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index_retry.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<link rel="stylesheet" href="index.css">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/semantic-ui/2.2.13/semantic.min.css">
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.2.1/jquery.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/semantic-ui/2.2.13/semantic.min.js"></script>
<title>Visualization Focus Group Transcripts</title>
</head>
<body>
<div class="ui container">
<!--BEGIN TABS-->
<div id="context">
<div class="ui tabular menu">
<a class="item active" data-tab="prof" data-content="Interactions with professors and faculty">Professor</a>
<a class="item" data-tab="gen" data-content="Gender related">Gender</a>
<a class="item" data-tab="rac" data-content="Race/ethnicity related">Race</a>
<a class="item" data-tab="peer" data-content="Experiences with peers">Peers</a>
<a class="item" data-tab="sterm" data-content="Generalizations; Stereotypes or observations about the kind of people in a major & general stereotypes from other identities">Stereotypes</a>
<a class="item" data-tab="comm" data-content="The sense of community within the major">Community</a>
<a class="item" data-tab="expm" data-content="Standard; Expectations about major or student's preparedness for the major">Expectation</a>
<a class="item" data-tab="imp" data-content="Areas of improvement">Recommendations</a>
</div>
<!--PROFESSOR-->
<div class="ui active tab segment" data-tab="prof">
<div class="ui equal width grid">
<div class="stretched row">
<div class="column">
<div class="ui segment" id="PROF_clouds">
<h3>BiGrams</h3>
</div>
<div class="ui segment" id="PROF_bar">
<h3>Co-occurring Tag Comparison</h3>
</div>
</div>
<div class="six wide column">
<div class="ui segment" id="PROF_stack">
<h3>Demographics</h3>
</div>
</div>
</div>
<div class="row">
<div class="ui top attached pointing secondary menu">
<a class="active item" data-tab="PROF_quotes">Quotes</a>
</div>
<div class="ui bottom attached active tab segment" data-tab="PROF_quotes" id="PROF_quotes"></div>
</div>
</div>
</div>
<!--GENDER-->
<div class="ui tab segment" data-tab="gen">
<div class="ui equal width grid">
<div class="stretched row">
<div class="column">
<div class="ui segment" id="GEN_clouds">
<h3>BiGrams</h3>
</div>
<div class="ui segment" id="GEN_bar">
<h3>Co-occurring Tag Comparison</h3>
</div>
</div>
<div class="six wide column">
<div class="ui segment" id="GEN_stack">
<h3>Demographics</h3>
</div>
</div>
</div>
<div class="row">
<div class="ui top attached pointing secondary menu">
<a class="active item" data-tab="GEN_quotes">Quotes</a>
</div>
<div class="ui bottom attached active tab segment" data-tab="GEN_quotes" id="GEN_quotes"></div>
</div>
</div>
</div>
<!--RACE-->
<div class="ui tab segment" data-tab="rac">
<div class="ui equal width grid">
<div class="stretched row">
<div class="column">
<div class="ui segment" id="RAC_clouds">
<h3>BiGrams</h3>
</div>
<div class="ui segment" id="RAC_bar">
<h3>Co-occurring Tag Comparison</h3>
</div>
</div>
<div class="six wide column">
<div class="ui segment" id="RAC_stack">
<h3>Demographics</h3>
</div>
</div>
</div>
<div class="row">
<div class="ui top attached pointing secondary menu">
<a class="active item" data-tab="RAC_quotes">Quotes</a>
</div>
<div class="ui bottom attached active tab segment" data-tab="RAC_quotes" id="RAC_quotes"></div>
</div>
</div>
</div>
<!--PEER-->
<div class="ui tab segment" data-tab="peer">
<div class="ui equal width grid">
<div class="stretched row">
<div class="column">
<div class="ui segment" id="PEER_clouds">
<h3>BiGrams</h3>
</div>
<div class="ui segment" id="PEER_bar">
<h3>Co-occurring Tag Comparison</h3>
</div>
</div>
<div class="six wide column">
<div class="ui segment" id="PEER_stack">
<h3>Demographics</h3>
</div>
</div>
</div>
<div class="row">
<div class="ui top attached pointing secondary menu">
<a class="active item" data-tab="PEER_quotes">Quotes</a>
</div>
<div class="ui bottom attached active tab segment" data-tab="PEER_quotes" id="PEER_quotes"></div>
</div>
</div>
</div>
<!--STEREOTYPES-->
<div class="ui tab segment" data-tab="sterm">
<div class="ui equal width grid">
<div class="stretched row">
<div class="column">
<div class="ui segment" id="STERM_clouds">
<h3>BiGrams</h3>
</div>
<div class="ui segment" id="STERM_bar">
<h3>Co-occurring Tag Comparison</h3>
</div>
</div>
<div class="six wide column">
<div class="ui segment" id="STERM_stack">
<h3>Demographics</h3>
</div>
</div>
</div>
<div class="row">
<div class="ui top attached pointing secondary menu">
<a class="active item" data-tab="STERM_quotes">Quotes</a>
</div>
<div class="ui bottom attached active tab segment" data-tab="STERM_quotes" id="STERM_quotes"></div>
</div>
</div>
</div>
<!--COMMUNITY-->
<div class="ui tab segment" data-tab="comm">
<div class="ui equal width grid">
<div class="stretched row">
<div class="column">
<div class="ui segment" id="COMM_clouds">
<h3>BiGrams</h3>
</div>
<div class="ui segment" id="COMM_bar">
<h3>Co-occurring Tag Comparison</h3>
</div>
</div>
<div class="six wide column">
<div class="ui segment" id="COMM_stack">
<h3>Demographics</h3>
</div>
</div>
</div>
<div class="row">
<div class="ui top attached pointing secondary menu">
<a class="active item" data-tab="COMM_quotes">Quotes</a>
</div>
<div class="ui bottom attached active tab segment" data-tab="COMM_quotes" id="COMM_quotes"></div>
</div>
</div>
</div>
<!--EXPECTATIONS-->
<div class="ui tab segment" data-tab="expm">
<div class="ui equal width grid">
<div class="stretched row">
<div class="column">
<div class="ui segment" id="EXPM_clouds">
<h3>BiGrams</h3>
</div>
<div class="ui segment" id="EXPM_bar">
<h3>Co-occurring Tag Comparison</h3>
</div>
</div>
<div class="six wide column">
<div class="ui segment" id="EXPM_stack">
<h3>Demographics</h3>
</div>
</div>
</div>
<div class="row">
<div class="ui top attached pointing secondary menu">
<a class="active item" data-tab="EXPM_quotes">Quotes</a>
</div>
<div class="ui bottom attached active tab segment" data-tab="EXPM_quotes" id="EXPM_quotes"></div>
</div>
</div>
</div>
<!--IMPROVEMENT-->
<div class="ui tab segment" data-tab="imp">
<div class="ui equal width grid">
<div class="stretched row">
<div class="column">
<div class="ui segment" id="IMP_clouds">
<h3>BiGrams</h3>
</div>
<div class="ui segment" id="IMP_bar">
<h3>Co-occurring Tag Comparison</h3>
</div>
</div>
<div class="six wide column">
<div class="ui segment" id="IMP_stack">
<h3>Demographics</h3>
</div>
</div>
</div>
<div class="row">
<div class="ui top attached pointing secondary menu">
<a class="active item" data-tab="IMP_quotes">Quotes</a>
</div>
<div class="ui bottom attached active tab segment" data-tab="IMP_quotes" id="IMP_quotes"></div>
</div>
</div>
</div>
</div> <!--END TABS-->
</div> <!--END CONTAINER TABS ARE IN-->
<!--BEGIN SCRIPTS THAT MAKES TABS CLICKABLE-->
<script src="http://d3js.org/d3.v3.min.js"></script>
<script>
$('#context .menu .item').tab({context: 'parent'});
$('.item').popup('hover');
//STACK CHART CONTENT
var list_of_tags = ["PROF","GEN","PEER","STERM","COMM","EXPM","IMP","RAC"];
for(i = 0; i < list_of_tags.length; i++)
{
//Add in each type of graph
make_stack_chart("#"+list_of_tags[i]+"_stack", list_of_tags[i], "Year");
make_stack_chart("#"+list_of_tags[i]+"_stack", list_of_tags[i], "Major");
make_stack_chart("#"+list_of_tags[i]+"_stack", list_of_tags[i], "Gender");
make_word_pie("#"+list_of_tags[i]+"_clouds", list_of_tags[i]);
make_bar_chart("#"+list_of_tags[i]+"_bar", list_of_tags[i]);
make_quotes_section("#"+list_of_tags[i]+"_quotes", list_of_tags[i]);
//STACK CHART CONTENT
/*make_stack_chart("#prof_stack", "PROF", "Year");
make_stack_chart("#prof_stack", "PROF", "Major");
make_stack_chart("#prof_stack", "PROF", "Gender");
make_stack_chart("#gen_stack", "GEN", "Year");
make_stack_chart("#gen_stack", "GEN", "Major");
make_stack_chart("#gen_stack", "GEN", "Gender");
make_stack_chart("#rac_stack","RAC", "Year");
make_stack_chart("#rac_stack","RAC", "Major");
make_stack_chart("#rac_stack","RAC", "Gender");
make_stack_chart("#peer_stack","PEER", "Year");
make_stack_chart("#peer_stack","PEER", "Major");
make_stack_chart("#peer_stack","PEER", "Gender");
make_stack_chart("#sterm_stack","STERM", "Year");
make_stack_chart("#sterm_stack","STERM", "Major");
make_stack_chart("#sterm_stack","STERM", "Gender");
make_stack_chart("#comm_stack","COMM", "Year");
make_stack_chart("#comm_stack","COMM", "Major");
make_stack_chart("#comm_stack","COMM", "Gender");
make_stack_chart("#expm_stack","EXPM", "Year");
make_stack_chart("#expm_stack","EXPM", "Major");
make_stack_chart("#expm_stack","EXPM", "Gender");
make_stack_chart("#imp_stack","IMP", "Year");
make_stack_chart("#imp_stack","IMP", "Major");
make_stack_chart("#imp_stack","IMP", "Gender");
//STACK CHART CONTENT ENDS
//WORD PIE CONTENT BEGINS
make_word_pie("#prof_clouds","PROF");
make_word_pie("#gen_clouds","GEN");
make_word_pie("#rac_clouds","RAC");
make_word_pie("#peer_clouds","PEER");
make_word_pie("#sterm_clouds","STERM");
make_word_pie("#comm_clouds","COMM");
make_word_pie("#expm_clouds","EXPM");
make_word_pie("#imp_clouds","IMP");
//WORD PIE CONTENT ENDS
//BAR CHART CONTENT BEGINS
make_bar_chart("#prof_bar","PROF");
make_bar_chart("#gen_bar","GEN");
make_bar_chart("#rac_bar","RAC");
make_bar_chart("#peer_bar","PEER");
make_bar_chart("#sterm_bar","STERM");
make_bar_chart("#comm_bar","COMM");
make_bar_chart("#expm_bar","EXPM");
make_bar_chart("#imp_bar","IMP");
//BAR CHART CONTENT ENDS
//QUOTES SECTION BEGINS
make_quotes_section("#prof_quotes", "PROF");
make_quotes_section("#gen_quotes", "GEN");
make_quotes_section("#rac_quotes", "RAC");
make_quotes_section("#peer_quotes", "PEER");
make_quotes_section("#sterm_quotes", "STERM");
make_quotes_section("#comm_quotes", "COMM");
make_quotes_section("#expm_quotes", "EXPM");
make_quotes_section("#imp_quotes", "IMP");*/
//QUOTES SECTION ENDS
}
//BEGIN STACK CHART
function make_stack_chart(identifier, tag, topic){
// Setup svg using Bostock's margin convention
var margin = {top: 40, right: 160, bottom: 35, left: 30};
var width = 500 - margin.left - margin.right,
height = 200 - margin.top - margin.bottom;
var svg = d3.select(identifier)
.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 + ")");
svg.append("text")
.attr("x", (width/2))
.attr("y", 0-(margin.top/2))
.attr("text-anchor","middle")
.style("font-size","16px")
.style("text-decoration","underline")
.style("font-weight", "bold")
.text(topic);
/* Data in strings like it would be if imported from a csv */
d3.csv("stacked_frequency_charts.csv", function(error,data) {
var newData = Array()
data.forEach(function(d) {
//console.log(d);
d.Pos=+d.Pos;
d.Neg=+d.Neg;
d.Neu=+d.Neu;
if(d.Tag== tag && d.D1== topic)
{
newData.push({"D2":d.D2 , "Pos":d.Pos , "Neg":d.Neg , "Neu":d.Neu});
}
});
data=newData;
//var parse = d3.time.format("%Y").parse;
// Transpose the data into layers
var dataset = d3.layout.stack()(["Pos", "Neg", "Neu"].map(function(sentiment) {
return data.map(function(d) {
return {x: d.D2, y: d[sentiment]};
});
}));
// Set x, y and colors
var x = d3.scale.ordinal()
.domain(dataset[0].map(function(d) { return d.x; }))
.rangeRoundBands([10, width-10], 0.02);
var y = d3.scale.linear()
.domain([0,1])
.range([height, 0]);
var colors = ["#5555C6","#EF9018","#2AAA24"];
// Define and draw axes
var yAxis = d3.svg.axis()
.scale(y)
.orient("left")
.ticks(5)
.tickSize(-width, 0, 0)
.tickFormat( function(d) { return d } );
var xAxis = d3.svg.axis()
.scale(x)
.orient("bottom");
svg.append("g")
.attr("class", "y axis")
.call(yAxis)
.append("text")
.attr("transform", "rotate(-90)")
.attr("y", -25)
.attr("dy", ".500em")
.style("text-anchor", "end")
.text("Percentage on 0 to 1 scale");
svg.append("g")
.attr("class", "x axis")
.attr("transform", "translate(0," + height + ")")
.call(xAxis);
// Create groups for each series, rects for each segment
var groups = svg.selectAll("g.cost")
.data(dataset)
.enter().append("g")
.attr("class", "cost")
.style("fill", function(d, i) { return colors[i]; });
var rect = groups.selectAll("rect")
.data(function(d) { return d; })
.enter()
.append("rect")
.attr("x", function(d) { return x(d.x); })
.attr("y", function(d) { return y(d.y0 + d.y); })
.attr("height", function(d) { return y(d.y0) - y(d.y0 + d.y); })
.attr("width", x.rangeBand())
.on("mouseover", function() { tooltip.style("display", null); })
.on("mouseout", function() { tooltip.style("display", "none"); })
.on("mousemove", function(d) {
var xPosition = d3.mouse(this)[0] - 15;
var yPosition = d3.mouse(this)[1] - 25;
tooltip.attr("transform", "translate(" + xPosition + "," + yPosition + ")");
tooltip.select("text").text(d.y);
});
// Draw legend
var legend = svg.selectAll(".legend")
.data(colors)
.enter().append("g")
.attr("class", "legend")
.attr("transform", function(d, i) { return "translate(30," + i * 19 + ")"; });
legend.append("rect")
.attr("x", width - 18)
.attr("width", 18)
.attr("height", 18)
.style("fill", function(d, i) {return colors.slice().reverse()[i];});
legend.append("text")
.attr("x", width + 5)
.attr("y", 9)
.attr("dy", ".35em")
.style("text-anchor", "start")
.text(function(d, i) {
switch (i) {
case 0: return "POSITIVE";
case 1: return "NEGATIVE";
case 2: return "NEUTRAL";
}
});
// Prep the tooltip bits, initial display is hidden
var tooltip = svg.append("g")
.attr("class", "tooltip")
.style("display", "none");
tooltip.append("rect")
.attr("width", 30)
.attr("height", 20)
.attr("fill", "white")
.style("opacity", 0.5);
tooltip.append("text")
.attr("x", 15)
.attr("dy", "1.2em")
.style("text-anchor", "middle")
.attr("font-size", "12px")
.attr("font-weight", "bold");
});
}
//BEGIN BUBBLE CHART
function make_word_pie(identifier,tag){
var diameter = 600;
var svg = d3.select(identifier)
.append("svg")
.attr("width",diameter)
.attr("height",diameter)
.attr("class","bubble");
d3.csv("word_pies_results.csv", function(error, data) {
//Filter the data and get it in the right format
var newData = Array()
data.forEach(function(d) {
d.value = +d.Freq;
d.Pos = +d.Pos;
d.Neg = +d.Neg;
d.Neu = +d.Neu;
d.pie = [d.Pos,d.Neu,d.Neg];
if(d.Tag === tag)
{
newData.push(d);
}
});
data = newData;
var colors = ["#2AAA24","#5555C6","#EF9018"];
//Create the pack layout
var bubble = d3.layout.pack()
.value(function(d){return d.value})
.sort(null)
.size([diameter, diameter])
.padding(8);
var arc = d3.svg.arc().innerRadius(0);
var pie = d3.layout.pie();
//create the nodes and place them
var nodes = svg.selectAll("g.node")
.data(bubble.nodes({children: data}).filter(function(d) { return !d.children; }));
nodes.enter().append("g")
.attr("class", "node")
.attr("transform", function(d) { return "translate(" + d.x + "," + d.y + ")"; })
.on("mouseover", function(d) {
tooltip.style("display", null)
})
.on("mouseout", function() { tooltip.style("display","None")})
.on("mousemove", function(d) {
var xPosition = d3.mouse(this)[0] + 30;
var yPosition = d3.mouse(this)[1] - 25;
tooltip.attr("transform", "translate(" + d.x +"," + d.y +")");
var finalText = "";
if(d.Pos > 0)
{
finalText += "Pos: "+d.Pos.toFixed(2)+" ";
}
if(d.Neu > 0)
{
finalText += "Neu: "+d.Neu.toFixed(2) + " ";
}
if(d.Neg > 0)
{
finalText += "Neg: "+d.Neg.toFixed(2)
}
tooltip.select("text").text(finalText);
});
var arcGs = nodes.selectAll("g.arc")
.data(function(d) {
return pie(d.pie).map(function(m) { m.r = d.r; return m; });
});
var arcEnter = arcGs.enter().append("g").attr("class", "arc");
arcEnter.append("path")
.attr("d", function(d) {
arc.outerRadius(d.r);
return arc(d);
})
.style("fill", function(d, i) { return colors[i]; });
var labels = nodes.append("text")
.attr({
"class": "label",
dy: "0.35em"
})
.style("text-anchor", "middle")
.style("font-weight", "bold")
.style("font-size","10px")
.text(function(d){return d.Word});
//add tooltips
var tooltip = svg
.append("g")
.attr("class", "tooltip")
.style("display", "None");
tooltip.append("rect")
.attr("x",-100)
.attr("width", 200)
.attr("height", 20)
.attr("fill", "white")
.style("opacity", 0.5);
tooltip.append("text")
.attr("dy", "1.2em")
.style("text-anchor", "middle")
.attr("font-size", "12px")
.attr("font-weight", "bold");
});
} //END BUBBLE CHART
//BEGIN BAR CHART FUNCTION
function make_bar_chart(identifier, tag){
var margin = {top: 20, right: 20, bottom: 30, left: 40},
width = 500 - margin.left - margin.right,
height = 200 - margin.top - margin.bottom;
var x0 = d3.scale.ordinal()
.rangeRoundBands([0, width], .1);
var x1 = d3.scale.ordinal();
var y = d3.scale.linear()
.range([height, 0]);
var color = d3.scale.ordinal()
.range(["#2AAA24", "#EF9018", "#5555C6"]);
var xAxis = d3.svg.axis()
.scale(x0)
.orient("bottom");
var yAxis = d3.svg.axis()
.scale(y)
.orient("left")
.tickFormat(d3.format(","));
var svg = d3.select(identifier).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.csv("tag_tag_counts.csv", function(error, data) {
if (error) throw error;
var newData = Array()
data.forEach(function(d){
//console.log(d);
d.Pos = +d.Pos;
d.Neg = +d.Neg;
d.Neu = +d.Neu;
if (d.Tag1 == tag && ["PROF", "COMM", "EXPM", "GEN", "RAC", "STERM", "IMP", "PEER"].indexOf(d.Tag2) >=0)
{
newData.push({"Tag2":d.Tag2, "Pos":d.Pos, "Neg":d.Neg, "Neu":d.Neu});
}
});
data = newData;
var keys = ["Pos", "Neg", "Neu"];
data.forEach(function(d) {
d.sentiment = keys.map(function(name) { return {name: name, value: +d[name]}; });
});
x0.domain(data.map(function(d) { return d.Tag2; }));
x1.domain(keys).rangeRoundBands([0, x0.rangeBand()]);
y.domain([0, d3.max(data, function(d) { return d3.max(d.sentiment, function(d) { return d.value; }); })]);
svg.append("g")
.attr("class", "x axis")
.attr("transform", "translate(0," + height + ")")
.call(xAxis);
svg.append("g")
.attr("class", "y axis")
.call(yAxis)
.append("text")
.attr("transform", "rotate(-90)")
.attr("y", 6)
.attr("dy", ".71em")
.style("text-anchor", "end")
.text("no. of quotes");
var Tag2 = svg.selectAll(".Tag2")
.data(data)
.enter().append("g")
.attr("class", "g")
.attr("transform", function(d) { return "translate(" + x0(d.Tag2) + ",0)"; });
Tag2.selectAll("rect")
.data(function(d) { return d.sentiment; })
.enter().append("rect")
.attr("width", x1.rangeBand())
.attr("x", function(d) { return x1(d.name); })
.attr("y", function(d) { return y(d.value); })
.attr("height", function(d) { return height - y(d.value); })
.style("fill", function(d) { return color(d.name); })
.on("mouseover", function() {
tooltip.style("display", null);
})
.on("mouseout", function() { tooltip.style("display", "none"); })
.on("mousemove", function(d) {
var xPosition = d3.event.pageX - 100;
var yPosition = d3.mouse(this)[1] - 25;
tooltip.attr("transform", "translate(" + xPosition + "," + yPosition + ")");
tooltip.select("text").text(d.value);
});
var legend = svg.selectAll(".legend")
.data(keys.slice().reverse())
.enter().append("g")
.attr("class", "legend")
.attr("transform", function(d, i) { return "translate(0," + i * 20 + ")"; });
legend.append("rect")
.attr("x", width - 18)
.attr("width", 18)
.attr("height", 18)
.style("fill", color);
legend.append("text")
.attr("x", width - 24)
.attr("y", 9)
.attr("dy", ".35em")
.style("text-anchor", "end")
.text(function(d) { return d; });
// Prep the tooltip bits, initial display is hidden
var tooltip = svg.append("g")
.attr("class", "tooltip")
.style("display", "none");
tooltip.append("rect")
.attr("width", 30)
.attr("height", 20)
.attr("fill", "white")
.style("opacity", 0.5);
tooltip.append("text")
.attr("x", 15)
.attr("dy", "1.2em")
.style("text-anchor", "middle")
.attr("font-size", "12px")
.attr("font-weight", "bold");
});
}
//BEGIN QUOTES SECTION
function make_quotes_section(identifier, tag){
d3.csv("preprocessed_transcripts.csv", function(error, data){
//we are now putting our visualization inside our canvas
var newData = Array()
data.forEach(function(d){ //loops over each line of the data, d is row
if(d[tag] === "True"){
newData.push(d["Text"]);
}
});
var theDiv = document.getElementById(identifier.substring(1,identifier.length));
newData.forEach(function(d){
var newline = document.createElement("br");
var seperator = document.createElement("hr");
var newline2 = document.createElement("br");
var textNode = document.createTextNode(d);
theDiv.appendChild(textNode);
theDiv.appendChild(newline);
theDiv.appendChild(seperator);
});
});
}
</script>
</body>
</html>