Use only Javascript and SVG to produce a data analysis / visualization report.
This report is prepared by
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<text transform="translate(2 15)">STU - Studio</text>
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<text transform="translate(2 15)">FLD - Field</text>
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<text transform="translate(2 15)">CLN - Clinical</text>
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<text transform="translate(2 15)">WKS - Workshop</text>
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<text transform="translate(2 15)">DIS - Dissert</text>
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</g><g transform="translate(0 ${d.y})">
<rect x="${d.x}"
width="${d.width}"
height="${d.height}"
style="fill:${d.color};
stroke-width:3;
stroke:rgb(0,0,0)" />
<text transform="translate(2 15)">${d.label}</text>
<text transform="translate(${d.valLabelLoc} 15)">${d.valLabel}</text>
</g>// first I need to remove all entries that don't have an AVG_GRD (I have seen a couple!)
var graded = _.filter(data,function(d){
return d.hasOwnProperty("AVG_GRD");
})
var groups = _.groupBy(graded, 'Activity_Type');
var gpa = _.map(groups, function(d,key){
var avg = _.reduce(d, function(total,e){
return total+e.AVG_GRD;
},0)/_.size(d);
//var avg = 3;
var obj = {}
obj.type = key;
obj.avg = avg;
return obj;
})
console.log(gpa)
function computeX(d, i) {
return 0
}
function computeHeight(d, i) {
return 20
}
function computeWidth(d, i,data) {
var width = 400; // svg window width
var max = _.max(data,function(d){
return d.avg;
});
var scale = width / max.avg;
return d.avg * scale;
return 100
}
function computeY(d, i) {
return 20 * i
}
function computeColor(d, i) {
return 'red'
}
function computeLabel(d){
return d.type
}
function computeValLabel(d) {
return _.round(d.avg,2)
}
function computeValLabelLoc(d,i,data) {
var width = computeWidth(d,i,data);
return width + 2;
}
var viz = _.map(gpa, function(d, i, data){
return {
x: computeX(d, i),
y: computeY(d, i),
height: computeHeight(d, i),
width: computeWidth(d,i,data),
color: computeColor(d, i),
label: computeLabel(d),
valLabel : computeValLabel(d),
valLabelLoc : computeValLabelLoc(d,i,data)
}
})
var result = _.map(viz, function(d){
// invoke the compiled template function on each viz data
return template({d: d})
})
return result.join('\n')In the chart below. the colors represent workload per week: yellow = 0-3 hours orange = 4-6 hours green = 7-9 hours blue = 10-12 hours red = 13-15 hours black = 16+
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cy="58.800000000000026"
r="4"
stroke-width="1"
fill="yellow" />
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cy="135"
r="4"
stroke-width="1"
fill="green" />
<circle cx="286.2"
cy="73.80000000000003"
r="4"
stroke-width="1"
fill="green" />
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cy="51.60000000000002"
r="4"
stroke-width="1"
fill="blue" />
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cy="63.59999999999998"
r="4"
stroke-width="1"
fill="green" />
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cy="108.59999999999998"
r="4"
stroke-width="1"
fill="blue" />
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cy="169.8"
r="4"
stroke-width="1"
fill="green" />
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cy="124.19999999999999"
r="4"
stroke-width="1"
fill="orange" />
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cy="13.800000000000026"
r="4"
stroke-width="1"
fill="green" />
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cy="213"
r="4"
stroke-width="1"
fill="green" />
<circle cx="200.39999999999998"
cy="190.2"
r="4"
stroke-width="1"
fill="green" />
<circle cx="153"
cy="196.2"
r="4"
stroke-width="1"
fill="orange" />
<circle cx="274.20000000000005"
cy="85.79999999999998"
r="4"
stroke-width="1"
fill="green" />
<circle cx="187.20000000000002"
cy="172.79999999999998"
r="4"
stroke-width="1"
fill="green" />
<circle cx="325.79999999999995"
cy="15"
r="4"
stroke-width="1"
fill="blue" />
<circle cx="312.6"
cy="32.400000000000006"
r="4"
stroke-width="1"
fill="blue" />
<circle cx="290.4"
cy="62.400000000000006"
r="4"
stroke-width="1"
fill="blue" />
<circle cx="246.60000000000002"
cy="129.60000000000002"
r="4"
stroke-width="1"
fill="blue" />
<circle cx="228"
cy="97.8"
r="4"
stroke-width="1"
fill="green" />
<circle cx="277.8"
cy="76.80000000000001"
r="4"
stroke-width="1"
fill="red" />
<circle cx="253.8"
cy="106.19999999999997"
r="4"
stroke-width="1"
fill="green" />
<circle cx="339"
cy="17.400000000000002"
r="4"
stroke-width="1"
fill="blue" />
<circle cx="312.6"
cy="42.599999999999994"
r="4"
stroke-width="1"
fill="blue" />
<circle cx="270"
cy="65.99999999999997"
r="4"
stroke-width="1"
fill="green" />
<circle cx="280.2"
cy="53.39999999999998"
r="4"
stroke-width="1"
fill="red" />
<circle cx="266.40000000000003"
cy="56.40000000000002"
r="4"
stroke-width="1"
fill="orange" />
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cy="76.19999999999997"
r="4"
stroke-width="1"
fill="blue" />
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cy="30"
r="4"
stroke-width="1"
fill="green" />
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cy="19.200000000000017"
r="4"
stroke-width="1"
fill="green" />
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cy="33.59999999999998"
r="4"
stroke-width="1"
fill="green" />
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cy="53.39999999999998"
r="4"
stroke-width="1"
fill="green" />
<circle cx="346.8"
cy="0"
r="4"
stroke-width="1"
fill="blue" />
<circle cx="300"
cy="27.599999999999998"
r="4"
stroke-width="1"
fill="orange" />
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cy="35.99999999999998"
r="4"
stroke-width="1"
fill="green" />
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cy="79.80000000000001"
r="4"
stroke-width="1"
fill="yellow" />
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cy="28.800000000000026"
r="4"
stroke-width="1"
fill="green" />
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cy="66.60000000000002"
r="4"
stroke-width="1"
fill="green" />
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cy="84.60000000000001"
r="4"
stroke-width="1"
fill="green" />
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cy="58.19999999999999"
r="4"
stroke-width="1"
fill="blue" />
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cy="21.60000000000002"
r="4"
stroke-width="1"
fill="green" />
<circle cx="281.40000000000003"
cy="37.2"
r="4"
stroke-width="1"
fill="orange" />
<circle cx="279"
cy="65.39999999999999"
r="4"
stroke-width="1"
fill="blue" />
<circle cx="251.40000000000003"
cy="64.20000000000002"
r="4"
stroke-width="1"
fill="blue" />
<circle cx="207.6"
cy="194.4"
r="4"
stroke-width="1"
fill="green" />
<circle cx="251.40000000000003"
cy="77.99999999999999"
r="4"
stroke-width="1"
fill="green" />
<circle cx="279"
cy="51.60000000000002"
r="4"
stroke-width="1"
fill="green" />
<circle cx="268.2"
cy="85.19999999999999"
r="4"
stroke-width="1"
fill="green" />
<circle cx="312.6"
cy="22.799999999999994"
r="4"
stroke-width="1"
fill="blue" />
<circle cx="238.20000000000002"
cy="136.2"
r="4"
stroke-width="1"
fill="blue" />
<circle cx="296.40000000000003"
cy="43.19999999999999"
r="4"
stroke-width="1"
fill="green" />
<circle cx="300"
cy="70.19999999999999"
r="4"
stroke-width="1"
fill="green" />
<circle cx="297"
cy="24.60000000000001"
r="4"
stroke-width="1"
fill="green" />
<circle cx="289.20000000000005"
cy="76.19999999999997"
r="4"
stroke-width="1"
fill="orange" />
<circle cx="303"
cy="66.60000000000002"
r="4"
stroke-width="1"
fill="green" />
<circle cx="333.59999999999997"
cy="28.800000000000026"
r="4"
stroke-width="1"
fill="green" />
<circle cx="261"
cy="69.00000000000003"
r="4"
stroke-width="1"
fill="orange" />
<circle cx="228"
cy="148.20000000000002"
r="4"
stroke-width="1"
fill="green" />
<circle cx="237"
cy="126"
r="4"
stroke-width="1"
fill="green" />
<circle cx="245.99999999999997"
cy="82.2"
r="4"
stroke-width="1"
fill="orange" />
<circle cx="318"
cy="17.99999999999999"
r="4"
stroke-width="1"
fill="green" /><circle cx="${d.x}"
cy="${d.y}"
r="4"
stroke-width="1"
fill="${d.color}" />var csci = _.filter(data, function(d){
return (d.CrsPBADept == 'CSCI') &&
d.hasOwnProperty("AvgCourse") &&
d.hasOwnProperty("AvgInstructor")
});
console.log(_.size(csci));
var stuff = _.map(csci, function(d){
var obj = {}
obj.AvgCourse = d.AvgCourse;
obj.AvgInstructor = d.AvgInstructor;
obj.Workload = d.Workload.Hrs_Wk;
return obj;
})
console.log(stuff[0])
function computeX(d, i) {
return d.AvgCourse*60;
}
// 6 is max grade, need to invert so high scores on top of graph
function computeY(d, i) {
return (6 - d.AvgInstructor) *60;
}
function computeColor(d, i) {
if (d.Workload == "0-3")
return 'yellow';
if (d.Workload == "4-6")
return 'orange';
if (d.Workload == "7-9")
return 'green'
if (d.Workload == "10-12")
return 'blue'
if (d.Workload == "13-15")
return 'red'
return 'black' //16+
}
/*function computeLabel(d){
return d.type
}
function computeValLabel(d) {
return _.round(d.avg,2)
}
function computeValLabelLoc(d,i,data) {
var width = computeWidth(d,i,data);
return width + 2;
} */
var viz = _.map(stuff, function(d, i, data){
return {
x: computeX(d, i),
y: computeY(d, i),
color: computeColor(d, i),
// label: computeLabel(d),
// valLabel : computeValLabel(d),
// valLabelLoc : computeValLabelLoc(d,i,data)
}
})
var result = _.map(viz, function(d){
// invoke the compiled template function on each viz data
return template({d: d})
})
return result.join('\n')<circle cx="500"
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r = 2
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cy="182"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="540"
cy="150"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="574"
cy="215"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="408"
cy="181"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="474"
cy="176"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="544"
cy="166"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="479"
cy="163"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="579"
cy="167"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="532"
cy="170"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="471"
cy="168"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="354"
cy="216"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="523"
cy="171"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="600"
cy="148"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="440.00000000000006"
cy="189"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="542"
cy="179"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/>
<circle cx="583.5"
cy="228"
r = 2
stroke="rgb(182, 184, 184)"
stroke-width="3"
fill="rgb(182, 184, 184)"
style="opacity:0.4"
/><circle cx="${d.avgRating*100}"
cy="${500-d.avgGpa*100}"
r = 2
stroke="${d.color}"
stroke-width="3"
fill="${d.color}"
style="opacity:0.4"
/>var clean = _.filter(data, function(n){
return n.PCT.D != ""
})
var map = _.map(clean, function(n){
return {dept: n.CrsPBADept, gpa: n.AVG_GRD, professor: n.AvgInstructor, name: _.pluck(n.Instructors, "name")[0]}
})
groups = _.groupBy(map, function(n){
return n.name
})
function computeColor(d) {
if (d == "APPM"){
return "rgb(179, 28, 58)"
}
else {
return "rgb(182, 184, 184)"
}
}
viz = _.map(groups, function(n){
return {avgGpa: _.sum(n, function(course){
return course.gpa
})/n.length,
avgRating: _.sum(n, function(course){
return course.professor
})/n.length,
dept: n[0].dept,
color: computeColor(n[0].dept),
name: n[0].name }
})
console.log(viz)
var result = _.map(viz, function(d){
// invoke the compiled template function on each viz data
return template({d: d})
})
return result.join('\n')