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@wenzhaoduo
Last active February 25, 2017 23:28
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Scatterplot Matrix with brush and tooltip v4
license: mit
Page total likes Type Category Post Month Post Weekday Post Hour Paid Lifetime Post Total Reach Lifetime Post Total Impressions Lifetime Engaged Users Lifetime Post Consumers Lifetime Post Consumptions Lifetime Post Impressions by people who have liked your Page Lifetime Post reach by people who like your Page Lifetime People who have liked your Page and engaged with your post comment like share Total Interactions
139441 Photo 2 12 4 3 0 2752 5091 178 109 159 3078 1640 119 4 79 17 100
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<!-- scatter plot matrix with brush and tooltip by d3 v4 -->
<!DOCTYPE html>
<meta charset="utf-8">
<style>
svg {
font: 10px sans-serif;
padding: 10px;
}
.axis,
.frame {
shape-rendering: crispEdges;
}
.axis line {
stroke: #ddd;
}
.axis path {
display: none;
}
.cell text {
font-weight: bold;
text-transform: capitalize;
}
.frame {
fill: none;
stroke: #aaa;
}
circle {
fill-opacity: .7;
}
circle.hidden {
fill: #ccc !important;
}
.extent {
fill: #000;
fill-opacity: .125;
stroke: #fff;
}
div.tooltip {
position: absolute;
text-align: center;
width: 100px;
height: 80px;
padding: 2px;
font: 12px sans-serif;
background: lightsteelblue;
border: 0px;
border-radius: 8px;
pointer-events: none;
}
</style>
<body>
<script src="http://d3js.org/d3.v4.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/underscore.js/1.8.3/underscore-min.js"></script>
<script>
d3.helper = {};
d3.helper.tooltip = function () {
var tooltipDiv;
var bodyNode = d3.select('body').node();
function tooltip(selection) {
selection.on('mouseover.tooltip', function (point) {
// Clean up lost tooltips
d3.select('body').selectAll('div.tooltip').remove();
// Append tooltip
tooltipDiv = d3.select('body')
.append('div')
.attr('class', 'tooltip');
var absoluteMousePos = d3.mouse(bodyNode);
tooltipDiv
.style('left', (absoluteMousePos[0] + 10) + 'px')
.style('top', (absoluteMousePos[1] - 30) + 'px');
var line = '';
_.each(d3.keys(point), function (key, index) {
if (index != d3.keys(point).length - 1) {
line += key + ': ' + point[key] + '</br>';
} else {
line += key + ': ' + point[key];
}
});
tooltipDiv.html(line);
})
.on('mousemove.tooltip', function () {
// Move tooltip
var absoluteMousePos = d3.mouse(bodyNode);
tooltipDiv
.style("left", (absoluteMousePos[0] + 10) + 'px')
.style("top", absoluteMousePos[1] < 80 ? absoluteMousePos[1] + 10 :(absoluteMousePos[1] - 70) + 'px');
})
.on('mouseout.tooltip', function () {
// Remove tooltip
tooltipDiv.remove();
});
}
tooltip.attr = function (_x) {
if (!arguments.length) return attrs;
attrs = _x;
return this;
};
tooltip.style = function (_x) {
if (!arguments.length) return styles;
styles = _x;
return this;
};
return tooltip;
};
var width = 960,
size = 230,
padding = 20;
var x = d3.scaleLinear().rangeRound([padding / 2, size - padding / 2]);
var y = d3.scaleLinear().rangeRound([size - padding / 2, padding / 2]);
var xAxis = d3.axisBottom()
.scale(x)
.ticks(7);
var yAxis = d3.axisLeft()
.scale(y)
.ticks(7);
var color = d3.scaleOrdinal(d3.schemeCategory10);
d3.csv("dataset_Facebook-table.csv", function (data) {
data = _.chain(data).map(function (data) {
var obj = {};
_.each(d3.keys(data).slice(1, 6), function (key) {
obj[key] = data[key];
});
return obj;
}).value();
// transfer value from string to number
_.each(data, function (ele) {
_.each(Object.keys(ele), function (key) {
if (key != 'Type') {
ele[key] = +ele[key];
}
});
});
var attr2Domain = {},
attrs = _.filter(d3.keys(data[0]), function (key) {
return key !== "Type";
}),
n = attrs.length;
_.each(attrs, function (attr) {
attr2Domain[attr] = d3.extent(data, function (ele) {
return ele[attr];
});
});
xAxis.tickSize(size * n);
yAxis.tickSize(-size * n);
var brush = d3.brush(x, y)
.extent([[padding / 2, padding / 2], [size - padding / 2, size - padding / 2]]) // brush will out beyond this extent
.on("start", brushStart)
.on("brush", brushMove)
.on("end", brushEnd);
var svg = d3.select("body")
.append("svg")
.attr("width", size * n + padding)
.attr("height", size * n + padding)
.append("g")
.attr("transform", "translate(" + padding + "," + padding / 2 + ")");
svg.selectAll(".x.axis")
.data(attrs)
.enter().append("g")
.attr("class", "x axis")
.attr("transform", function (d, i) {
return "translate(" + (n - i - 1) * size + ",0)";
})
.each(function (d) {
x.domain(attr2Domain[d]);
d3.select(this).call(xAxis);
});
svg.selectAll(".y.axis")
.data(attrs)
.enter().append("g")
.attr("class", "y axis")
.attr("transform", function (d, i) {
return "translate(0," + i * size + ")";
})
.each(function (d) {
y.domain(attr2Domain[d]);
d3.select(this).call(yAxis);
});
var cell = svg.selectAll(".cell")
.data(cross(attrs, attrs))
.enter()
.append("g")
.attr("class", "cell")
.attr("transform", function (d) {
return "translate(" + (n - d.i - 1) * size + "," + d.j * size + ")";
});
// Titles for the diagonal.
cell.filter(function (d) {
return d.i === d.j;
})
.append("text")
.attr("x", padding)
.attr("y", padding)
.attr("dy", ".71em")
.style("fill", "black")
.text(function (d) {
return d.x;
});
cell.call(brush);
cell.each(plot);
// plot each cell
function plot(p) {
var cell = d3.select(this);
x.domain(attr2Domain[p.x]);
y.domain(attr2Domain[p.y]);
cell.append("rect")
.attr("class", "frame")
.attr("x", padding / 2)
.attr("y", padding / 2)
.attr("width", size - padding)
.style("pointer-events", "none")
.attr("height", size - padding);
var circles = cell.selectAll("circle")
.data(data)
.enter().append("circle")
.attr("cx", function (d) {
return x(d[p.x]);
})
.attr("cy", function (d) {
return y(d[p.y]);
})
.attr("r", 4)
.call(d3.helper.tooltip())
.style("fill", function (d) {
return color(d.Type);
});
circles.on('mousedown', function () {
});
}
var brushCell;
var legendRectSize = 10;
var legendSpacing = 10;
var legend = svg.append("g")
.selectAll("g")
.data(color.domain())
.enter()
.append('g')
.attr('class', 'legend')
.attr('transform', function (d, i) {
var height = legendRectSize;
var x = n * size;
var y = (i * height) + 40;
return 'translate(' + x + ',' + y + ')';
});
legend.append('rect')
.attr('width', legendRectSize)
.attr('height', legendRectSize)
.style('fill', color)
.style('stroke', color);
legend.append('text')
.attr('x', -legendRectSize)
.attr('y', legendSpacing)
.style("text-anchor", "end")
.text(function (d) {
return d;
});
// Clear the previously-active brush, if any.
function brushStart(p) {
if (brushCell !== this) {
d3.select(brushCell).call(brush.move, null); // clear the brush
x.domain(attr2Domain[p.x]);
y.domain(attr2Domain[p.y]);
brushCell = this;
}
}
// Highlight the selected circles.
function brushMove(p) {
var s = d3.event.selection;
if (s) {
// translate selection area
var e = [_.map(s[0], x.invert)[0], _.map(s[1], x.invert)[0], _.map(s[1], y.invert)[1], _.map(s[0], y.invert)[1]];
// hide circles outside of selection
svg.selectAll("circle").classed("hidden", function (d) {
return e[0] > d[p.x] || d[p.x] > e[1]
|| e[2] > d[p.y] || d[p.y] > e[3];
});
}
}
// If the brush is empty, highlight all circles.
function brushEnd() {
if (!d3.event.selection) svg.selectAll(".hidden").classed("hidden", false);
}
});
function cross(a, b) {
var c = [], n = a.length, m = b.length, i, j;
for (i = 0; i < n; i++) {
for (j = 0; j < m; j++) {
c.push({x: a[i], i: i, y: b[j], j: j});
}
}
return c;
}
</script>
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