armollica · January 6, 2018 13:19
diff --git a/.block b/.block
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diff --git a/README.md b/README.md
diff --git a/data.json b/data.json
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015},{"rank":"1","team":"Bulls","home_games":"27","home_total":"587,443","home_avg":"21,757","home_pct":"104.0","road_games":"27","road_avg":"18,104","road_pct":"93.4","games":"54","avg":"19,930","pct":"98.9","year":2016},{"rank":"2","team":"Cavaliers","home_games":"27","home_total":"555,174","home_avg":"20,562","home_pct":"100.0","road_games":"26","road_avg":"18,893","road_pct":"97.7","games":"53","avg":"19,743","pct":"98.9","year":2016},{"rank":"3","team":"Mavericks","home_games":"26","home_total":"523,183","home_avg":"20,122","home_pct":"104.8","road_games":"30","road_avg":"17,670","road_pct":"94.1","games":"56","avg":"18,809","pct":"99.1","year":2016},{"rank":"4","team":"Raptors","home_games":"24","home_total":"476,263","home_avg":"19,844","home_pct":"100.2","road_games":"29","road_avg":"17,050","road_pct":"87.9","games":"53","avg":"18,315","pct":"93.5","year":2016},{"rank":"5","team":"NY Knicks","home_games":"29","home_total":"574,548","home_avg":"19,812","home_pct":"100.0","road_games":"28","road_avg":"18,560","road_pct":"96.4","games":"57","avg":"19,197","pct":"98.2","year":2016},{"rank":"6","team":"Heat","home_games":"28","home_total":"552,222","home_avg":"19,722","home_pct":"100.6","road_games":"27","road_avg":"17,789","road_pct":"92.6","games":"55","avg":"18,773","pct":"96.7","year":2016},{"rank":"7","team":"Warriors","home_games":"24","home_total":"470,304","home_avg":"19,596","home_pct":"100.0","road_games":"30","road_avg":"19,113","road_pct":"100.2","games":"54","avg":"19,327","pct":"100.1","year":2016},{"rank":"8","team":"Trail Blazers","home_games":"28","home_total":"540,543","home_avg":"19,305","home_pct":"99.3","road_games":"27","road_avg":"17,055","road_pct":"90.4","games":"55","avg":"18,200","pct":"95.0","year":2016},{"rank":"9","team":"Jazz","home_games":"28","home_total":"537,759","home_avg":"19,205","home_pct":"96.5","road_games":"26","road_avg":"17,138","road_pct":"89.8","games":"54","avg":"18,210","pct":"93.3","year":2016},{"rank":"10","team":"Clippers","home_games":"27","home_total":"518,082","home_avg":"19,188","home_pct":"100.7","road_games":"28","road_avg":"17,668","road_pct":"91.9","games":"55","avg":"18,414","pct":"96.2","year":2016},{"rank":"11","team":"Lakers","home_games":"25","home_total":"474,925","home_avg":"18,997","home_pct":"99.7","road_games":"31","road_avg":"19,102","road_pct":"100.3","games":"56","avg":"19,055","pct":"100.0","year":2016},{"rank":"12","team":"Spurs","home_games":"28","home_total":"516,017","home_avg":"18,429","home_pct":"99.2","road_games":"27","road_avg":"17,996","road_pct":"93.9","games":"55","avg":"18,216","pct":"96.5","year":2016},{"rank":"13","team":"Thunder","home_games":"31","home_total":"564,293","home_avg":"18,203","home_pct":"100.0","road_games":"24","road_avg":"18,288","road_pct":"95.1","games":"55","avg":"18,240","pct":"97.8","year":2016},{"rank":"14","team":"Celtics","home_games":"27","home_total":"490,585","home_avg":"18,169","home_pct":"97.6","road_games":"29","road_avg":"17,247","road_pct":"89.6","games":"56","avg":"17,692","pct":"93.4","year":2016},{"rank":"15","team":"Rockets","home_games":"29","home_total":"518,039","home_avg":"17,863","home_pct":"99.0","road_games":"27","road_avg":"17,495","road_pct":"92.8","games":"56","avg":"17,685","pct":"96.0","year":2016},{"rank":"16","team":"Magic","home_games":"28","home_total":"490,822","home_avg":"17,529","home_pct":"93.0","road_games":"25","road_avg":"16,562","road_pct":"86.3","games":"53","avg":"17,073","pct":"89.8","year":2016},{"rank":"17","team":"Hornets","home_games":"28","home_total":"486,889","home_avg":"17,388","home_pct":"91.2","road_games":"26","road_avg":"17,890","road_pct":"93.9","games":"54","avg":"17,630","pct":"92.5","year":2016},{"rank":"18","team":"Wizards","home_games":"29","home_total":"503,326","home_avg":"17,356","home_pct":"85.6","road_games":"25","road_avg":"18,220","road_pct":"95.5","games":"54","avg":"17,756","pct":"90.0","year":2016},{"rank":"19","team":"Kings","home_games":"27","home_total":"466,151","home_avg":"17,264","home_pct":"99.7","road_games":"27","road_avg":"17,286","road_pct":"90.9","games":"54","avg":"17,275","pct":"95.1","year":2016},{"rank":"20","team":"Suns","home_games":"29","home_total":"495,269","home_avg":"17,078","home_pct":"92.7","road_games":"26","road_avg":"17,522","road_pct":"91.3","games":"55","avg":"17,288","pct":"92.0","year":2016},{"rank":"21","team":"Grizzlies","home_games":"29","home_total":"494,839","home_avg":"17,063","home_pct":"94.2","road_games":"25","road_avg":"17,566","road_pct":"91.6","games":"54","avg":"17,296","pct":"93.0","year":2016},{"rank":"22","team":"Pacers","home_games":"26","home_total":"433,402","home_avg":"16,669","home_pct":"91.8","road_games":"28","road_avg":"17,545","road_pct":"90.8","games":"54","avg":"17,123","pct":"91.3","year":2016},{"rank":"23","team":"Pelicans","home_games":"27","home_total":"449,152","home_avg":"16,635","home_pct":"96.8","road_games":"27","road_avg":"18,356","road_pct":"96.1","games":"54","avg":"17,495","pct":"96.4","year":2016},{"rank":"24","team":"Hawks","home_games":"28","home_total":"463,987","home_avg":"16,570","home_pct":"88.5","road_games":"29","road_avg":"17,063","road_pct":"89.9","games":"57","avg":"16,821","pct":"89.2","year":2016},{"rank":"25","team":"Pistons","home_games":"26","home_total":"423,308","home_avg":"16,281","home_pct":"73.8","road_games":"29","road_avg":"17,342","road_pct":"91.7","games":"55","avg":"16,840","pct":"82.5","year":2016},{"rank":"26","team":"Bucks","home_games":"24","home_total":"359,666","home_avg":"14,986","home_pct":"80.1","road_games":"32","road_avg":"17,593","road_pct":"91.7","games":"56","avg":"16,476","pct":"86.8","year":2016},{"rank":"27","team":"Nets","home_games":"32","home_total":"476,591","home_avg":"14,893","home_pct":"82.3","road_games":"23","road_avg":"18,064","road_pct":"94.7","games":"55","avg":"16,219","pct":"87.6","year":2016},{"rank":"28","team":"76ers","home_games":"26","home_total":"382,628","home_avg":"14,716","home_pct":"72.4","road_games":"28","road_avg":"17,540","road_pct":"91.6","games":"54","avg":"16,180","pct":"82.1","year":2016},{"rank":"29","team":"Timberwolves","home_games":"29","home_total":"412,473","home_avg":"14,223","home_pct":"73.5","road_games":"27","road_avg":"17,558","road_pct":"92.1","games":"56","avg":"15,831","pct":"82.4","year":2016},{"rank":"30","team":"Nuggets","home_games":"26","home_total":"362,362","home_avg":"13,937","home_pct":"72.8","road_games":"29","road_avg":"17,489","road_pct":"91.7","games":"55","avg":"15,810","pct":"82.7","year":2016}]
diff --git a/index.html b/index.html
 <!DOCTYPE html>
 <html>
  <head>
    <meta charset="utf-8">
    <title></title>
    <style>
      body {
        font: 12px sans-serif;
      }

      .axis line,
      .axis path {
        fill: none;
        stroke: #000;
        stroke-width: 1px;
      }

      .line {
        fill: none;
        stroke: #000;
        stroke-width: 1px;
        opacity: 0.1;
        -webkit-transition: stroke-width 0.2s, opacity 0.2s;
        -ms-transition: stroke-width 0.2s, opacity 0.2s;
        transition: stroke-width 0.2s, opacity 0.2s;
      }

      .line.hovered {
        stroke-width: 2px;
        opacity: 1;
      }

      .polygon {
        fill-opacity: 0;
        stroke-opacity: 0;
      }

      .marker {
        fill: none;
        stroke: #ff0000;
        stroke-width: 1px;
      }

      .team-name {
        opacity: 0.05;
        -webkit-transition: opacity 0.2s;
        -ms-transition: opacity 0.2s;
        transition: opacity 0.2s;
      }

      .team-name.hovered {
        opacity: 1;
      }
    </style>
  </head>
  <body>
    <script src="//d3js.org/d3.v3.min.js" charset="utf-8"></script>
    <script>
      var margin = { top: 10, left: 75, bottom: 30, right: 75 },
          width = 960 - margin.left - margin.right,
          height = 400 - margin.top - margin.bottom;

      var scale = {
        x: d3.scale.linear().range([0, width]),
        y: d3.scale.linear().range([height, 0])
      };

      var access = {
        x: function(d) { return d.year; },
        y: function(d) { return d.avg; }
      };

      var value = {
        x: function(d) { return scale.x(access.x(d)); },
        y: function(d) { return scale.y(access.y(d)); }
      };

      var axis = {
        x: d3.svg.axis().scale(scale.x).orient("bottom")
            .tickFormat(d3.format(""))
            .ticks(15),
        y: d3.svg.axis().scale(scale.y).orient("left")
      };

      var line = d3.svg.line()
        .x(value.x)
        .y(value.y)
        .interpolate("monotone");

      var voronoi = d3.geom.voronoi()
        .clipExtent([[0, 0], [width, height]])
        .x(value.x)
        .y(value.y);

      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 + ")");

      var xMarker = svg.append("circle")
        .attr("class", "x marker")
        .attr("r", 0);

      var yMarker = svg.append("circle")
        .attr("class", "y marker")
        .attr("r", 0);

      d3.json("data.json", function(error, data){
        if (error) throw error;

        data.forEach(function(d) {
          d.avg = +(d.avg.replace(",", ""));
          d.year = +d.year;
        });

        var minimum = {
          x: d3.min(data, access.x),
          y: d3.min(data, access.y)
        };

        scale.x.domain(d3.extent(data, access.x));
        scale.y.domain(d3.extent(data, access.y));

        groupedByTeam = d3.nest()
          .key(function(d) { return d.team; })
          .entries(data);

        svg.append("g").attr("class", "x axis")
          .attr("transform", "translate(0," + height + ")")
          .call(axis.x);
        svg.append("g").attr("class", "y axis")
            .call(axis.y)
          .append("text")
            .attr("transform", "rotate(-90)")
            .attr("y", 6)
            .attr("dy", ".71em")
            .style("text-anchor", "end")
            .style("text-shadow", "1px 1px #fff")
            .text("Attendance");

        var lines = svg.selectAll(".line")
            .data(groupedByTeam)
          .enter().append("path")
            .attr("class", "line")
            .attr("d", function(d) { return line(d.values); });

        var teamNames = svg.append("g").selectAll(".team-name")
            .data(data.filter(function(d) { return d.year === 2016; }))
          .enter().append("text")
            .attr("class", "team-name")
            .attr("x", value.x)
            .attr("y", value.y)
            .attr("dx", 3)
            .attr("dy", ".32em")
            .text(function(d) { return d.team; });

        var polygons = svg.selectAll(".polygon")
          .data(voronoi(data));

        polygons.enter().append("path")
          .attr("class", "polygon")
          .attr("d", function(d) {
            if (d !== undefined)
              return "M" + d.join("L") + "Z";
          })
          .on("mouseenter", function(d) {
            var team = d.point.team;

            lines.classed("hovered", function(d) { return d.key === team; });

            xMarker
              .attr("r", 3)
              .attr("cx", scale.x(d.point.year))
              .attr("cy", scale.y(minimum.y));

            yMarker
              .attr("r", 3)
              .attr("cx", scale.x(minimum.x))
              .attr("cy", scale.y(d.point.avg));

            teamNames
              .classed("hovered", function(d) { return d.team === team; });
          })
          .on("mouseleave", function() {
            lines.classed("hovered", false)
            xMarker.attr("r", 0)
            yMarker.attr("r", 0)
            teamNames.classed("hovered", false);
          });

      });
    </script>
  </body>
 </html>
diff --git a/scrape-attendance.js b/scrape-attendance.js
 var fs = require("fs");
 var cheerio = require("cheerio");
 var d3 = {
  request: require("d3-request").request,
  queue: require("d3-queue").queue
 };

 var queue = d3.queue();
 for (var year = 2001; year <= 2016; year++) {
  queue.defer(getAttendance, year);
 }
 queue.awaitAll(function(error, results) {
  if (error) throw error;
  var data = results.reduce(function(a, b) { return a.concat(b); });
  fs.writeFile("data.json", JSON.stringify(data), function(error) {
    if (error) throw error;
    console.log("Data saved.");
  })
 });

 function getAttendance(year, callback) {
  var column_titles = [
    "rank", "team",
    "home_games", "home_total", "home_avg", "home_pct",
    "road_games", "road_avg", "road_pct",
    "games", "avg", "pct"
  ];
  var url = "http://espn.go.com/nba/attendance/_/year/" + year;
  var data = [];
  d3.request(url, function(error, response) {
    if (error) callback(error);

    var $ = cheerio.load(response.responseText);

    var container = $("#my-teams-table");

    var rows = container
      .find("tr")
      .filter(function() {
        return !$(this).attr("class").endsWith("head");
      });

    rows.each(function(i) {
      data[i] = {};
      $(this).find("td")
        .each(function(j) {
          var title = column_titles[j];
          data[i][title] = $(this).text();
        });
    });

    data.forEach(function(d) { d.year = year; });

    callback(null, data);
  });
 }
diff --git a/thumbnail.png b/thumbnail.png
	<!DOCTYPE html>
	<html>
	<head>
	<meta charset="utf-8">
	<title></title>
	<style>
	body {
	font: 12px sans-serif;
	}

	.axis line,
	.axis path {
	fill: none;
	stroke: #000;
	stroke-width: 1px;
	}

	.line {
	fill: none;
	stroke: #000;
	stroke-width: 1px;
	opacity: 0.1;
	-webkit-transition: stroke-width 0.2s, opacity 0.2s;
	-ms-transition: stroke-width 0.2s, opacity 0.2s;
	transition: stroke-width 0.2s, opacity 0.2s;
	}

	.line.hovered {
	stroke-width: 2px;
	opacity: 1;
	}

	.polygon {
	fill-opacity: 0;
	stroke-opacity: 0;
	}

	.marker {
	fill: none;
	stroke: #ff0000;
	stroke-width: 1px;
	}

	.team-name {
	opacity: 0.05;
	-webkit-transition: opacity 0.2s;
	-ms-transition: opacity 0.2s;
	transition: opacity 0.2s;
	}

	.team-name.hovered {
	opacity: 1;
	}
	</style>
	</head>
	<body>
	<script src="//d3js.org/d3.v3.min.js" charset="utf-8"></script>
	<script>
	var margin = { top: 10, left: 75, bottom: 30, right: 75 },
	width = 960 - margin.left - margin.right,
	height = 400 - margin.top - margin.bottom;

	var scale = {
	x: d3.scale.linear().range([0, width]),
	y: d3.scale.linear().range([height, 0])
	};

	var access = {
	x: function(d) { return d.year; },
	y: function(d) { return d.avg; }
	};

	var value = {
	x: function(d) { return scale.x(access.x(d)); },
	y: function(d) { return scale.y(access.y(d)); }
	};

	var axis = {
	x: d3.svg.axis().scale(scale.x).orient("bottom")
	.tickFormat(d3.format(""))
	.ticks(15),
	y: d3.svg.axis().scale(scale.y).orient("left")
	};

	var line = d3.svg.line()
	.x(value.x)
	.y(value.y)
	.interpolate("monotone");

	var voronoi = d3.geom.voronoi()
	.clipExtent([[0, 0], [width, height]])
	.x(value.x)
	.y(value.y);

	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 + ")");

	var xMarker = svg.append("circle")
	.attr("class", "x marker")
	.attr("r", 0);

	var yMarker = svg.append("circle")
	.attr("class", "y marker")
	.attr("r", 0);

	d3.json("data.json", function(error, data){
	if (error) throw error;

	data.forEach(function(d) {
	d.avg = +(d.avg.replace(",", ""));
	d.year = +d.year;
	});

	var minimum = {
	x: d3.min(data, access.x),
	y: d3.min(data, access.y)
	};

	scale.x.domain(d3.extent(data, access.x));
	scale.y.domain(d3.extent(data, access.y));

	groupedByTeam = d3.nest()
	.key(function(d) { return d.team; })
	.entries(data);

	svg.append("g").attr("class", "x axis")
	.attr("transform", "translate(0," + height + ")")
	.call(axis.x);
	svg.append("g").attr("class", "y axis")
	.call(axis.y)
	.append("text")
	.attr("transform", "rotate(-90)")
	.attr("y", 6)
	.attr("dy", ".71em")
	.style("text-anchor", "end")
	.style("text-shadow", "1px 1px #fff")
	.text("Attendance");

	var lines = svg.selectAll(".line")
	.data(groupedByTeam)
	.enter().append("path")
	.attr("class", "line")
	.attr("d", function(d) { return line(d.values); });

	var teamNames = svg.append("g").selectAll(".team-name")
	.data(data.filter(function(d) { return d.year === 2016; }))
	.enter().append("text")
	.attr("class", "team-name")
	.attr("x", value.x)
	.attr("y", value.y)
	.attr("dx", 3)
	.attr("dy", ".32em")
	.text(function(d) { return d.team; });

	var polygons = svg.selectAll(".polygon")
	.data(voronoi(data));

	polygons.enter().append("path")
	.attr("class", "polygon")
	.attr("d", function(d) {
	if (d !== undefined)
	return "M" + d.join("L") + "Z";
	})
	.on("mouseenter", function(d) {
	var team = d.point.team;

	lines.classed("hovered", function(d) { return d.key === team; });

	xMarker
	.attr("r", 3)
	.attr("cx", scale.x(d.point.year))
	.attr("cy", scale.y(minimum.y));

	yMarker
	.attr("r", 3)
	.attr("cx", scale.x(minimum.x))
	.attr("cy", scale.y(d.point.avg));

	teamNames
	.classed("hovered", function(d) { return d.team === team; });
	})
	.on("mouseleave", function() {
	lines.classed("hovered", false)
	xMarker.attr("r", 0)
	yMarker.attr("r", 0)
	teamNames.classed("hovered", false);
	});

	});
	</script>
	</body>
	</html>
	var fs = require("fs");
	var cheerio = require("cheerio");
	var d3 = {
	request: require("d3-request").request,
	queue: require("d3-queue").queue
	};

	var queue = d3.queue();
	for (var year = 2001; year <= 2016; year++) {
	queue.defer(getAttendance, year);
	}
	queue.awaitAll(function(error, results) {
	if (error) throw error;
	var data = results.reduce(function(a, b) { return a.concat(b); });
	fs.writeFile("data.json", JSON.stringify(data), function(error) {
	if (error) throw error;
	console.log("Data saved.");
	})
	});

	function getAttendance(year, callback) {
	var column_titles = [
	"rank", "team",
	"home_games", "home_total", "home_avg", "home_pct",
	"road_games", "road_avg", "road_pct",
	"games", "avg", "pct"
	];
	var url = "http://espn.go.com/nba/attendance/_/year/" + year;
	var data = [];
	d3.request(url, function(error, response) {
	if (error) callback(error);

	var $ = cheerio.load(response.responseText);

	var container = $("#my-teams-table");

	var rows = container
	.find("tr")
	.filter(function() {
	return !$(this).attr("class").endsWith("head");
	});

	rows.each(function(i) {
	data[i] = {};
	$(this).find("td")
	.each(function(j) {
	var title = column_titles[j];
	data[i][title] = $(this).text();
	});
	});

	data.forEach(function(d) { d.year = year; });

	callback(null, data);
	});
	}