(" + margin.left + "," + margin.top + ")");
       
       d3.json("movies.json", function(error, movies) {
         if (error) throw error;
         
         areaScale.domain([0,d3.max(movies, area)]);
         
         // Draw axes
         svg.append("g")
            .attr("class", "x axis")
            .attr("transform", "translate(0," + height + ")")
            .call(xAxis)
          .append("text")
            .attr("dx", width)
            .attr("dy", -6)
            .style("text-anchor", "end")
            .text("IMDB Rating");
          
         svg.append("g")
            .attr("class", "y axis")
            .call(yAxis)
          .selectAll(".tick line")
            .attr("x2", width)
            .attr("stroke-dasharray", "1, 2")
            .style("stroke", "lightgrey");
         
         // Draw legend
         svg.append("g").call(legend);
            
         // Draw bubbles
         svg.append("g").call(bubbleChart, movies)
            .attr("class", "bubbles")
          .selectAll(".node").append("circle")
            .attr("r", function(d) { return d.r0; })
            .attr("fill", colorValue)
            .attr("stroke", "slategrey");
       });
       
       function legend(selection) {
         var legendData = [
           { budget: 200000000, text: "$200 million", dy: 0 },
           { budget: 100000000, text: "$100 million", dy: 20 },
           { budget: 50000000, text: "$50 million", dy: 40 },
           { budget: 10000000, text: "$10 million", dy: 60 }
         ];
         
         var legend = selection
            .attr("class", "legend")
            .attr("transform", "translate(" + xScale(9.5) + "," + (height/2 - 30) + ")");
         
         legend.append("text")
          .attr("dx", -6)
          .attr("dy", -16)
          .text("Budget");
          
         legend.selectAll(".item").data(legendData)
          .enter().append("g")
            .attr("transform", function(d) { return "translate(0," + d.dy + ")"; })
            .each(function(d) {
              d3.select(this).append("circle")
                .attr("r", rValue(d))
                .style("fill", "none")
                .style("stroke", "slategrey");
              d3.select(this).append("text")
                .attr("dx", 10)
                .attr("dy", 4)
                .text(d.text);
            });
       }
     </script>
  </body>
</html>

movies.json

[{"title":"2 Fast 2 Furious","year":2003,"length":107,"rating":5.1,"budget":76000000,"votes":9556,"mpaa":"PG-13","genre":"Action"},{"title":"3000 Miles to Graceland","year":2001,"length":125,"rating":5.4,"budget":62000000,"votes":7298,"mpaa":"R","genre":"Action"},{"title":"51st State, The","year":2001,"length":92,"rating":6.1,"budget":28000000,"votes":6752,"mpaa":"R","genre":"Action"},{"title":"AVP: Alien Vs. Predator","year":2004,"length":102,"rating":5.4,"budget":45000000,"votes":14651,"mpaa":"PG-13","genre":"Action"},{"title":"Absolon","year":2003,"length":96,"rating":4.1,"budget":8000000,"votes":548,"mpaa":"R","genre":"Action"},{"title":"Adventures of Pluto Nash, The","year":2002,"length":95,"rating":3.9,"budget":100000000,"votes":2543,"mpaa":"PG-13","genre":"Action"},{"title":"After the Sunset","year":2004,"length":97,"rating":6,"budget":58000000,"votes":3431,"mpaa":"PG-13","genre":"Action"},{"title":"Agent Cody Banks","year":2003,"length":102,"rating":5.5,"budget":26000000,"votes":2655,"mpaa":"PG","genre":"Action"},{"title":"Agent Cody Banks 2: Destination London","year":2004,"length":100,"rating":3.8,"budget":26000000,"votes":919,"mpaa":"PG","genre":"Action"},{"title":"Air Marshal","year":2003,"length":90,"rating":3,"budget":500000,"votes":81,"mpaa":"R","genre":"Action"},{"title":"Alamo, The","year":2004,"length":137,"rating":5.9,"budget":95000000,"votes":3060,"mpaa":"PG-13","genre":"Action"},{"title":"All About the Benjamins","year":2002,"length":95,"rating":5.4,"budget":14000000,"votes":1250,"mpaa":"R","genre":"Action"},{"title":"All the Queen's Men","year":2001,"length":105,"rating":5,"budget":25000000,"votes":353,"mpaa":"PG-13","genre":"Action"},{"title":"Alone in the Dark","year":2005,"length":96,"rating":2.1,"budget":20000000,"votes":2880,"mpaa":"R","genre":"Action"},{"title":"American Outlaws","year":2001,"length":94,"rating":5.5,"budget":35000000,"votes":2878,"mpaa":"PG-13","genre":"Action"},{"title":"Animatrix: Final Flight of the Osiris, The","year":2003,"length":11,"rating":7.6,"budget":5000000,"votes":1536,"mpaa":"PG-13","genre":"Action"},{"title":"Around the World in 80 Days","year":2004,"length":120,"rating":5.7,"budget":110000000,"votes":3887,"mpaa":"PG","genre":"Action"},{"title":"Assault on Precinct 13","year":2005,"length":109,"rating":6.3,"budget":20000000,"votes":2960,"mpaa":"R","genre":"Action"},{"title":"Atlantis: The Lost Empire","year":2001,"length":95,"rating":6.4,"budget":90000000,"votes":6323,"mpaa":"PG","genre":"Action"},{"title":"Austin Powers in Goldmember","year":2002,"length":94,"rating":6.2,"budget":63000000,"votes":22870,"mpaa":"PG-13","genre":"Action"},{"title":"Bad Boys II","year":2003,"length":145,"rating":6.1,"budget":130000000,"votes":13087,"mpaa":"R","genre":"Action"},{"title":"Bad Company","year":2002,"length":116,"rating":5.4,"budget":70000000,"votes":6175,"mpaa":"PG-13","genre":"Action"},{"title":"Badge, The","year":2002,"length":103,"rating":6.3,"budget":6000000,"votes":740,"mpaa":"R","genre":"Action"},{"title":"Ballistic: Ecks vs. Sever","year":2002,"length":91,"rating":3.4,"budget":70000000,"votes":4556,"mpaa":"R","genre":"Action"},{"title":"Behind Enemy Lines","year":2001,"length":106,"rating":6.1,"budget":40000000,"votes":10856,"mpaa":"PG-13","genre":"Action"},{"title":"Belly of the Beast","year":2003,"length":91,"rating":4.2,"budget":18000000,"votes":638,"mpaa":"R","genre":"Action"},{"title":"Black Hawk Down","year":2001,"length":142,"rating":7.6,"budget":90000000,"votes":32530,"mpaa":"R","genre":"Action"},{"title":"Blade II","year":2002,"length":108,"rating":6.6,"budget":55000000,"votes":17139,"mpaa":"R","genre":"Action"},{"title":"Blade: Trinity","year":2004,"length":124,"rating":5.7,"budget":65000000,"votes":7439,"mpaa":"R","genre":"Action"},{"title":"Bourne Identity, The","year":2002,"length":119,"rating":7.3,"budget":75000000,"votes":29871,"mpaa":"PG-13","genre":"Action"},{"title":"Bourne Supremacy, The","year":2004,"length":108,"rating":7.3,"budget":75000000,"votes":19878,"mpaa":"PG-13","genre":"Action"},{"title":"Breed, The","year":2001,"length":91,"rating":4.7,"budget":4000000,"votes":582,"mpaa":"R","genre":"Action"},{"title":"Bulletproof Monk","year":2003,"length":104,"rating":5.2,"budget":52000000,"votes":5405,"mpaa":"PG-13","genre":"Action"},{"title":"Catch That Kid","year":2004,"length":91,"rating":4.5,"budget":18000000,"votes":598,"mpaa":"PG","genre":"Action"},{"title":"Catwoman","year":2004,"length":104,"rating":3.4,"budget":85000000,"votes":8815,"mpaa":"PG-13","genre":"Action"},{"title":"Cellular","year":2004,"length":94,"rating":6.4,"budget":25000000,"votes":6182,"mpaa":"PG-13","genre":"Action"},{"title":"Charlie's Angels: Full Throttle","year":2003,"length":107,"rating":5,"budget":120000000,"votes":13990,"mpaa":"PG-13","genre":"Action"},{"title":"Chronicles of Riddick, The","year":2004,"length":135,"rating":6.2,"budget":110000000,"votes":11438,"mpaa":"PG-13","genre":"Action"},{"title":"Climb, The","year":2002,"length":98,"rating":5.2,"budget":2500000,"votes":83,"mpaa":"PG","genre":"Action"},{"title":"Collateral Damage","year":2002,"length":108,"rating":5.2,"budget":85000000,"votes":8590,"mpaa":"R","genre":"Action"},{"title":"Core, The","year":2003,"length":135,"rating":5.4,"budget":74000000,"votes":7860,"mpaa":"PG-13","genre":"Action"},{"title":"Coronado","year":2003,"length":88,"rating":4.5,"budget":4700000,"votes":411,"mpaa":"PG-13","genre":"Action"},{"title":"Count of Monte Cristo, The","year":2002,"length":134,"rating":7.4,"budget":35000000,"votes":13907,"mpaa":"PG-13","genre":"Action"},{"title":"Cradle 2 the Grave","year":2003,"length":101,"rating":5.3,"budget":25000000,"votes":4164,"mpaa":"R","genre":"Action"},{"title":"Cypher","year":2002,"length":95,"rating":7.2,"budget":7500000,"votes":3160,"mpaa":"R","genre":"Action"},{"title":"D.E.B.S.","year":2004,"length":91,"rating":6,"budget":3500000,"votes":300,"mpaa":"PG-13","genre":"Action"},{"title":"Daredevil","year":2003,"length":133,"rating":5.7,"budget":75000000,"votes":20642,"mpaa":"R","genre":"Action"},{"title":"Dark Blue","year":2002,"length":118,"rating":6.6,"budget":15000000,"votes":3882,"mpaa":"R","genre":"Action"},{"title":"Dawn of the Dead","year":2004,"length":109,"rating":7.4,"budget":28000000,"votes":16283,"mpaa":"R","genre":"Action"},{"title":"Day After Tomorrow, The","year":2004,"length":124,"rating":6.3,"budget":125000000,"votes":23749,"mpaa":"PG-13","genre":"Action"},{"title":"Defender, The","year":2004,"length":90,"rating":6.3,"budget":6000000,"votes":58,"mpaa":"R","genre":"Action"},{"title":"Derailed","year":2002,"length":89,"rating":3.4,"budget":18000000,"votes":1075,"mpaa":"R","genre":"Action"},{"title":"Detention","year":2003,"length":98,"rating":4.1,"budget":10000000,"votes":223,"mpaa":"R","genre":"Action"},{"title":"Deuces Wild","year":2002,"length":100,"rating":5.3,"budget":10000000,"votes":1511,"mpaa":"R","genre":"Action"},{"title":"Die Another Day","year":2002,"length":133,"rating":6.4,"budget":142000000,"votes":22136,"mpaa":"PG-13","genre":"Action"},{"title":"Double Take","year":2001,"length":91,"rating":4.8,"budget":24000000,"votes":1503,"mpaa":"PG-13","genre":"Action"},{"title":"Driven","year":2001,"length":116,"rating":4.4,"budget":72000000,"votes":7129,"mpaa":"PG-13","genre":"Action"},{"title":"Eight Legged Freaks","year":2002,"length":99,"rating":5.5,"budget":30000000,"votes":6362,"mpaa":"PG-13","genre":"Action"},{"title":"Elektra","year":2005,"length":96,"rating":4.9,"budget":43000000,"votes":5120,"mpaa":"PG-13","genre":"Action"},{"title":"Empire","year":2002,"length":90,"rating":6,"budget":3500000,"votes":1718,"mpaa":"R","genre":"Action"},{"title":"Enemy at the Gates","year":2001,"length":131,"rating":7.3,"budget":70000000,"votes":19169,"mpaa":"R","genre":"Action"},{"title":"Equilibrium","year":2002,"length":107,"rating":7.6,"budget":20000000,"votes":17579,"mpaa":"R","genre":"Action"},{"title":"Era of Vampire, The","year":2002,"length":90,"rating":4.2,"budget":1000000,"votes":329,"mpaa":"R","genre":"Action"},{"title":"Exit Wounds","year":2001,"length":101,"rating":5.3,"budget":33000000,"votes":5370,"mpaa":"R","genre":"Action"},{"title":"Exorcist: The Beginning","year":2004,"length":114,"rating":5,"budget":30000000,"votes":4130,"mpaa":"R","genre":"Action"},{"title":"Extreme Ops","year":2002,"length":94,"rating":4,"budget":40000000,"votes":1337,"mpaa":"PG-13","genre":"Action"},{"title":"Fast and the Furious, The","year":2001,"length":106,"rating":5.7,"budget":38000000,"votes":21428,"mpaa":"PG-13","genre":"Action"},{"title":"Final Fantasy: The Spirits Within","year":2001,"length":106,"rating":6.5,"budget":137000000,"votes":16451,"mpaa":"PG-13","genre":"Action"},{"title":"Final Solution","year":2001,"length":110,"rating":7,"budget":1500000,"votes":32,"mpaa":"R","genre":"Action"},{"title":"Fire Over Afghanistan","year":2003,"length":92,"rating":4.5,"budget":155000,"votes":67,"mpaa":"R","genre":"Action"},{"title":"Flight of the Phoenix","year":2004,"length":113,"rating":6,"budget":45000000,"votes":2732,"mpaa":"PG-13","genre":"Action"},{"title":"Foreigner, 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