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@wwymak
Last active September 13, 2016 23:29
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Attempt at Binsq with d3
license: mit
var rawData;
var width = 512,
height = 512;
var canvas = d3.select("#visContainer").append('canvas').attr('width', width).attr('height', height);
var ctx = canvas.node().getContext('2d');
var tree;
d3.csv("hasselt.csv")
.row(d => {
return {
x: +d.x,
y: +d.y,
color: '#' + Math.abs(parseInt(d.colour)).toString(16),
colorVal : parseInt(d.colour)
}
})
.get((err, data) => {
console.log(data); //the dummy data is contructed so that it more or less min should be zero...
rawData = data; //each row of data == 1 Dot
var xScale = d3.scaleLinear().domain([0, d3.max(data, d => d.x)]).range([0, width]);
var yScale = d3.scaleLinear().domain([0, d3.max(data, d => d.y)]).range([height, 0]);
var values , // Dot values in each nested bin
visible, // Visible histogram of each bin
actual,// Actual histogram of each bin
equalize; // Final product
var quadtree = d3.quadtree()
.x(d => xScale(d.x)).y(d => yScale(d.y))
.extent([[0, 0], [width, height]])
.addAll(data);
tree = quadtree;
var nodes = getNodes(quadtree, 4);
console.log('nodes', nodes)
//step 1
ctx.clearRect(0, 0, width, height);
drawPoints(ctx, data);
drawBins(ctx, nodes);
// var allNodes = getAllNodes(quadtree);
// allNodes.forEach(node => {
// var d = node;
// ctx.strokeStyle="grey";
// ctx.strokeRect(xScale(d.x0), d.y0, xScale(Math.abs(d.x1 - d.x0)), (Math.abs(d.y1 - d.y0)));
// });
function getAllNodes(quadtree) {
var nodes = [];
quadtree.root().depth = 0; // root
quadtree.visit((node, x0, y0, x1, y1) => {
node.x0 = x0;
node.y0 = y0;
node.x1 = x1;
node.y1 = y1;
nodes.push(node);
if(node.length) {
node.forEach(d => {d.depth = node.depth + 1 });
}
});
return nodes;
}
function getNodes(quadtree, maxDepth = 100) {
var nodes = [];
quadtree.root().depth = 0; // root
quadtree.visit((node, x0, y0, x1, y1) => {
node.x0 = x0;
node.y0 = y0;
node.x1 = x1;
node.y1 = y1;
// nodes.push(node);
if(node.length) {
if(node.depth < maxDepth){
node.forEach(d => {d.depth = node.depth + 1 })
} else {
//do stuff
let out = _.flattenDeep(node).filter(d => !!d ).map(d=> d.data);
out.x0 = node.x0;
out.x1 = node.x1;
out.y0 = node.y0;
out.y1 = node.y1;
out.depth = node.depth;
nodes.push({data: out});
return true;
}
} else if(typeof node == "object") {
let out = [];
out.x0 = node.x0;
out.x1 = node.x1;
out.y0 = node.y0;
out.y1 = node.y1;
out.depth = node.depth;
do {
out.push(node.data);
} while (node = node.next);
nodes.push({data: out});
return true;
} else {
let out = [];
out.x0 = node.x0;
out.x1 = node.x1;
out.y0 = node.y0;
out.y1 = node.y1;
out.depth = node.depth + 1;
nodes.push({data: out});
return true;
}
});
return nodes;
}
function drawPoints(ctx, data) {
data.forEach(d => {
ctx.fillStyle = d.color;
ctx.strokeStyle = d.color;
var coords = [xScale(d.x), yScale(d.y)];
var radius = 2;
ctx.beginPath();
ctx.arc(coords[0], coords[1] , radius, 0, Math.PI * 2);
ctx.fill();
ctx.stroke();
});
}
function drawBins(ctx, nodes) {
nodes.forEach(node => {
var d = node.data;
ctx.strokeStyle="grey";
ctx.strokeRect(d.x0, d.y0, Math.abs(d.x1 - d.x0), Math.abs(d.y1 - d.y0));
})
}
});
x y colour
314.5625 260.375 -4226771
106.96875 302.3125 -79826
315.65625 241.46875 -13524140
315.59375 241.25 -2286473
289.90625 303.28125 -13524140
314.34375 260.59375 -79826
289.90625 303.28125 -13524140
406.125 260.0 -2286473
314.5 259.65625 -79826
331.46875 251.46875 -4226771
331.34375 254.375 -79826
400.28125 255.9375 -79826
321.4375 252.3125 -13524140
298.0625 282.6875 -13524140
312.875 260.28125 -79826
379.125 226.15625 -13524140
330.84375 240.875 -79826
342.53125 234.6875 -13532483
291.3125 205.1875 -2286473
289.0625 304.65625 -13532483
177.09375 196.125 -79826
177.03125 196.125 -79826
177.03125 196.25 -79826
322.4375 231.4375 -13524140
259.1875 280.09375 -13524140
47.78125 181.8125 -4226771
350.78125 258.78125 -13524140
326.125 248.25 -2286473
327.65625 262.1875 -13532483
206.1875 359.8125 -2286473
206.25 360.03125 -13532483
322.0 234.5 -13524140
313.84375 250.28125 -13524140
414.5 241.40625 -79826
415.6875 240.125 -79826
415.6875 240.125 -79826
319.65625 255.875 -79826
415.65625 240.125 -79826
314.84375 260.5 -79826
343.9375 221.53125 -79826
383.78125 233.09375 -2286473
340.8125 165.0 -13524140
103.90625 332.75 -79826
380.5625 120.90625 -13524140
314.625 260.28125 -79826
323.53125 255.875 -13524140
351.3125 160.6875 -2286473
314.0 252.53125 -13524140
370.6875 213.9375 -2286473
344.375 250.84375 -4226771
101.75 89.03125 -79826
322.78125 258.5625 -2286473
365.75 432.875 -13524140
312.6875 248.4375 -13524140
281.8125 206.15625 -13532483
327.9375 250.625 -79826
351.3125 160.6875 -79826
405.90625 252.1875 -79826
399.9375 256.03125 -79826
399.9375 256.03125 -79826
347.71875 162.28125 -2286473
399.9375 256.03125 -79826
289.0 252.8125 -13524140
289.125 252.09375 -79826
377.90625 356.5 -2286473
273.875 232.03125 -79826
280.9375 239.5 -13532483
381.25 190.53125 -13532483
79.46875 314.84375 -13524140
331.0625 254.15625 -13524140
271.59375 175.03125 -13524140
336.34375 252.375 -13524140
275.46875 177.375 -13524140
397.40625 256.71875 -13532483
376.3125 237.8125 -2286473
284.8125 227.15625 -13524140
357.25 211.59375 -13524140
314.0 252.59375 -13524140
408.5625 173.78125 -13524140
329.375 272.28125 -2286473
311.5625 252.25 -79826
401.8125 254.5 -13524140
274.71875 177.3125 -2286473
274.4375 177.4375 -13532483
106.5625 302.875 -13524140
259.46875 279.96875 -79826
327.5625 255.28125 -13532483
318.75 250.3125 -13532483
106.75 302.65625 -13524140
316.3125 250.9375 -13524140
302.21875 253.0 -2286473
328.8125 250.625 -79826
319.96875 256.125 -13524140
330.21875 236.84375 -13524140
129.3125 92.96875 -13524140
289.90625 303.28125 -13524140
289.90625 303.28125 -13524140
314.90625 256.0 -79826
340.09375 247.9375 -13524140
323.6875 251.28125 -79826
181.5625 195.40625 -79826
399.65625 256.4375 -79826
318.4375 133.78125 -13524140
329.75 254.75 -13532483
323.1875 231.25 -13524140
400.75 256.5625 -79826
300.90625 260.09375 -79826
315.46875 257.59375 -79826
339.125 255.8125 -13532483
311.5625 252.1875 -4226771
328.0625 250.5 -13524140
107.53125 303.09375 -79826
327.5625 255.28125 -13532483
275.21875 177.3125 -2286473
335.59375 233.875 -2286473
316.3125 228.96875 -13524140
315.40625 258.3125 -13524140
297.0625 274.65625 -13524140
300.15625 279.59375 -13524140
314.125 251.84375 -13524140
316.21875 258.21875 -79826
302.21875 253.0 -2286473
309.1875 243.0 -4226771
252.90625 254.84375 -13532483
296.4375 273.96875 -13524140
292.28125 289.90625 -13524140
302.21875 253.0 -2286473
292.6875 290.96875 -13532483
292.6875 290.96875 -2286473
399.65625 256.4375 -79826
355.84375 152.71875 -79826
399.9375 256.6875 -79826
399.875 256.34375 -79826
347.84375 249.53125 -2286473
399.65625 256.4375 -79826
311.5625 252.1875 -4226771
293.3125 284.15625 -13524140
358.78125 212.96875 -13524140
323.125 231.125 -13524140
326.875 252.1875 -13532483
165.40625 200.625 -2286473
296.3125 277.0 -13524140
333.625 232.8125 -13524140
93.59375 322.5625 -79826
337.03125 168.34375 -79826
287.9375 253.875 -13524140
341.65625 164.09375 -13524140
333.78125 183.59375 -13524140
320.75 261.5 -79826
322.96875 231.15625 -13524140
297.96875 284.21875 -2286473
302.90625 259.59375 -79826
358.0625 127.875 -79826
354.8125 214.28125 -13532483
322.90625 231.0625 -13524140
332.875 251.125 -4226771
328.0625 247.03125 -79826
314.96875 258.28125 -13524140
380.03125 227.09375 -2286473
348.59375 162.40625 -13524140
266.9375 213.25 -13532483
338.78125 224.25 -79826
329.125 256.28125 -13524140
354.8125 214.28125 -13532483
106.53125 302.9375 -79826
106.53125 302.9375 -4226771
106.6875 302.75 -79826
81.25 295.15625 -2286473
302.21875 253.0 -2286473
327.375 199.71875 -79826
407.1875 256.84375 -13532483
106.6875 302.875 -79826
106.75 302.71875 -79826
349.25 162.28125 -13524140
323.0625 231.3125 -13524140
276.875 257.8125 -13524140
339.40625 198.625 -79826
399.71875 256.4375 -79826
358.78125 212.96875 -13524140
296.4375 274.9375 -13524140
332.4375 246.53125 -13524140
318.875 253.6875 -13524140
315.375 134.46875 -2286473
269.375 305.46875 -13524140
302.5625 283.09375 -4226771
370.625 213.9375 -2286473
400.6875 256.6875 -13524140
334.875 218.59375 -13524140
344.84375 221.34375 -13532483
287.9375 253.875 -13524140
165.40625 200.625 -13524140
327.65625 247.03125 -79826
328.5 246.9375 -79826
389.34375 249.75 -79826
312.875 268.25 -13532483
300.40625 276.59375 -13524140
106.84375 303.625 -79826
174.21875 212.1875 -13524140
293.9375 281.625 -13524140
293.125 277.53125 -13524140
288.5 253.0625 -13532483
400.0625 255.875 -13532483
296.03125 275.75 -13524140
296.4375 275.625 -4226771
288.875 248.53125 -4226771
292.1875 313.09375 -79826
336.40625 220.03125 -13532483
97.0625 345.84375 -79826
283.71875 234.84375 -79826
106.625 302.875 -79826
274.78125 177.3125 -13532483
283.6875 235.375 -79826
289.125 245.28125 -13524140
322.5 231.71875 -13524140
319.375 262.5 -2286473
342.5625 357.75 -4226771
176.65625 195.625 -2286473
314.40625 249.21875 -13524140
322.71875 231.25 -13524140
327.59375 246.75 -13524140
328.125 250.3125 -79826
359.59375 126.1875 -79826
312.65625 248.1875 -13532483
397.90625 186.59375 -13524140
351.3125 160.6875 -2286473
336.34375 252.375 -13532483
341.03125 201.53125 -13524140
341.03125 201.53125 -13524140
351.3125 160.6875 -2286473
362.75 286.90625 -13524140
300.0 251.625 -13532483
327.03125 234.5 -79826
400.84375 256.5 -79826
405.15625 252.25 -79826
391.375 93.875 -13532483
338.9375 231.375 -79826
310.8125 257.25 -13524140
370.6875 213.84375 -13524140
271.5 358.96875 -13524140
370.6875 213.84375 -13524140
311.625 252.375 -79826
355.34375 216.375 -13532483
321.78125 257.625 -4226771
327.84375 250.4375 -79826
354.8125 214.28125 -13532483
328.0 250.375 -4226771
288.84375 248.0 -13524140
316.78125 262.5 -13524140
329.125 243.875 -4226771
336.34375 220.09375 -4226771
221.53125 219.625 -79826
400.15625 256.0 -79826
307.1875 245.78125 -4226771
249.71875 221.9375 -13532483
401.65625 123.09375 -13524140
295.125 247.6875 -79826
382.9375 121.34375 -13524140
362.40625 403.5625 -13524140
324.4375 250.03125 -79826
319.65625 222.875 -13524140
311.40625 252.375 -79826
399.875 256.15625 -79826
329.9375 244.375 -79826
329.375 251.40625 -13532483
340.375 261.21875 -2286473
324.25 255.1875 -4226771
399.875 256.21875 -79826
312.65625 248.1875 -13532483
302.21875 253.0 -2286473
400.0 256.0 -2286473
399.875 256.15625 -79826
271.78125 230.15625 -13532483
327.59375 246.75 -2286473
399.9375 256.4375 -79826
314.5 260.28125 -79826
314.5 260.28125 -79826
321.78125 257.0625 -2286473
313.4375 249.59375 -2286473
400.78125 256.5625 -79826
306.0625 253.75 -13524140
285.8125 203.59375 -13524140
322.5625 333.375 -13524140
322.84375 231.125 -13524140
346.65625 221.9375 -13524140
322.71875 231.125 -13524140
310.8125 266.875 -13532483
324.15625 265.4375 -4226771
399.9375 256.125 -79826
435.65625 93.96875 -13532483
281.8125 309.5625 -13532483
394.21875 261.15625 -13532483
399.59375 256.5625 -79826
305.9375 151.34375 -13524140
305.9375 151.34375 -13524140
311.96875 252.4375 -79826
322.5625 333.375 -13524140
399.71875 256.4375 -79826
399.875 256.21875 -79826
288.5625 251.5625 -13532483
106.75 302.8125 -79826
312.9375 248.59375 -2286473
106.5625 302.875 -79826
107.25 302.25 -79826
400.21875 255.9375 -79826
399.875 256.15625 -79826
333.71875 233.59375 -79826
302.21875 253.0 -2286473
104.3125 332.25 -79826
310.4375 222.375 -13524140
302.21875 253.0 -2286473
322.4375 231.3125 -13524140
330.625 242.59375 -4226771
291.5 243.90625 -79826
399.53125 256.40625 -79826
400.21875 256.125 -79826
346.4375 225.6875 -13524140
330.15625 242.0 -13524140
350.96875 249.40625 -13532483
356.8125 212.0 -2286473
419.90625 244.0 -79826
328.1875 246.03125 -79826
351.3125 160.6875 -2286473
328.5 246.75 -79826
327.15625 247.03125 -79826
288.03125 245.125 -13532483
344.84375 221.34375 -13532483
327.3125 247.03125 -79826
328.1875 246.3125 -79826
322.0 234.0 -4226771
328.5 246.9375 -79826
322.21875 326.0625 -13524140
328.34375 247.03125 -79826
314.84375 260.4375 -13524140
106.75 302.71875 -79826
399.53125 256.34375 -79826
322.71875 331.34375 -13524140
400.21875 255.9375 -79826
200.75 204.78125 -13524140
106.5625 302.875 -79826
309.46875 281.15625 -2286473
326.46875 208.90625 -2286473
344.84375 221.34375 -13532483
328.0625 247.03125 -79826
327.5625 246.8125 -79826
328.1875 246.9375 -79826
397.78125 256.15625 -13524140
328.34375 246.6875 -79826
327.59375 246.9375 -79826
328.6875 246.59375 -79826
106.90625 303.0625 -79826
339.125 234.84375 -13524140
365.25 107.3125 -13524140
107.1875 302.59375 -79826
335.78125 218.0 -13524140
108.21875 274.875 -79826
279.40625 364.375 -13524140
289.28125 251.1875 -79826
354.59375 213.125 -13524140
329.25 249.6875 -79826
348.6875 314.4375 -2286473
322.6875 231.40625 -13524140
319.65625 253.875 -13524140
306.0625 253.75 -13524140
319.4375 265.78125 -13524140
322.28125 262.1875 -2286473
366.625 105.375 -79826
338.84375 222.65625 -79826
302.3125 253.40625 -13524140
344.625 199.53125 -79826
302.3125 253.5 -79826
106.53125 298.34375 -13524140
328.21875 250.03125 -79826
321.59375 260.84375 -2286473
318.875 253.6875 -13524140
313.59375 240.8125 -13532483
310.71875 282.28125 -13524140
335.71875 263.25 -13524140
338.59375 222.5625 -13524140
178.96875 201.40625 -13532483
347.96875 162.1875 -13532483
343.75 253.5625 -2286473
348.53125 224.75 -13532483
313.84375 252.59375 -13524140
316.71875 209.78125 -79826
115.3125 171.65625 -2286473
370.25 213.375 -13532483
436.0 216.1875 -4226771
315.53125 259.15625 -4226771
250.15625 405.15625 -13532483
327.15625 232.59375 -13532483
295.28125 257.90625 -79826
326.375 233.78125 -13532483
336.5 265.59375 -13532483
319.96875 223.0 -13524140
399.375 254.5 -79826
106.5625 303.0625 -79826
313.78125 252.53125 -13524140
328.28125 249.9375 -13524140
339.1875 234.78125 -79826
350.28125 144.34375 -79826
323.6875 252.09375 -13524140
322.78125 258.5625 -13532483
350.21875 157.9375 -13532483
323.125 231.25 -13524140
339.84375 229.34375 -13524140
317.40625 257.90625 -13524140
322.78125 258.5625 -2286473
354.8125 214.28125 -13532483
354.59375 213.125 -2286473
318.875 233.4375 -13524140
401.0625 256.34375 -79826
396.8125 257.53125 -79826
344.90625 253.34375 -13532483
399.25 255.78125 -79826
354.8125 214.28125 -13532483
107.4375 303.0 -79826
308.5 267.1875 -13524140
318.59375 267.0625 -13524140
106.5625 303.0 -79826
354.8125 214.28125 -13532483
312.75 260.6875 -79826
312.96875 260.78125 -79826
332.71875 173.5625 -13524140
311.4375 252.1875 -4226771
344.09375 220.875 -13532483
106.40625 303.0 -79826
405.78125 241.9375 -13524140
390.9375 93.96875 -13524140
323.46875 243.75 -2286473
384.46875 269.15625 -13532483
390.125 251.0 -4226771
107.9375 302.03125 -13532483
106.5625 303.15625 -79826
376.375 249.40625 -79826
401.1875 256.5625 -79826
328.1875 231.3125 -13532483
314.34375 257.9375 -13532483
354.8125 214.28125 -2286473
283.625 235.375 -79826
283.71875 235.375 -79826
106.75 302.4375 -79826
314.21875 252.15625 -13524140
315.8125 231.59375 -13532483
105.90625 312.875 -79826
108.0 302.03125 -79826
314.5 260.0625 -4226771
297.15625 304.1875 -13532483
106.28125 302.1875 -79826
321.59375 232.375 -13524140
106.40625 302.03125 -79826
346.5 346.40625 -2286473
322.6875 231.40625 -13524140
273.1875 232.8125 -13524140
306.34375 285.125 -13524140
226.03125 368.34375 -13524140
269.09375 223.46875 -79826
341.09375 201.40625 -13524140
306.0 151.28125 -13524140
338.25 231.125 -13532483
318.125 231.84375 -13532483
354.8125 214.28125 -13532483
315.1875 231.59375 -13532483
320.5625 256.03125 -2286473
329.25 242.46875 -79826
328.1875 246.0625 -13524140
347.78125 220.4375 -13524140
326.375 234.84375 -13532483
335.65625 213.9375 -13524140
339.1875 234.6875 -13524140
374.53125 240.75 -13532483
382.65625 252.1875 -79826
322.21875 326.0625 -13524140
382.9375 242.0 -79826
330.78125 199.28125 -79826
293.25 248.59375 -13524140
291.15625 322.78125 -13532483
346.3125 233.84375 -2286473
317.0 239.9375 -13524140
256.46875 235.03125 -4226771
333.78125 237.3125 -13532483
106.75 302.8125 -79826
79.46875 314.84375 -2286473
250.4375 379.6875 -13524140
329.40625 213.84375 -79826
323.0625 230.65625 -13524140
315.59375 230.65625 -13532483
105.84375 303.4375 -4226771
338.03125 222.375 -79826
259.46875 279.875 -13524140
338.5625 222.78125 -79826
315.25 231.96875 -13532483
314.75 240.1875 -13532483
332.46875 190.625 -79826
332.46875 190.625 -79826
351.3125 160.6875 -2286473
179.40625 202.3125 -13524140
311.21875 252.1875 -13532483
325.6875 225.15625 -2286473
322.78125 231.59375 -13524140
352.03125 258.71875 -79826
351.9375 258.78125 -79826
106.53125 303.96875 -79826
106.75 302.8125 -79826
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