S18 - HW3 - Scatterplot

CS 725/825 - Spring 2018 - Homework 3 - Scatterplot

** Shwetha Shyam Sunder - 01067337 **

2) Original Scatterplot

Mark - Points
Channels - Position
Mapping - vertical position y-axis, horizontal position x-axis
Data type - Number of passing TD and Number Rushing TD

Modified Scatterplot

Channels - Position, size and color hue
Mapping - Magnitude, identity and area
Data type - Position(2 quantitative attribute), size(quatitative attribute (which is interception)) and color (categorical attribute)

References:

Scatterplot size is based on http://alignedleft.com/tutorials/d3/making-a-scatterplot

Scatterplot colo is based on http://colorbrewer2.org/#type=sequential&scheme=BuGn&n=3

<!DOCTYPE html>
<html>
<meta charset="utf-8">
<script src="https://d3js.org/d3.v4.min.js"></script>
<script src="https://d3js.org/d3-scale-chromatic.v1.min.js"></script>

.tooltip {
  position: absolute;
  width: 150px;
  height: 75px;
  background: #f2f2f2;
  pointer-events: none;
}
.viz {
   display: inline-block;
}
</style>
  
<body>
  <h2>Scatterplot</h2>
  <div class="viz"><svg id="chart1" width="700" height="500"></svg></div>
  <div class="viz" style="margin-top: -16%";><svg id="chart2" width="200" height="450"></svg></div>

var g = svg.append("g")
    .attr("transform", "translate(" + margin.left + "," + margin.top + ")");

var svg2 = d3.select("#chart2");

// var g2 = svg2.append("g")
//     .attr("transform", "translate(" + margin.left + "," + margin.top + ")");
// add the tooltip area to the webpage
var tooltip = d3.select("body").append("div")
    .attr("class", "tooltip")
    .style("opacity", 0);

var color_domain = ["Pac-12", "MWC", "MAC","SEC", "Big 12", "Big Ten","CUSA", "ACC", "American","Ind", "Sun Belt"];
var color = d3.scaleOrdinal()
    .domain(["Pac-12", "MWC", "MAC","SEC", "Big 12", "Big Ten","CUSA", "ACC", "American","Ind", "Sun Belt"])
    .range(['#a6cee3','#1f78b4','#b2df8a','#33a02c','#fb9a99','#e31a1c','#fdbf6f','#ff7f00','#cab2d6','#6a3d9a','#ffff99']);

// load data
d3.csv("passing-stats-2014.csv", function (d) {
  // change string (from CSV) into number format
  d["Passing TD"] = +d["Passing TD"];
  d["Rushing TD"] = +d["Rushing TD"];
  d["Interceptions"] = +d["Interceptions"];
  return d;
}, function(error, data) {

if (error) throw error;
  
/* 
 * value accessor - returns the value to encode for a given data object.
 * scale - maps value to a visual display encoding, such as a pixel position.
 * map function - maps from data value to display value
 */ 
  
// setup x 
var xValue = function(d) { return d["Rushing TD"];}, // data -> value
    xScale = d3.scaleLinear().range([0, width]),     // value -> display
    xMap = function(d) { return xScale(xValue(d));}; // data -> display

// setup y
var yValue = function(d) { return d["Passing TD"];}, // data -> value
    yScale = d3.scaleLinear().range([height, 0]),    // value -> display
    yMap = function(d) { return yScale(yValue(d));}; // data -> display

// don't want dots overlapping axis, so add in buffer to data domain
  xScale.domain([d3.min(data, xValue)-1, d3.max(data, xValue)+1]);
  yScale.domain([0, d3.max(data, yValue)+1]);

// x-axis
  g.append("g")
 		.attr("class", "axis x-axis")
  	.attr("transform", "translate(0," + height + ")") // move axis to bottom of chart
   	.call(d3.axisBottom(xScale));
  
  // x-axis label
  g.append("text")
  	.attr("class", "label")
   	.attr("x", width/2)
    .attr("y", height+(margin.bottom*0.75))
    .style("text-anchor", "middle")
    .text("Rushing TDs");

// y-axis
  g.append("g")
 		.attr("class", "axis y-axis")
 		.call(d3.axisLeft(yScale));
  
  // y-axis label
  g.append("text") 
    .attr("class", "label")
    .attr("x", 0-(height/2))
    .attr("y", 0-(margin.left*0.55))
    .attr("transform", "rotate(-90)") // rotate text -90 degrees from x, y
    .style("text-anchor", "middle")
    .text("Passing TDs");

// draw dots
  g.selectAll(".dot")
      .data(data)
    .enter().append("circle")
      .attr("class", "dot")
      .attr("r", function(d) { return (d.Interceptions/2); })
      .attr("cx", xMap)
      .attr("cy", yMap)
      .style("fill", function(d) { return color(d.Conf); })

// tooltip
      .on("mouseover", function(d) {
          tooltip.transition()
               .duration(200)         // ms delay before appearing
               .style("opacity", .8); // tooltip appears on mouseover
          tooltip.html(d["Player"] + "<br/> " + d.School + "<br/>(" + xValue(d) 
	        + ", " + yValue(d) + ")<br>Interceptions: "+d.Interceptions)
               .style("left", (d3.event.pageX + 10) + "px")  // specify x location
               .style("top", (d3.event.pageY - 28) + "px");  // specify y location
      })
      .on("mouseout", function(d) {
          tooltip.transition()
               .duration(500)
               .style("opacity", 0); // disappear on mouseout
      });

var legend = svg2.selectAll("g.legend")
                      .data(color_domain)
                      .enter().append("g")
                      .attr("class", "legend");

var ls_w = 15, ls_h = 15;

legend.append("rect")
          .attr("x", 20)
          .attr("y", function(d, i){ return height - (i*ls_h) - 2*ls_h + 15;})
          .attr("width", ls_w)
          .attr("height", ls_h)
          .style("fill", function(d, i) { return color(d); })
          .style("opacity", 0.8)
          .style("margin-top", "10px");

legend.append("text")
          .attr("x", 50)
          .attr("y", function(d, i){ return height - (i*ls_h) - ls_h - 4 + 15;})
          .text(function(d, i){ return color_domain[i].toString(); })
          .style("font-size","12px");
});

</script>
</body>
</html>

https://d3js.org/d3.v4.min.js

https://d3js.org/d3-scale-chromatic.v1.min.js