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Wordcloud of Movie Plot Keywords
Raw
.block
license: mit
Raw
README.md
Raw
cloud.js
// Word cloud layout by Jason Davies, http://www.jasondavies.com/word-cloud/
// Algorithm due to Jonathan Feinberg, http://static.mrfeinberg.com/bv_ch03.pdf
(function() {
function cloud() {
var size = [256, 256],
text = cloudText,
font = cloudFont,
fontSize = cloudFontSize,
fontStyle = cloudFontNormal,
fontWeight = cloudFontNormal,
rotate = cloudRotate,
padding = cloudPadding,
spiral = archimedeanSpiral,
words = [],
timeInterval = Infinity,
event = d3.dispatch("word", "end"),
timer = null,
cloud = {};
cloud.start = function() {
var board = zeroArray((size[0] >> 5) * size[1]),
bounds = null,
n = words.length,
i = -1,
tags = [],
data = words.map(function(d, i) {
d.text = text.call(this, d, i);
d.font = font.call(this, d, i);
d.style = fontStyle.call(this, d, i);
d.weight = fontWeight.call(this, d, i);
d.rotate = rotate.call(this, d, i);
d.size = ~~fontSize.call(this, d, i);
d.padding = padding.call(this, d, i);
return d;
}).sort(function(a, b) { return b.size - a.size; });
if (timer) clearInterval(timer);
timer = setInterval(step, 0);
step();
return cloud;
function step() {
var start = +new Date,
d;
while (+new Date - start < timeInterval && ++i < n && timer) {
d = data[i];
d.x = (size[0] * (Math.random() + .5)) >> 1;
d.y = (size[1] * (Math.random() + .5)) >> 1;
cloudSprite(d, data, i);
if (d.hasText && place(board, d, bounds)) {
tags.push(d);
event.word(d);
if (bounds) cloudBounds(bounds, d);
else bounds = [{x: d.x + d.x0, y: d.y + d.y0}, {x: d.x + d.x1, y: d.y + d.y1}];
// Temporary hack
d.x -= size[0] >> 1;
d.y -= size[1] >> 1;
}
}
if (i >= n) {
cloud.stop();
event.end(tags, bounds);
}
}
}
cloud.stop = function() {
if (timer) {
clearInterval(timer);
timer = null;
}
return cloud;
};
cloud.timeInterval = function(x) {
if (!arguments.length) return timeInterval;
timeInterval = x == null ? Infinity : x;
return cloud;
};
function place(board, tag, bounds) {
var perimeter = [{x: 0, y: 0}, {x: size[0], y: size[1]}],
startX = tag.x,
startY = tag.y,
maxDelta = Math.sqrt(size[0] * size[0] + size[1] * size[1]),
s = spiral(size),
dt = Math.random() < .5 ? 1 : -1,
t = -dt,
dxdy,
dx,
dy;
while (dxdy = s(t += dt)) {
dx = ~~dxdy[0];
dy = ~~dxdy[1];
if (Math.min(dx, dy) > maxDelta) break;
tag.x = startX + dx;
tag.y = startY + dy;
if (tag.x + tag.x0 < 0 || tag.y + tag.y0 < 0 ||
tag.x + tag.x1 > size[0] || tag.y + tag.y1 > size[1]) continue;
// TODO only check for collisions within current bounds.
if (!bounds || !cloudCollide(tag, board, size[0])) {
if (!bounds || collideRects(tag, bounds)) {
var sprite = tag.sprite,
w = tag.width >> 5,
sw = size[0] >> 5,
lx = tag.x - (w << 4),
sx = lx & 0x7f,
msx = 32 - sx,
h = tag.y1 - tag.y0,
x = (tag.y + tag.y0) * sw + (lx >> 5),
last;
for (var j = 0; j < h; j++) {
last = 0;
for (var i = 0; i <= w; i++) {
board[x + i] |= (last << msx) | (i < w ? (last = sprite[j * w + i]) >>> sx : 0);
}
x += sw;
}
delete tag.sprite;
return true;
}
}
}
return false;
}
cloud.words = function(x) {
if (!arguments.length) return words;
words = x;
return cloud;
};
cloud.size = function(x) {
if (!arguments.length) return size;
size = [+x[0], +x[1]];
return cloud;
};
cloud.font = function(x) {
if (!arguments.length) return font;
font = d3.functor(x);
return cloud;
};
cloud.fontStyle = function(x) {
if (!arguments.length) return fontStyle;
fontStyle = d3.functor(x);
return cloud;
};
cloud.fontWeight = function(x) {
if (!arguments.length) return fontWeight;
fontWeight = d3.functor(x);
return cloud;
};
cloud.rotate = function(x) {
if (!arguments.length) return rotate;
rotate = d3.functor(x);
return cloud;
};
cloud.text = function(x) {
if (!arguments.length) return text;
text = d3.functor(x);
return cloud;
};
cloud.spiral = function(x) {
if (!arguments.length) return spiral;
spiral = spirals[x + ""] || x;
return cloud;
};
cloud.fontSize = function(x) {
if (!arguments.length) return fontSize;
fontSize = d3.functor(x);
return cloud;
};
cloud.padding = function(x) {
if (!arguments.length) return padding;
padding = d3.functor(x);
return cloud;
};
return d3.rebind(cloud, event, "on");
}
function cloudText(d) {
return d.text;
}
function cloudFont() {
return "serif";
}
function cloudFontNormal() {
return "normal";
}
function cloudFontSize(d) {
return Math.sqrt(d.value);
}
function cloudRotate() {
return (~~(Math.random() * 6) - 3) * 30;
}
function cloudPadding() {
return 1;
}
// Fetches a monochrome sprite bitmap for the specified text.
// Load in batches for speed.
function cloudSprite(d, data, di) {
if (d.sprite) return;
c.clearRect(0, 0, (cw << 5) / ratio, ch / ratio);
var x = 0,
y = 0,
maxh = 0,
n = data.length;
--di;
while (++di < n) {
d = data[di];
c.save();
c.font = d.style + " " + d.weight + " " + ~~((d.size + 1) / ratio) + "px " + d.font;
var w = c.measureText(d.text + "m").width * ratio,
h = d.size << 1;
if (d.rotate) {
var sr = Math.sin(d.rotate * cloudRadians),
cr = Math.cos(d.rotate * cloudRadians),
wcr = w * cr,
wsr = w * sr,
hcr = h * cr,
hsr = h * sr;
w = (Math.max(Math.abs(wcr + hsr), Math.abs(wcr - hsr)) + 0x1f) >> 5 << 5;
h = ~~Math.max(Math.abs(wsr + hcr), Math.abs(wsr - hcr));
} else {
w = (w + 0x1f) >> 5 << 5;
}
if (h > maxh) maxh = h;
if (x + w >= (cw << 5)) {
x = 0;
y += maxh;
maxh = 0;
}
if (y + h >= ch) break;
c.translate((x + (w >> 1)) / ratio, (y + (h >> 1)) / ratio);
if (d.rotate) c.rotate(d.rotate * cloudRadians);
c.fillText(d.text, 0, 0);
if (d.padding) c.lineWidth = 2 * d.padding, c.strokeText(d.text, 0, 0);
c.restore();
d.width = w;
d.height = h;
d.xoff = x;
d.yoff = y;
d.x1 = w >> 1;
d.y1 = h >> 1;
d.x0 = -d.x1;
d.y0 = -d.y1;
d.hasText = true;
x += w;
}
var pixels = c.getImageData(0, 0, (cw << 5) / ratio, ch / ratio).data,
sprite = [];
while (--di >= 0) {
d = data[di];
if (!d.hasText) continue;
var w = d.width,
w32 = w >> 5,
h = d.y1 - d.y0;
// Zero the buffer
for (var i = 0; i < h * w32; i++) sprite[i] = 0;
x = d.xoff;
if (x == null) return;
y = d.yoff;
var seen = 0,
seenRow = -1;
for (var j = 0; j < h; j++) {
for (var i = 0; i < w; i++) {
var k = w32 * j + (i >> 5),
m = pixels[((y + j) * (cw << 5) + (x + i)) << 2] ? 1 << (31 - (i % 32)) : 0;
sprite[k] |= m;
seen |= m;
}
if (seen) seenRow = j;
else {
d.y0++;
h--;
j--;
y++;
}
}
d.y1 = d.y0 + seenRow;
d.sprite = sprite.slice(0, (d.y1 - d.y0) * w32);
}
}
// Use mask-based collision detection.
function cloudCollide(tag, board, sw) {
sw >>= 5;
var sprite = tag.sprite,
w = tag.width >> 5,
lx = tag.x - (w << 4),
sx = lx & 0x7f,
msx = 32 - sx,
h = tag.y1 - tag.y0,
x = (tag.y + tag.y0) * sw + (lx >> 5),
last;
for (var j = 0; j < h; j++) {
last = 0;
for (var i = 0; i <= w; i++) {
if (((last << msx) | (i < w ? (last = sprite[j * w + i]) >>> sx : 0))
& board[x + i]) return true;
}
x += sw;
}
return false;
}
function cloudBounds(bounds, d) {
var b0 = bounds[0],
b1 = bounds[1];
if (d.x + d.x0 < b0.x) b0.x = d.x + d.x0;
if (d.y + d.y0 < b0.y) b0.y = d.y + d.y0;
if (d.x + d.x1 > b1.x) b1.x = d.x + d.x1;
if (d.y + d.y1 > b1.y) b1.y = d.y + d.y1;
}
function collideRects(a, b) {
return a.x + a.x1 > b[0].x && a.x + a.x0 < b[1].x && a.y + a.y1 > b[0].y && a.y + a.y0 < b[1].y;
}
function archimedeanSpiral(size) {
var e = size[0] / size[1];
return function(t) {
return [e * (t *= .1) * Math.cos(t), t * Math.sin(t)];
};
}
function rectangularSpiral(size) {
var dy = 4,
dx = dy * size[0] / size[1],
x = 0,
y = 0;
return function(t) {
var sign = t < 0 ? -1 : 1;
// See triangular numbers: T_n = n * (n + 1) / 2.
switch ((Math.sqrt(1 + 4 * sign * t) - sign) & 3) {
case 0: x += dx; break;
case 1: y += dy; break;
case 2: x -= dx; break;
default: y -= dy; break;
}
return [x, y];
};
}
// TODO reuse arrays?
function zeroArray(n) {
var a = [],
i = -1;
while (++i < n) a[i] = 0;
return a;
}
var cloudRadians = Math.PI / 180,
cw = 1 << 11 >> 5,
ch = 1 << 11,
canvas,
ratio = 1;
if (typeof document !== "undefined") {
canvas = document.createElement("canvas");
canvas.width = 1;
canvas.height = 1;
ratio = Math.sqrt(canvas.getContext("2d").getImageData(0, 0, 1, 1).data.length >> 2);
canvas.width = (cw << 5) / ratio;
canvas.height = ch / ratio;
} else {
// Attempt to use node-canvas.
canvas = new Canvas(cw << 5, ch);
}
var c = canvas.getContext("2d"),
spirals = {
archimedean: archimedeanSpiral,
rectangular: rectangularSpiral
};
c.fillStyle = c.strokeStyle = "red";
c.textAlign = "center";
if (typeof module === "object" && module.exports) module.exports = cloud;
else (d3.layout || (d3.layout = {})).cloud = cloud;
})();
Raw
index.html
<html>
<head>
<script src="//ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.min.js"></script>
<script src="//cdnjs.cloudflare.com/ajax/libs/d3/3.4.11/d3.min.js"></script>
<script src="cloud.js"></script>
</head>
<body>
<div id="chart"></div>
<script>
d3.json('keywords.json', function(data){
var word_count = {};
for (var word in data) {
word_count[word] = data[word]['total_count'];
}
drawWordCloud(word_count);
});
function drawWordCloud(word_count){
var svg_location = "#chart";
var width = $(document).width();
var height = $(document).height();
var fill = d3.scale.category20();
var word_entries = d3.entries(word_count);
var xScale = d3.scale.linear()
.domain([0, d3.max(word_entries, function(d) {
return d.value;
})
])
.range([10,100]);
d3.layout.cloud().size([width, height])
.timeInterval(20)
.words(word_entries)
.rotate(0)
.fontSize(function(d) { return xScale(+d.value); })
.text(function(d) { return d.key; })
// .rotate(function() { return ~~(Math.random() * 2) * 90; })
.font("Impact")
.on("end", draw)
.start();
function draw(words) {
d3.select(svg_location).append("svg")
.attr("width", width)
.attr("height", height)
.append("g")
.attr("transform", "translate(" + [width >> 1, height >> 1] + ")")
.selectAll("text")
.data(words)
.enter().append("text")
.style("font-size", function(d) { return xScale(d.value) + "px"; })
.style("font-family", "Impact")
.style("fill", function(d, i) { return fill(i); })
.attr("text-anchor", "middle")
.attr("transform", function(d) {
return "translate(" + [d.x, d.y] + ")rotate(" + d.rotate + ")";
})
.text(function(d) { return d.key; });
}
d3.layout.cloud().stop();
}
</script>
</body>
</html>
Raw
keywords.json
{
"detective": {
"total_count": 51,
"genres": {
"Mystery": 22,
"Romance": 6,
"Sci-Fi": 1,
"Family": 1,
"Horror": 4,
"Crime": 35,
"Drama": 23,
"Fantasy": 3,
"Animation": 1,
"Music": 3,
"Adventure": 4,
"Action": 27,
"Comedy": 15,
"Musical": 1,
"Thriller": 33,
"History": 1
},
"years": {
"1948": 0,
"1949": 0,
"1942": 0,
"1943": 0,
"1940": 0,
"1941": 0,
"1946": 0,
"1947": 0,
"1944": 0,
"1945": 0,
"2015": 1,
"2014": 1,
"2016": 1,
"2011": 0,
"2010": 3,
"2013": 1,
"2012": 5,
"1955": 0,
"1954": 0,
"1957": 0,
"1956": 0,
"1951": 0,
"1950": 0,
"1953": 0,
"1952": 0,
"1959": 0,
"1958": 0,
"1920": 0,
"1921": 0,
"1922": 0,
"1923": 0,
"1924": 0,
"1925": 0,
"1926": 0,
"1927": 0,
"1928": 0,
"1929": 0,
"1933": 0,
"1932": 0,
"1931": 0,
"1930": 0,
"1937": 0,
"1936": 0,
"1935": 0,
"1934": 1,
"1939": 0,
"1938": 0,
"1986": 1,
"1987": 1,
"1984": 0,
"1985": 0,
"1982": 0,
"1983": 0,
"1980": 0,
"1981": 0,
"1988": 0,
"1989": 2,
"1919": 0,
"1918": 0,
"1917": 0,
"1916": 0,
"1991": 1,
"1990": 2,
"1993": 2,
"1992": 0,
"1995": 3,
"1994": 1,
"1997": 1,
"1996": 1,
"1999": 1,
"1998": 0,
"1968": 0,
"1969": 0,
"1964": 0,
"1965": 0,
"1966": 0,
"1967": 0,
"1960": 0,
"1961": 0,
"1962": 0,
"1963": 0,
"1979": 0,
"1978": 0,
"1977": 0,
"1976": 0,
"1975": 0,
"1974": 0,
"1973": 0,
"1972": 0,
"1971": 0,
"1970": 1,
"2002": 2,
"2003": 2,
"2000": 2,
"2001": 1,
"2006": 3,
"2007": 4,
"2004": 1,
"2005": 1,
"2008": 0,
"2009": 3
}
},
"love": {
"total_count": 197,
"genres": {
"Mystery": 11,
"Drama": 142,
"Sport": 1,
"Sci-Fi": 8,
"Family": 16,
"Horror": 6,
"Thriller": 24,
"Film-Noir": 1,
"War": 5,
"Romance": 147,
"Fantasy": 26,
"Western": 1,
"Animation": 4,
"Music": 13,
"Adventure": 12,
"Action": 7,
"Crime": 11,
"Comedy": 89,
"Musical": 19,
"Biography": 17,
"History": 4
},
"years": {
"1948": 1,
"1949": 0,
"1942": 0,
"1943": 0,
"1940": 1,
"1941": 0,
"1946": 1,
"1947": 0,
"1944": 0,
"1945": 0,
"2015": 1,
"2014": 6,
"2016": 0,
"2011": 5,
"2010": 10,
"2013": 3,
"2012": 4,
"1955": 0,
"1954": 0,
"1957": 0,
"1956": 0,
"1951": 1,
"1950": 1,
"1953": 1,
"1952": 1,
"1959": 0,
"1958": 0,
"1920": 0,
"1921": 0,
"1922": 0,
"1923": 0,
"1924": 0,
"1925": 0,
"1926": 0,
"1927": 0,
"1928": 0,
"1929": 0,
"1933": 0,
"1932": 0,
"1931": 0,
"1930": 0,
"1937": 1,
"1936": 0,
"1935": 0,
"1934": 1,
"1939": 0,
"1938": 0,
"1986": 0,
"1987": 1,
"1984": 0,
"1985": 2,
"1982": 3,
"1983": 1,
"1980": 1,
"1981": 1,
"1988": 0,
"1989": 2,
"1919": 0,
"1918": 0,
"1917": 0,
"1916": 0,
"1991": 0,
"1990": 1,
"1993": 2,
"1992": 0,
"1995": 7,
"1994": 3,
"1997": 5,
"1996": 4,
"1999": 7,
"1998": 8,
"1968": 0,
"1969": 0,
"1964": 0,
"1965": 1,
"1966": 0,
"1967": 0,
"1960": 1,
"1961": 0,
"1962": 0,
"1963": 0,
"1979": 0,
"1978": 0,
"1977": 0,
"1976": 0,
"1975": 0,
"1974": 0,
"1973": 0,
"1972": 1,
"1971": 0,
"1970": 0,
"2002": 13,
"2003": 7,
"2000": 8,
"2001": 13,
"2006": 8,
"2007": 10,
"2004": 11,
"2005": 12,
"2008": 11,
"2009": 13
}
},
"money": {
"total_count": 59,
"genres": {
"Mystery": 6,
"Romance": 15,
"Sport": 1,
"Sci-Fi": 1,
"Family": 1,
"Biography": 1,
"Crime": 35,
"Drama": 35,
"Fantasy": 1,
"Music": 4,
"Adventure": 6,
"Horror": 1,
"Action": 15,
"Comedy": 23,
"Musical": 1,
"Thriller": 32
},
"years": {
"1948": 0,
"1949": 0,
"1942": 0,
"1943": 0,
"1940": 0,
"1941": 0,
"1946": 0,
"1947": 0,
"1944": 0,
"1945": 0,
"2015": 0,
"2014": 0,
"2016": 1,
"2011": 1,
"2010": 0,
"2013": 5,
"2012": 2,
"1955": 0,
"1954": 0,
"1957": 0,
"1956": 0,
"1951": 0,
"1950": 0,
"1953": 0,
"1952": 0,
"1959": 0,
"1958": 0,
"1920": 0,
"1921": 0,
"1922": 0,
"1923": 0,
"1924": 0,
"1925": 0,
"1926": 0,
"1927": 0,
"1928": 0,
"1929": 0,
"1933": 0,
"1932": 0,
"1931": 0,
"1930": 0,
"1937": 0,
"1936": 0,
"1935": 0,
"1934": 1,
"1939": 0,
"1938": 0,
"1986": 0,
"1987": 0,
"1984": 0,
"1985": 0,
"1982": 0,
"1983": 0,
"1980": 1,
"1981": 1,
"1988": 0,
"1989": 0,
"1919": 0,
"1918": 0,
"1917": 0,
"1916": 0,
"1991": 1,
"1990": 0,
"1993": 1,
"1992": 0,
"1995": 0,
"1994": 1,
"1997": 6,
"1996": 3,
"1999": 0,
"1998": 2,
"1968": 0,
"1969": 0,
"1964": 0,
"1965": 1,
"1966": 0,
"1967": 1,
"1960": 1,
"1961": 1,
"1962": 0,
"1963": 0,
"1979": 0,
"1978": 0,
"1977": 1,
"1976": 0,
"1975": 0,
"1974": 0,
"1973": 1,
"1972": 0,
"1971": 0,
"1970": 0,
"2002": 6,
"2003": 5,
"2000": 2,
"2001": 5,
"2006": 0,
"2007": 1,
"2004": 3,
"2005": 1,
"2008": 2,
"2009": 1
}
},
"alien": {
"total_count": 82,
"genres": {
"Mystery": 9,
"Romance": 4,
"Sport": 1,
"Sci-Fi": 81,
"Family": 18,
"Short": 1,
"Horror": 19,
"Drama": 15,
"Fantasy": 9,
"Animation": 9,
"Music": 1,
"Adventure": 37,
"Action": 38,
"Comedy": 29,
"War": 1,
"Thriller": 29
},
"years": {
"1948": 0,
"1949": 0,
"1942": 0,
"1943": 0,
"1940": 0,
"1941": 0,
"1946": 0,
"1947": 0,
"1944": 0,
"1945": 0,
"2015": 2,
"2014": 2,
"2016": 3,
"2011": 4,
"2010": 2,
"2013": 5,
"2012": 5,
"1955": 0,
"1954": 0,
"1957": 0,
"1956": 0,
"1951": 0,
"1950": 0,
"1953": 0,
"1952": 0,
"1959": 0,
"1958": 0,
"1920": 0,
"1921": 0,
"1922": 0,
"1923": 0,
"1924": 0,
"1925": 0,
"1926": 0,
"1927": 0,
"1928": 0,
"1929": 0,
"1933": 0,
"1932": 0,
"1931": 0,
"1930": 0,
"1937": 0,
"1936": 0,
"1935": 0,
"1934": 0,
"1939": 0,
"1938": 0,
"1986": 3,
"1987": 0,
"1984": 0,
"1985": 1,
"1982": 0,
"1983": 0,
"1980": 1,
"1981": 0,
"1988": 2,
"1989": 1,
"1919": 0,
"1918": 0,
"1917": 0,
"1916": 0,
"1991": 0,
"1990": 2,
"1993": 0,
"1992": 1,
"1995": 1,
"1994": 0,
"1997": 4,
"1996": 3,
"1999": 4,
"1998": 3,
"1968": 0,
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