Skip to content

Instantly share code, notes, and snippets.

@ldelbeccaro
Last active June 27, 2016 21:28
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save ldelbeccaro/3418a6bd73720b15947c to your computer and use it in GitHub Desktop.
Save ldelbeccaro/3418a6bd73720b15947c to your computer and use it in GitHub Desktop.
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<link rel="stylesheet" type="text/css" href="https://cdn.mxpnl.com/libs/mixpanel-platform/css/reset.css">
<link rel="stylesheet" type="text/css" href="https://cdn.mxpnl.com/libs/mixpanel-platform/build/mixpanel-platform.v0.latest.min.css">
<script src="https://cdn.mxpnl.com/libs/mixpanel-platform/build/mixpanel-platform.v0.latest.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js"></script>
</head>
<body class="mixpanel-platform-body">
<div class="mixpanel-platform-section">
<div id="dates"></div>
<div class="events">
<div class="label">Funnel Steps:</div>
<input id="event_list" value="App Install,Game Played,In-App Purchase">
<div class="label">Alt Path Length:</div>
<input id="path_length" value="3">
<div id="run">RUN</div>
</div>
<div id="graph"></div>
</div>
<div class="mixpanel-platform-section flow">
<div class="header">Alternative Paths</div>
<div id="path">
<div class="description">Click the "dropped" section of any of the above events to view paths those users took after completing the previous funnel step (i.e., what the users did when they didn't convert).</div>
</div>
</div>
<script>
// Set a global variable for the Custom Query result
var cqResult;
// We'll need to convert dates to strings to include them in our query
function date_to_string(d) {
return d.toISOString().split('T')[0];
}
var datepicker = $('#dates').MPDatepicker();
var event_list_input;
var path_length_input;
var graph = $('#graph').MPChart({
// chart options
chartType: 'bar',
stacked: true,
highchartsOptions: {
colors: ['#cccccc', '#65afe7'],
plotOptions: {
series: {
cursor: 'pointer',
point: {
events: {
click: function () {
if (this.series_name == 'dropped') {
// enable clicking on the dropoff portion of the funnel bar to see the alternative paths for users
var clicked_event = this.category;
var index = event_list_input.indexOf(clicked_event);
// show dropoff paths originating from the previous event
// we'll define this function later
mapFlow(index-1);
}
}
}
}
}
}
}
});
function runQuery() {
event_list_input = $('#event_list').val().split(',');
path_length_input = $('#path_length').val();
if (isNaN(parseInt(path_length_input))) {
alert('Error: Alternative path length must be a number');
return;
}
var dates = datepicker.val();
}
// D3 tree setup
var margin = {top: 20, right: 40, bottom: 20, left: 40},
width = 960 - margin.right - margin.left,
height = 920 - margin.top - margin.bottom;
var i = 0,
duration = 750,
treeRoot;
var tree = d3.layout.tree()
.size([height, width]);
var diagonal = d3.svg.diagonal()
.projection(function(d) { return [d.y, d.x]; });
var svg = d3.select("#path").append("svg")
.attr("width", width + margin.right + margin.left)
.attr("height", height + margin.top + margin.bottom)
.append("g")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")");
d3.select(self.frameElement).style("height", height + "px");
function createFlow(flowObject) {
treeRoot = flowObject;
// initialize path flow with the root event
treeRoot.x0 = height / 2;
treeRoot.y0 = 0;
function collapse(d) {
if (d.children) {
d._children = d.children;
d._children.forEach(collapse);
d.children = null;
}
}
treeRoot.children.forEach(collapse);
update(treeRoot);
$('#path svg').show();
}
function update(source) {
// Update the tree from a source node
var flow_length = 4;
// Compute the new tree layout
var nodes = tree.nodes(treeRoot).reverse(),
links = tree.links(nodes);
// Normalize for fixed-depth
nodes.forEach(function(d) { d.y = width / flow_length * d.depth; });
// Find max count
var maxCount = 0;
nodes.forEach(function(d) { if (d.depth > source.depth) maxCount = d.count > maxCount ? d.count : maxCount; });
var ratio = calculateFlowLine(maxCount);
// Update the nodes
var node = svg.selectAll("g.node")
.data(nodes, function(d) { return d.id || (d.id = ++i); });
// Enter any new nodes at the parent's previous position
var nodeEnter = node.enter().append("g")
.attr("class", function(d) {return d.parent ? "node" : "root node"; })
.attr("transform", function(d) { return "translate(" + source.y0 + "," + source.x0 + ")"; })
.style("-webkit-clip-path", "polygon(-3px 0, " + width / flow_length + "px 0, " + width / flow_length + "px 100%, -3px 100%")
.style("clip-path", "polygon(-3px 0, " + width / flow_length + "px 0, " + width / flow_length + "px 100%, -3px 100%")
.style("cursor", "pointer")
.on("click", click);
nodeEnter.append("circle")
.attr("r", 1e-6)
.style("stroke", "steelblue")
.style("stroke-width", "1.5px")
.style("fill", function(d) { return d.children ? "#fff" : "lightsteelblue"; });
nodeEnter.append("text")
.attr("dx", 10)
.attr("dy", 3)
.attr("text-anchor", "start")
.text(function(d) { return d.name; })
.style("fill-opacity", 1e-6)
.style("font", "10px sans-serif")
.style("text-overflow", "ellipsis")
.style("overflow", "hidden")
.style("white-space", "nowrap");
nodeEnter.append("title")
.text(function(d) { return d.name; });
// Transition nodes to their new position
var nodeUpdate = node.transition()
.duration(duration)
.attr("transform", function(d) { return "translate(" + d.y + "," + d.x + ")"; });
nodeUpdate.select("circle")
.attr("r", 4.5)
.style("fill", function(d) { return d.children ? "#fff" : "lightsteelblue"; });
nodeUpdate.select("text")
.style("fill-opacity", 1)
.style("font-weight", function(d) {return d.children ? "bold" : "normal"; });
// Transition exiting nodes to the parent's new position
var nodeExit = node.exit().transition()
.duration(duration)
.attr("transform", function(d) { return "translate(" + source.y + "," + source.x + ")"; })
.remove();
nodeExit.select("circle")
.attr("r", 1e-6);
nodeExit.select("text")
.style("fill-opacity", 1e-6);
// Update the links
var link = svg.selectAll("path.link")
.data(links, function(d) { return d.target.id; });
// Enter any new links at the parent's previous position
link.enter().insert("path", "g")
.attr("class", "link")
.style("stroke-width", function(d) {
var width = d.target.count * ratio > 1 ? d.target.count * ratio : 1;
return width;
})
.style("fill", "none")
.style("stroke", "#ccc")
.style("stroke-linecap", "round")
.attr("d", function(d) {
var o = {x: source.x0, y: source.y0};
return diagonal({source: o, target: o});
});
// Transition links to their new position
link.transition()
.duration(duration)
.attr("d", diagonal);
// Transition exiting nodes to the parent's new position
link.exit().transition()
.duration(duration)
.attr("d", function(d) {
var o = {x: source.x, y: source.y};
return diagonal({source: o, target: o});
})
.remove();
// Stash the old positions for transition
nodes.forEach(function(d) {
d.x0 = d.x;
d.y0 = d.y;
});
}
function click(d) {
// Toggle children on click
if (d.children) {
d._children = d.children;
d.children = null;
} else {
d.children = d._children;
d._children = null;
}
update(d);
}
function calculateFlowLine(count) {
// Calculate a ratio normalize width of path links
count = count || 1;
return 15/count;
}
function generateFunnel(results) {
var funnel = {
dropped: {},
converted: {}
};
_.each(results, function(funnel_step, i) {
// loop through each of the event objects in the Custom Query result
// assign the total count to the "converted" object in our funnel object
funnel.converted[funnel_step.step] = funnel_step.count;
// if there is a preceding event in the funnel, assign the difference between the preceding and current step to the "dropped" object
funnel.dropped[funnel_step.step] = results[i-1] ? results[i-1].count - funnel_step.count : 0;
});
return funnel;
}
function getChildren(parentObject, flowParent, prevFlowParent, event) {
// loop through our result to get the children of each event and add them to the applicable parent
var eventObject = {
'name': flowParent.count + ': ' + event,
'count': flowParent.count,
'parent': prevFlowParent,
'children': []
};
// find the next events completed in a path after the parent event
var next = flowParent.next;
if ($.isEmptyObject(next) === false) {
// continue to get the next events in the path
for (var eventName in next) {
if (next.hasOwnProperty(eventName)) {
getChildren(eventObject, next[eventName], event, eventName);
}
}
}
// add all next events as children of the parent event
parentObject.children.push(eventObject);
}
function mapFlow(index) {
// create the object to be passed into the D3 visualization
var flows = cqResult[index];
var root = event_list_input[index];
var flowObject = {
'name': flows.count + ': ' + root,
'count': flows.count,
'children': [],
};
_.each(_.keys(flows.next), function(eventName) {
getChildren(flowObject, flows.next[eventName], '', eventName);
});
createFlow(flowObject);
}
</script>
</body>
</html>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment