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@wenzhaoduo
Last active February 25, 2017 23:28
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
139441 Status 2 12 3 10 0 10460 19057 1457 1361 1674 11710 6112 1108 5 130 29 164
139441 Photo 3 12 3 3 0 2413 4373 177 113 154 2812 1503 132 0 66 14 80
139441 Photo 2 12 2 10 1 50128 87991 2211 790 1119 61027 32048 1386 58 1572 147 1777
139441 Photo 2 12 2 3 0 7244 13594 671 410 580 6228 3200 396 19 325 49 393
139441 Status 2 12 1 9 0 10472 20849 1191 1073 1389 16034 7852 1016 1 152 33 186
139441 Photo 3 12 1 3 1 11692 19479 481 265 364 15432 9328 379 3 249 27 279
139441 Photo 3 12 7 9 1 13720 24137 537 232 305 19728 11056 422 0 325 14 339
139441 Status 2 12 7 3 0 11844 22538 1530 1407 1692 15220 7912 1250 0 161 31 192
139441 Photo 3 12 6 10 0 4694 8668 280 183 250 4309 2324 199 3 113 26 142
139441 Status 2 12 5 10 0 21744 42334 4258 4100 4540 37849 18952 3798 0 233 19 252
139441 Photo 2 12 5 10 0 3112 5590 208 127 145 3887 2174 165 0 88 18 106
139441 Photo 2 12 5 10 0 2847 5133 193 115 133 3779 2072 152 0 90 14 104
139441 Photo 2 12 5 3 0 2549 4896 249 134 168 3631 1917 183 5 137 10 152
138414 Photo 2 12 4 5 1 22784 39941 887 337 417 34415 19312 684 2 577 20 599
138414 Status 2 12 3 10 0 10060 19680 1264 1209 1425 17272 8548 1162 4 86 18 108
138414 Photo 3 12 3 3 0 1722 2981 163 123 148 1868 1050 123 2 40 12 54
138414 Photo 1 12 2 12 1 53264 111785 1706 1103 1655 92512 39776 1307 15 678 20 713
138414 Status 3 12 2 3 0 3930 7509 130 86 112 5009 2410 101 4 54 17 75
138414 Photo 3 12 1 11 0 1591 2825 121 88 111 2116 1161 100 0 34 8 42
138414 Photo 2 12 1 3 0 2848 5066 200 142 184 3561 1963 157 3 66 12 81
138414 Photo 1 12 7 10 0 1384 2467 15 15 20 2196 1172 15 0 0 0 0
138414 Link 1 12 7 10 0 3454 6853 118 104 130 6282 3100 106 0 16 2 18
138414 Photo 3 12 7 3 0 2723 4888 176 118 143 2964 1621 143 0 72 24 96
138414 Status 2 12 6 10 0 8488 15294 1341 1270 1489 9684 5244 995 3 99 19 121
138458 Status 2 12 6 3 0 8284 15104 1521 1462 1711 10266 5372 1200 0 88 18 106
138458 Status 2 12 5 11 0 19552 34143 2806 2531 3420 17748 9824 1779 10 412 72 494
138458 Photo 3 12 5 3 0 2478 4306 212 124 149 2612 1443 166 0 100 17 117
138895 Photo 2 12 5 3 0 9560 18264 973 559 885 9217 4748 621 36 523 63 622
138895 Video 1 12 4 11 1 36208 61262 1141 1068 1728 30131 14112 559 18 143 13 174
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138895 Photo 2 12 3 10 0 1683 2929 192 171 221 1585 858 131 1 27 11 39
138895 Photo 3 12 3 3 0 5280 9578 368 237 345 4480 2422 268 2 155 47 204
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138895 Photo 2 12 1 11 0 4512 7808 423 284 431 5183 2954 316 6 172 21 199
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138895 Photo 1 12 7 10 1 19800 28663 479 424 805 5187 2752 248 16 76 8 100
138895 Status 2 12 7 9 0 17576 33058 5352 5202 6547 23135 11792 4104 11 227 31 269
138895 Photo 1 12 7 3 0 3290 6085 306 284 402 4986 2584 247 1 44 14 59
138895 Status 2 12 6 11 0 13280 24198 2055 1912 2720 17627 9344 1716 7 216 39 262
138895 Link 1 12 6 3 1 18480 28438 517 366 460 12078 6752 319 6 187 18 211
138353 Photo 1 12 5 10 0 7268 13989 2087 2079 12074 13544 7096 1975 7 26 3 36
138353 Link 1 12 5 3 1 2645 4270 134 109 170 2330 1377 101 7 29 10 46
138353 Photo 1 12 4 11 0 4284 8387 355 316 513 7283 3634 291 0 47 11 58
138353 Link 1 12 4 3 1 7968 13023 206 158 223 6734 3492 138 4 57 10 71
138353 Status 1 12 3 11 0 16576 30612 3572 3464 4802 24363 12888 3014 4 174 36 214
138353 Link 1 12 3 2 0 1925 3481 97 83 126 2307 1180 77 6 18 8 32
138353 Photo 1 12 2 11 0 3786 7329 338 283 450 6336 3216 280 0 77 15 92
138353 Link 1 12 2 2 0 1536 3094 84 76 99 2903 1407 76 1 12 1 14
138353 Photo 2 11 1 9 0 1728 3155 108 65 95 2313 1232 77 1 48 9 58
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138329 Photo 1 11 7 9 0 4894 8899 355 181 264 4914 2712 246 9 202 31 242
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138329 Photo 1 11 6 10 0 2425 4462 260 213 433 3017 1510 175 4 66 13 83
138329 Video 1 11 6 2 1 16416 31950 459 411 539 21436 9568 363 2 65 14 81
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138329 Photo 1 11 5 3 0 2545 4846 165 131 167 3675 1901 134 0 40 13 53
138329 Photo 1 11 4 10 0 2257 4372 230 173 327 3188 1557 168 3 76 11 90
138329 Photo 1 11 4 3 1 27072 84885 421 304 487 35637 9712 263 4 139 17 160
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138185 Photo 1 11 1 3 0 3416 6167 356 298 641 4530 2388 280 19 77 23 119
138185 Photo 1 11 7 11 0 2149 4120 197 156 219 3302 1640 161 0 48 7 55
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137893 Photo 1 11 5 10 1 39344 103050 588 460 695 39304 11392 336 7 146 9 162
137893 Video 1 11 5 3 1 100768 220447 2101 1735 2331 59658 18880 885 17 449 84 550
137893 Status 3 11 4 11 0 9056 16362 1006 847 1153 9562 5180 740 3 226 44 273
137893 Photo 1 11 4 2 1 11444 46054 555 418 717 13737 4320 438 14 172 47 233
137893 Video 1 11 3 11 0 13544 30235 517 458 667 26622 11760 447 2 99 13 114
137893 Photo 1 11 3 2 1 37376 68610 1150 808 1341 22100 10880 724 20 411 74 505
137893 Photo 1 11 3 2 0 1228 2392 17 17 19 2392 1228 17 0 0 0 0
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137177 Status 2 11 7 3 0 8728 17827 2295 2235 2828 15418 7344 2099 2 86 13 101
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137177 Photo 3 11 5 10 1 2938 5799 321 243 379 3668 1848 236 2 101 19 122
137177 Status 3 11 5 2 0 6692 13092 199 108 141 7549 3336 156 2 99 16 117
137177 Photo 1 11 4 9 1 2566 5244 384 280 469 3834 1806 266 10 140 8 158
137177 Link 1 11 4 3 0 21176 54779 330 228 329 13858 5248 185 2 130 31 163
137177 Photo 3 11 3 10 0 4012 7955 550 319 477 4625 2218 403 3 270 38 311
137177 Photo 1 11 3 3 0 1531 2838 212 189 1359 1210 690 143 3 30 6 39
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137059 Photo 3 11 7 9 0 2225 4239 310 216 289 2570 1389 233 2 111 16 129
137059 Photo 2 11 7 4 0 2626 4943 316 213 299 3047 1605 244 2 124 22 148
137059 Photo 3 10 6 10 0 3090 5744 391 257 360 3521 1796 293 5 153 27 185
137059 Photo 1 10 6 3 0 1101 2548 324 287 2418 1284 704 220 3 51 11 65
137059 Photo 2 10 5 11 0 2819 5230 318 218 303 3128 1622 240 1 115 26 142
137020 Status 2 10 5 3 1 12468 24917 2143 1966 2576 15850 7636 1661 7 310 61 378
137020 Photo 1 10 4 10 0 12776 21893 785 539 881 13272 7800 575 12 328 90 430
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137020 Photo 2 10 4 3 0 68896 104952 2624 1326 1952 35707 19840 1354 26 1505 95 1626
137020 Photo 3 10 3 10 0 1711 3174 288 245 339 2226 1118 205 2 63 14 79
137020 Photo 1 10 3 4 0 1388 2544 224 219 931 2161 1214 172 0 13 4 17
137020 Photo 1 10 2 11 1 2645 5472 357 315 482 4485 2101 265 4 59 9 72
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137020 Photo 3 10 1 11 0 3674 7221 452 330 487 3832 1890 328 9 181 32 222
136736 Status 2 10 1 4 0 9504 19556 1132 1032 1512 16018 7616 981 17 193 28 238
136736 Photo 3 10 7 9 0 2426 4469 320 237 325 3120 1684 248 7 125 16 148
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136642 Photo 1 10 7 13 0 1592 2749 370 356 414 2551 1454 327 0 15 2 17
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136013 Photo 1 10 5 8 0 1080 2427 210 189 249 2195 934 184 4 32 3 39
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136013 Status 3 10 3 10 0 13152 25666 2543 2438 3179 20547 10280 2278 2 227 36 265
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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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