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sequences.js
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sequences.js
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// Dimensions of sunburst.
var width = 750;
var height = 600;
var radius = Math.min(width, height) / 2;
// Breadcrumb dimensions: width, height, spacing, width of tip/tail.
var b = {
w: 75, h: 30, s: 3, t: 10
};
// Mapping of step names to colors.
var colors = {
/* "home": "#5687d1",
"product": "#7b615c",
"search": "#de783b",
"account": "#6ab975",
"other": "#a173d1",
"end": "#bbbbbb" */
/* "Monday": "rgb(86, 135, 209)",//"#5687d1",
"Tuesday": "rgb(26, 161, 141)", //"#de783b",
"Wednesday": "rgb(119, 216, 213)", //"#6ab975",
"Thursday": "rgb(255, 192, 203)", //"#a173d1",
"Friday": "rgb(224, 40, 103)", //"#bbbbbb",
"Saturday": "rgb(152, 32, 73)", //"#7b615c",
"Sunday": "rgb(101, 79, 124)", //"pink",
"Carbs": "rgb(43, 59, 137)", //"red",
"Fat": "rgb(255, 203, 0)", //"yellow",
"Protein": "rgb(110, 218, 112)" //"blue" */
"default": "rgb(159, 187, 238)",
"Public Safety": "rgb(137, 86, 209)",
"Police": "rgb(162, 131, 207)",
"Police Services": "rgb(195, 175, 223)",
"Support Services": "rgb(207, 175, 223)",
"Investigative Services": "rgb(223, 175, 217)",
"Fire Rescue": "rgb(207, 131, 200)",
"Suppression and Rescue": "rgb(205, 159, 201)",
"Corrections and Rehabilitation": "rgb(207, 131, 162)",
"Custody Services": "rgb(207, 162, 180)",
"Management Services and Training": "rgb(207, 162, 162)",
"Transportation": "rgb(213, 73, 73)",
"Transit": "rgb(250, 104, 104)",
"Metrobus": "rgb(252, 182, 182)",
"Aviation": "rgb(250, 150, 104)",
"Operational Support": "rgb(252, 197, 182)",
"Metrorail": "rgb(252, 206, 182)",
"Paratransit": "rgb(252, 222, 182)",
"Facilities Management": "rgb(244, 184, 156)",
"Non-Departmental": "rgb(244, 204, 156)",
"Public Safety and Security": "rgb(244, 227, 156)",
"Commercial Operations": "rgb(237, 244, 156)",
"Administration": "rgb(221, 244, 156)",
"Port of Miami": "rgb(250, 182, 104)",
"Neighborhood and Infrastructure": "rgb(237, 148, 21)",
"Water and Sewer": "rgb(234, 172, 83)",
"Water and Wastewater Systems Operations": "rgb(236, 191, 127)",
"Public Works and Waste Management": "rgb(234, 205, 83)",
"Finance and Administration": "rgb(229, 214, 150)",
"Collection Operations": "rgb(242, 226, 140)",
"Environmental and Technical Services": "rgb(242, 238, 140)",
"Regulatory and Economic Resources": "rgb(234, 227, 83)",
"Disposal Operations": "rgb(235, 242, 140)",
"Highway Engineering": "rgb(211, 242, 140)",
"Construction and Maintenance": "rgb(180, 242, 140)",
"Program Management, Regulatory and Compliance": "rgb(226, 234, 128)",
"Construction, Permitting, and Building Code": "rgb(219, 242, 140)",
"Health and Human Services": "rgb(235, 229, 44)",
"Jackson Health System": "rgb(232, 228, 101)",
"Community Action and Human Services": "rgb(203, 232, 101)",
"Public Housing and Community Development": "rgb(158, 232, 101)",
"Homeless Trust": "rgb(117, 232, 101)",
"Head Start": "rgb(236, 233, 148)",
"Asset Management": "rgb(199, 240, 168)",
"Environmental Resources Management": "rgb(242, 237, 140)",
"General Government": "rgb(109, 235, 44)",
"Internal Services": "rgb(146, 234, 101)",
"Fleet Management": "rgb(181, 236, 152)",
"Facilities and Utilities Management": "rgb(152, 236, 157)",
"Information Technology": "rgb(101, 234, 110)",
"Recreation and Culture": "rgb(44, 235, 191)",
"Parks, Recreation and Open Spaces": "rgb(137, 237, 214)",
"Park Operations": "rgb(176, 252, 234)",
"Library": "rgb(137, 231, 237)",
"Public Service": "rgb(180, 237, 240)",
"Economic Development": "rgb(44, 206, 235)",
"Policy Formulation": "rgb(44, 111, 235)"
};
// Total size of all segments; we set this later, after loading the data.
var totalSize = 0;
var vis = d3.select("#chart").append("svg:svg")
.attr("width", width)
.attr("height", height)
.append("svg:g")
.attr("id", "container")
.attr("transform", "translate(" + width / 2 + "," + height / 2 + ")");
var partition = d3.layout.partition()
.size([2 * Math.PI, radius * radius])
.value(function(d) { return d.size; });
var arc = d3.svg.arc()
.startAngle(function(d) { return d.x; })
.endAngle(function(d) { return d.x + d.dx; })
.innerRadius(function(d) { return Math.sqrt(d.y); })
.outerRadius(function(d) { return Math.sqrt(d.y + d.dy); });
// Use d3.text and d3.csv.parseRows so that we do not need to have a header
// row, and can receive the csv as an array of arrays.
var d3_data = encodeURI($('#data').val());
d3.text( 'operating_budget.csv', //'data://'+d3_data, //"mfp1.csv", // "visit-sequences.csv",
function(text) {
var csv = d3.csv.parseRows(text);
print_csv = csv;
var json = buildHierarchy(csv);
createVisualization(json);
});
// Main function to draw and set up the visualization, once we have the data.
function createVisualization(json) {
// Basic setup of page elements.
initializeBreadcrumbTrail();
drawLegend();
d3.select("#togglelegend").on("click", toggleLegend);
toggleLegend();
// Bounding circle underneath the sunburst, to make it easier to detect
// when the mouse leaves the parent g.
vis.append("svg:circle")
.attr("r", radius)
.style("opacity", 0);
// No sort comparator
function nosort(a,b) {
return a;
}
// For efficiency, filter nodes to keep only those large enough to see.
var nodes = partition.nodes(json)
.filter(function(d) {
return (d.dx > 0.005); // 0.005 radians = 0.29 degrees
});
var path = vis.data([json]).selectAll("path")
.data(nodes)
.enter().append("svg:path")
.attr("display", function(d) { return d.depth ? null : "none"; })
.attr("d", arc)
.attr("fill-rule", "evenodd")
.style("fill", function(d) {
if (colors.hasOwnProperty(d.name)) {
return colors[d.name];
} else {
return colors.default;
}
})
.style("opacity", 1)
.on("mouseover", mouseover);
// Add the mouseleave handler to the bounding circle.
d3.select("#container").on("mouseleave", mouseleave);
// Get total size of the tree = value of root node from partition.
totalSize = path.node().__data__.value;
};
// Fade all but the current sequence, and show it in the breadcrumb trail.
function mouseover(d) {
var percentage = (100 * d.value / totalSize).toPrecision(3);
var percentageString = percentage + "%";
if (percentage < 0.1) {
percentageString = "< 0.1%";
}
d3.select('#value')
.text("$"+numeral(d.value).format('0,0'));
d3.select("#percentage")
.text(percentageString);
d3.select("#explanation")
.style("visibility", "");
var sequenceArray = getAncestors(d);
updateBreadcrumbs(sequenceArray, percentageString);
// Fade all the segments.
d3.selectAll("path")
.style("opacity", 0.3);
// Then highlight only those that are an ancestor of the current segment.
vis.selectAll("path")
.filter(function(node) {
return (sequenceArray.indexOf(node) >= 0);
})
.style("opacity", 1);
}
// Restore everything to full opacity when moving off the visualization.
function mouseleave(d) {
// Hide the breadcrumb trail
d3.select("#trail")
.style("visibility", "hidden");
// Deactivate all segments during transition.
d3.selectAll("path").on("mouseover", null);
// Transition each segment to full opacity and then reactivate it.
d3.selectAll("path")
.transition()
.duration(1000)
.style("opacity", 1)
.each("end", function() {
d3.select(this).on("mouseover", mouseover);
});
d3.select("#explanation")
.style("visibility", "hidden");
}
// Given a node in a partition layout, return an array of all of its ancestor
// nodes, highest first, but excluding the root.
function getAncestors(node) {
var path = [];
var current = node;
while (current.parent) {
path.unshift(current);
current = current.parent;
}
return path;
}
function initializeBreadcrumbTrail() {
// Add the svg area.
var trail = d3.select("#sequence").append("svg:svg")
.attr("width", width)
.attr("height", 150)
.attr("id", "trail");
// Add the label at the end, for the percentage.
trail.append("svg:text")
.attr("id", "endlabel")
.style("fill", "#000");
}
// Generate a string that describes the points of a breadcrumb polygon.
function breadcrumbPoints(d, i) {
var points = [];
points.push("0,0");
points.push(b.w + ",0");
points.push(b.w + b.t + "," + (b.h / 2));
points.push(b.w + "," + b.h);
points.push("0," + b.h);
if (i > 0) { // Leftmost breadcrumb; don't include 6th vertex.
points.push(b.t + "," + (b.h / 2));
}
return points.join(" ");
}
// Update the breadcrumb trail to show the current sequence and percentage.
function updateBreadcrumbs(nodeArray, percentageString) {
// Data join; key function combines name and depth (= position in sequence).
var g = d3.select("#trail")
.selectAll("g")
.data(nodeArray, function(d) { return d.name + d.depth; });
// Add breadcrumb and label for entering nodes.
var entering = g.enter().append("svg:g");
entering.append("svg:polygon")
.attr("points", breadcrumbPoints)
.style("fill", 'transparent');//function(d) { return colors[d.name]; });
entering.append("svg:text")
.attr("x", 10)//(b.w + b.t) / 2)
.attr("y", b.h / 2)
.attr("dy", "0.35em")
.attr("text-anchor", "left")
.text(function(d) { return d.name; });
// Set position for entering and updating nodes.
g.attr("transform", function(d, i) {
return "translate(-10, " + i*20 + ")";// * (b.w + b.s) + ", 0)";
});
// Remove exiting nodes.
g.exit().remove();
// Now move and update the percentage at the end.
/* d3.select("#trail").select("#endlabel")
.attr("x", 0)//(nodeArray.length + 0.5) * (b.w + b.s))
.attr("y", b.h / 2)
.attr("dy", "0.35em")
//.attr("text-anchor", "middle")
.text(percentageString);
*/
// Make the breadcrumb trail visible, if it's hidden.
d3.select("#trail")
.style("visibility", "");
}
function drawLegend() {
// Dimensions of legend item: width, height, spacing, radius of rounded rect.
var li = {
w: 75, h: 30, s: 3, r: 3
};
var legend = d3.select("#legend").append("svg:svg")
.attr("width", li.w)
.attr("height", d3.keys(colors).length * (li.h + li.s));
var g = legend.selectAll("g")
.data(d3.entries(colors))
.enter().append("svg:g")
.attr("transform", function(d, i) {
return "translate(0," + i * (li.h + li.s) + ")";
});
g.append("svg:rect")
.attr("rx", li.r)
.attr("ry", li.r)
.attr("width", li.w)
.attr("height", li.h)
.style("fill", function(d) { return d.value; });
g.append("svg:text")
.attr("x", li.w / 2)
.attr("y", li.h / 2)
.attr("dy", "0.35em")
// .attr("text-anchor", "middle")
.text(function(d) { return d.key; });
}
function toggleLegend() {
var legend = d3.select("#legend");
if (legend.style("visibility") == "hidden") {
legend.style("visibility", "");
} else {
legend.style("visibility", "hidden");
}
}
// Take a 2-column CSV and transform it into a hierarchical structure suitable
// for a partition layout. The first column is a sequence of step names, from
// root to leaf, separated by hyphens. The second column is a count of how
// often that sequence occurred.
function buildHierarchy(csv) {
var root = {"name": "root", "children": []};
for (var i = 0; i < csv.length; i++) {
//var sequence = csv[i][0];
var size = +csv[i][3];
if (isNaN(size)) { // e.g. if this is a header row
continue;
}
var parts = [csv[i][1], csv[i][2], csv[i][0]];//sequence.split("-");
var currentNode = root;
for (var j = 0; j < parts.length; j++) {
var children = currentNode["children"];
var nodeName = parts[j];
var childNode;
if (j + 1 < parts.length) {
// Not yet at the end of the sequence; move down the tree.
var foundChild = false;
for (var k = 0; k < children.length; k++) {
if (children[k]["name"] == nodeName) {
childNode = children[k];
foundChild = true;
break;
}
}
// If we don't already have a child node for this branch, create it.
if (!foundChild) {
childNode = {"name": nodeName, "children": []};
children.push(childNode);
}
currentNode = childNode;
} else {
// Reached the end of the sequence; create a leaf node.
childNode = {"name": nodeName, "size": size};
children.push(childNode);
}
}
}
return root;
};