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Created August 7, 2012 22:52
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Fisheye Parallel Coordinates
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README.md
Raw
fisheye.js
(function() {
d3.fisheye = {
scale: function(scaleType) {
return d3_fisheye_scale(scaleType(), 3, 0);
},
circular: function() {
var radius = 200,
distortion = 2,
k0,
k1,
focus = [0, 0];
function fisheye(d) {
var dx = d.x - focus[0],
dy = d.y - focus[1],
dd = Math.sqrt(dx * dx + dy * dy);
if (!dd || dd >= radius) return {x: d.x, y: d.y, z: 1};
var k = k0 * (1 - Math.exp(-dd * k1)) / dd * .75 + .25;
return {x: focus[0] + dx * k, y: focus[1] + dy * k, z: Math.min(k, 10)};
}
function rescale() {
k0 = Math.exp(distortion);
k0 = k0 / (k0 - 1) * radius;
k1 = distortion / radius;
return fisheye;
}
fisheye.radius = function(_) {
if (!arguments.length) return radius;
radius = +_;
return rescale();
};
fisheye.distortion = function(_) {
if (!arguments.length) return distortion;
distortion = +_;
return rescale();
};
fisheye.focus = function(_) {
if (!arguments.length) return focus;
focus = _;
return fisheye;
};
return rescale();
}
};
function d3_fisheye_scale(scale, d, a) {
function fisheye(_) {
var x = scale(_),
left = x < a,
v,
range = d3.extent(scale.range()),
min = range[0],
max = range[1],
m = left ? a - min : max - a;
if (m == 0) m = max - min;
return (left ? -1 : 1) * m * (d + 1) / (d + (m / Math.abs(x - a))) + a;
}
fisheye.distortion = function(_) {
if (!arguments.length) return d;
d = +_;
return fisheye;
};
fisheye.focus = function(_) {
if (!arguments.length) return a;
a = +_;
return fisheye;
};
fisheye.copy = function() {
return d3_fisheye_scale(scale.copy(), d, a);
};
fisheye.nice = scale.nice;
fisheye.ticks = scale.ticks;
fisheye.tickFormat = scale.tickFormat;
return d3.rebind(fisheye, scale, "domain", "range");
}
})();
Raw
index.html
<!DOCTYPE html>
<html>
<head>
<meta http-equiv="Content-Type" content="text/html;charset=utf-8"/>
<title>Parallel Coordinates</title>
<style type="text/css">
svg {
font: 10px sans-serif;
}
.background path {
fill: none;
stroke: #ccc;
stroke-opacity: .4;
shape-rendering: crispEdges;
}
.foreground path {
fill: none;
stroke: steelblue;
stroke-opacity: .7;
}
.brush .extent {
fill-opacity: .3;
stroke: #fff;
shape-rendering: crispEdges;
}
.axis line, .axis path {
fill: none;
stroke: #000;
shape-rendering: crispEdges;
}
.axis text {
text-shadow: 0 1px 0 #fff;
}
</style>
</head>
<body>
<script type="text/javascript" src="http://mbostock.github.com/d3/d3.v2.js"></script>
<script type="text/javascript" src="fisheye.js"></script>
<script type="text/javascript">
var m = [30, 10, 10, 10],
w = 960 - m[1] - m[3],
h = 500 - m[0] - m[2];
var x = d3.scale.ordinal().rangePoints([0, w], 1),
y = {};
var line = d3.svg.line(),
axis = d3.svg.axis().orient("left"),
fisheye = d3.fisheye.scale(d3.scale.identity).domain([0,w]).focus(w/2).distortion(3),
background,
foreground;
var svg = d3.select("body").append("svg:svg")
.attr("width", w + m[1] + m[3])
.attr("height", h + m[0] + m[2])
.append("svg:g")
.attr("transform", "translate(" + m[3] + "," + m[0] + ")");
d3.csv("nutrients.csv", function(cars) {
// Extract the list of dimensions and create a scale for each.
x.domain(dimensions = d3.keys(cars[0]).filter(function(d) {
return d != "name" && d != "group" && (y[d] = d3.scale.linear()
.domain(d3.extent(cars, function(p) { return +p[d]; }))
.range([h, 0]));
}));
// Add grey background lines for context.
background = svg.append("svg:g")
.attr("class", "background")
.selectAll("path")
.data(cars)
.enter().append("svg:path")
.attr("d", path);
// Add blue foreground lines for focus.
foreground = svg.append("svg:g")
.attr("class", "foreground")
.selectAll("path")
.data(cars)
.enter().append("svg:path")
.attr("d", path);
// Add a group element for each dimension.
var g = svg.selectAll(".dimension")
.data(dimensions)
.enter().append("svg:g")
.attr("class", "dimension")
.attr("transform", function(d) { return "translate(" + fisheye(x(d)) + ")"; });
// Add an axis and title.
g.append("svg:g")
.attr("class", "axis")
.each(function(d) { d3.select(this).call(axis.scale(y[d])); })
.append("svg:text")
.attr("text-anchor", "middle")
.attr("y", -9)
.text(String);
// Add and store a brush for each axis.
g.append("svg:g")
.attr("class", "brush")
.each(function(d) { d3.select(this).call(y[d].brush = d3.svg.brush().y(y[d]).on("brush", brush)); })
.selectAll("rect")
.attr("x", -8)
.attr("width", 16);
// Update fisheye effect with mouse move.
svg.on("mousemove", function() {
fisheye.focus(d3.mouse(this)[0]);
foreground.attr("d", path);
background.attr("d", path);
g.attr("transform", function(d) { return "translate(" + fisheye(x(d)) + ")"; });
});
});
// Returns the path for a given data point.
function path(d) {
return line(dimensions.map(function(p) { return [fisheye(x(p)), y[p](d[p])]; }));
}
// Handles a brush event, toggling the display of foreground lines.
function brush() {
var actives = dimensions.filter(function(p) { return !y[p].brush.empty(); }),
extents = actives.map(function(p) { return y[p].brush.extent(); });
foreground.style("display", function(d) {
return actives.every(function(p, i) {
return extents[i][0] <= d[p] && d[p] <= extents[i][1];
}) ? null : "none";
});
}
</script>
</body>
</html>
Raw
nutrients.csv
name group protein (g) calcium (g) sodium (g) fiber (g) vitaminc (g) potassium (g) carbohydrate (g) sugars (g) fat (g) water (g) calories saturated (g) monounsat (g) polyunsat (g) id
Beverage, instant breakfast powder, chocolate, not reconstituted Dairy and Egg Products 19.9 0.285 0.385 0.4 0.07690000000000001 0.947 66.2 65.8 1.4 7.4 357 0.56 0.314 0.278 27481
Beverage, instant breakfast powder, chocolate, sugar-free, not reconstituted Dairy and Egg Products 35.8 0.5 0.717 2 0.138 1.705 41 39 5.1 7.4 358 2.162 1.189 1.027 27482
Beverage, milkshake mix, dry, not chocolate Dairy and Egg Products 23.5 0.88 0.78 1.6 0.0012 2.2 52.9 51.3 2.6 12.8 329 2.059 0.332 0.06 27483
Butter oil, anhydrous Dairy and Egg Products 0.28 0.004 0.002 0 0.005 99.48 0.24 876 61.924 28.732 3.694 27484
Butter, salted Dairy and Egg Products 0.85 0.024 0.714 0 0.024 0.06 0.06 81.11 15.87 717 51.368 21.021 3.043 27485
Butter, whipped, with salt Dairy and Egg Products 0.85 0.024 0.827 0 0.026 0.06 0.06 81.11 15.87 717 50.489 23.426 3.012 27486
Butter, without salt Dairy and Egg Products 0.85 0.024 0.011 0 0.024 0.06 0.06 81.11 17.94 717 51.368 21.021 3.043 27487
Cheese fondue Dairy and Egg Products 14.23 0.476 0.132 0 0.105 3.77 13.47 61.61 229 8.721 3.563 0.484 27488
Cheese food, cold pack, american Dairy and Egg Products 19.66 0.497 0.966 0 0.363 8.32 24.46 43.12 331 15.355 7.165 0.719 27489
Cheese food, imitation Dairy and Egg Products 22.4 0.552 1.239 0 0.336 8.8 8.21 1.3 63.8 137 0.81 0.38 0.048 27490
Cheese food, pasteurized process, american, with di sodium phosphate Dairy and Egg Products 19.61 0.574 1.596 0 0.279 7.29 7.43 24.6 43.15 328 15.443 7.206 0.723 27491
Cheese food, pasteurized process, american, without di sodium phosphate Dairy and Egg Products 18.4 0.57 1.265 0 0.291 7.83 7.43 25.18 43.21 330 14.895 7.214 1.108 27492
Cheese food, pasteurized process, swiss Dairy and Egg Products 21.92 0.723 1.552 0 0.284 4.5 24.14 43.67 323 15.487 6.801 0.6 27493
Cheese product, pasteurized process, american, reduced fat, fortified with vitamin D Dairy and Egg Products 17.6 0.529 1.587 0 0.33 10.6 8.02 14.1 51.8 240 8.85 4.13 0.41 27494
Cheese product, pasteurized process, cheddar or american, reduced fat Dairy and Egg Products 17.6 0.529 1.587 0 0.33 10.6 8.02 14.1 51.8 240 8.85 4.13 0.41 27495
Cheese sauce, prepared from recipe Dairy and Egg Products 10.33 0.311 0.493 0.1 0.0006 0.142 5.48 0.19 14.92 66.86 197 8.034 4.735 1.397 27496
Cheese spread, cream cheese base Dairy and Egg Products 7.1 0.071 0.673 0 0.112 3.5 3.5 28.6 58.5 295 18.02 8.071 1.033 27497
Cheese spread, pasteurized process, american, with di sodium phosphate Dairy and Egg Products 16.41 0.562 1.625 0 0.242 8.73 21.23 47.65 290 13.327 6.219 0.624 27498
Cheese spread, pasteurized process, american, without di sodium phosphate Dairy and Egg Products 16.41 0.562 1.345 0 0.242 8.73 7.32 21.23 47.65 290 13.327 6.219 0.624 27499
Cheese substitute, mozzarella Dairy and Egg Products 11.47 0.61 0.685 0.0001 0.455 23.67 23.67 12.22 47.36 248 3.711 6.243 1.738 27500
Cheese, Mexican, blend, reduced fat Dairy and Egg Products 24.69 1.146 0.776 0 0.093 3.41 0.56 19.4 48.2 282 11.58 5.02 0.75 27501
Cheese, american cheddar, imitation Dairy and Egg Products 16.7 0.562 1.345 0 0.242 11.6 7.74 14 53.1 239 8.79 4.102 0.409 27502
Cheese, blue Dairy and Egg Products 21.4 0.528 1.395 0 0.256 2.34 0.5 28.74 42.41 353 18.669 7.778 0.8 27503
Cheese, brick Dairy and Egg Products 23.24 0.674 0.56 0 0.136 2.79 0.51 29.68 41.11 371 18.764 8.598 0.784 27504
Cheese, brie Dairy and Egg Products 20.75 0.184 0.629 0 0.152 0.45 0.45 27.68 48.42 334 17.41 8.013 0.826 27505
Cheese, camembert Dairy and Egg Products 19.8 0.388 0.842 0 0.187 0.46 0.46 24.26 51.8 300 15.259 7.023 0.724 27506
Cheese, caraway Dairy and Egg Products 25.18 0.673 0.69 0 0.093 3.06 29.2 39.28 376 18.584 8.275 0.83 27507
Cheese, cheddar Dairy and Egg Products 24.9 0.721 0.621 0 0.098 1.28 0.52 33.14 36.75 403 21.092 9.391 0.942 27508
Cheese, cheshire Dairy and Egg Products 23.37 0.643 0.7 0 0.095 4.78 30.6 37.65 387 19.475 8.671 0.87 27509
Cheese, colby Dairy and Egg Products 23.76 0.685 0.604 0 0.127 2.57 0.52 32.11 38.2 394 20.218 9.28 0.953 27510
Cheese, cottage, creamed, large or small curd Dairy and Egg Products 11.12 0.083 0.364 0 0.104 3.38 2.67 4.3 79.79 98 1.718 0.778 0.123 27511
Cheese, cottage, creamed, with fruit Dairy and Egg Products 10.69 0.053 0.344 0.2 0.0014 0.09 4.61 2.38 3.85 79.64 97 2.311 1.036 0.124 27512
Cheese, cottage, lowfat, 1% milkfat Dairy and Egg Products 12.39 0.061 0.406 0 0.086 2.72 2.72 1.02 82.48 72 0.645 0.291 0.031 27513
Cheese, cottage, lowfat, 1% milkfat, lactose reduced Dairy and Egg Products 12.4 0.053 0.22 0.6 0 0.086 3.2 2.6 1 82.5 74 0.64 0.29 0.03 27514
Cheese, cottage, lowfat, 1% milkfat, no sodium added Dairy and Egg Products 12.4 0.061 0.013 0 0.086 2.7 2.7 1 83.5 72 0.632 0.284 0.031 27515
Cheese, cottage, lowfat, 1% milkfat, with vegetables Dairy and Egg Products 10.9 0.056 0.403 0.004 0.086 3 3 1 83.5 67 0.619 0.282 0.039 27516
Cheese, cottage, lowfat, 2% milkfat Dairy and Egg Products 11.83 0.091 0.33 0 0.084 3.66 3.67 2.45 80.69 86 0.979 0.443 0.07 27517
Cheese, cottage, nonfat, uncreamed, dry, large or small curd Dairy and Egg Products 10.34 0.086 0.33 0 0.137 6.66 1.85 0.29 81.01 72 0.169 0.079 0.003 27518
Cheese, cottage, with vegetables Dairy and Egg Products 10.9 0.056 0.403 0.1 0.004 0.086 3 0.37 4.2 80.3 95 2.646 1.189 0.14 27519
Cheese, cream Dairy and Egg Products 5.93 0.098 0.321 0 0.138 4.07 3.21 34.24 54.44 342 19.292 8.62 1.437 27520
Cheese, cream, fat free Dairy and Egg Products 15.69 0.351 0.702 0 0.278 7.66 5.48 1 71.87 105 0.644 0.25 0.057 27521
Cheese, cream, low fat Dairy and Egg Products 7.85 0.148 0.47 0 0.247 8.13 5.82 15.28 66.72 201 9.098 3.996 0.658 27522
Cheese, dry white, queso seco Dairy and Egg Products 24.51 0.661 1.808 0 0.116 2.04 0.55 24.35 42.17 325 13.718 6.418 1.244 27523
Cheese, edam Dairy and Egg Products 24.99 0.731 0.965 0 0.188 1.43 1.43 27.8 41.56 357 17.572 8.125 0.665 27524
Cheese, feta Dairy and Egg Products 14.21 0.493 1.116 0 0.062 4.09 4.09 21.28 55.22 264 14.946 4.623 0.591 27525
Cheese, fontina Dairy and Egg Products 25.6 0.55 0.8 0 0.064 1.55 1.55 31.14 37.92 389 19.196 8.687 1.654 27526
Cheese, fresh, queso fresco Dairy and Egg Products 18.09 0.566 0.751 0 0.129 2.98 2.32 23.82 51.42 299 12.94 5.966 1.106 27527
Cheese, gjetost Dairy and Egg Products 9.65 0.4 0.6 0 1.409 42.65 29.51 13.44 466 19.16 7.879 0.938 27528
Cheese, goat, hard type Dairy and Egg Products 30.52 0.895 0.346 0 0.048 2.17 2.17 35.59 29.01 452 24.609 8.117 0.845 27529
Cheese, goat, semisoft type Dairy and Egg Products 21.58 0.298 0.515 0 0.158 2.54 2.54 29.84 45.52 364 20.639 6.808 0.709 27530
Cheese, goat, soft type Dairy and Egg Products 18.52 0.14 0.368 0 0.026 0.89 0.89 21.08 60.75 268 14.575 4.807 0.501 27531
Cheese, gouda Dairy and Egg Products 24.94 0.7 0.819 0 0.121 2.22 2.22 27.44 41.46 356 17.614 7.747 0.657 27532
Cheese, gruyere Dairy and Egg Products 29.81 1.011 0.336 0 0.081 0.36 0.36 32.34 33.19 413 18.913 10.043 1.733 27533
Cheese, limburger Dairy and Egg Products 20.05 0.497 0.8 0 0.128 0.49 0.49 27.25 48.42 327 16.746 8.606 0.495 27534
Cheese, low fat, cheddar or colby Dairy and Egg Products 24.35 0.415 0.612 0 0.066 1.91 0.52 7 63.1 173 4.342 2.082 0.222 27535
Cheese, low-sodium, cheddar or colby Dairy and Egg Products 24.35 0.703 0.021 0 0.112 1.91 0.49 32.62 38.98 398 20.768 9.189 0.972 27536
Cheese, mexican, queso anejo Dairy and Egg Products 21.44 0.68 1.131 0 0.087 4.63 4.63 29.98 38.06 373 19.033 8.528 0.901 27537
Cheese, mexican, queso asadero Dairy and Egg Products 22.6 0.661 0.655 0 0.086 2.87 2.87 28.26 42.16 356 17.939 8.038 0.85 27538
Cheese, mexican, queso chihuahua Dairy and Egg Products 21.56 0.651 0.617 0 0.052 5.56 5.56 29.68 39.13 374 18.843 8.443 0.892 27539
Cheese, monterey Dairy and Egg Products 24.48 0.746 0.536 0 0.081 0.68 0.5 30.28 41.01 373 19.066 8.751 0.899 27540
Cheese, monterey, low fat Dairy and Egg Products 28.2 0.705 0.564 0 0.081 0.7 0.56 21.6 46 310 14.04 5.64 0.84 27541
Cheese, mozzarella, low sodium Dairy and Egg Products 27.5 0.731 0.016 0 0.095 3.1 1.23 17.1 49.9 280 10.867 4.844 0.509 27542
Cheese, mozzarella, nonfat Dairy and Egg Products 31.7 0.961 0.743 1.8 0 0.106 3.5 1.48 60.2 141 27543
Cheese, mozzarella, part skim milk Dairy and Egg Products 24.26 0.782 0.619 0 0.084 2.77 1.13 15.92 53.78 254 10.114 4.51 0.472 27544
Cheese, mozzarella, part skim milk, low moisture Dairy and Egg Products 25.96 0.731 0.652 0 0.095 3.83 0.6 20.03 46.46 302 10.877 4.85 0.508 27545
Cheese, mozzarella, whole milk Dairy and Egg Products 22.17 0.505 0.627 0 0.076 2.19 1.03 22.35 50.01 300 13.152 6.573 0.765 27546
Cheese, mozzarella, whole milk, low moisture Dairy and Egg Products 21.6 0.575 0.415 0 0.075 2.47 1.01 24.64 48.38 318 15.561 7.027 0.778 27547
Cheese, muenster Dairy and Egg Products 23.41 0.717 0.628 0 0.134 1.12 1.12 30.04 41.77 368 19.113 8.711 0.661 27548
Cheese, muenster, low fat Dairy and Egg Products 24.7 0.529 0.6 0 0.134 3.5 3.5 17.6 50.5 271 10.95 5.09 0.65 27549
Cheese, neufchatel Dairy and Egg Products 9.15 0.117 0.334 0 0.152 3.59 3.19 22.78 63.11 253 12.79 5.784 0.97 27550
Cheese, parmesan, dry grated, reduced fat Dairy and Egg Products 20 1.109 1.529 0 0.125 1.37 20 50.6 265 13.317 6.098 0.462 27551
Cheese, parmesan, grated Dairy and Egg Products 38.46 1.109 1.529 0 0.125 4.06 0.9 28.61 20.84 431 17.301 8.375 1.173 27552
Cheese, parmesan, hard Dairy and Egg Products 35.75 1.184 1.602 0 0.092 3.22 0.8 25.83 29.16 392 16.41 7.515 0.569 27553
Cheese, parmesan, low sodium Dairy and Egg Products 41.6 1.376 0.063 0 0.107 3.7 0.85 29.99 22.2 451 19.051 8.721 0.659 27554
Cheese, parmesan, shredded Dairy and Egg Products 37.86 1.253 1.696 0 0.097 3.41 0.9 27.34 25 415 17.37 8.734 0.661 27555
Cheese, pasteurized process, american, low fat Dairy and Egg Products 24.6 0.684 1.43 0 0.18 3.5 0.59 7 58.9 180 4.41 2.005 0.222 27556
Cheese, pasteurized process, american, with di sodium phosphate Dairy and Egg Products 22.15 0.552 1.254 0 0.169 1.6 0.51 31.25 39.16 375 19.694 8.951 0.99 27557
Cheese, pasteurized process, american, without di sodium phosphate Dairy and Egg Products 22.15 0.616 0.65 0 0.162 1.6 0.51 31.25 39.16 375 19.694 8.951 0.99 27558
Cheese, pasteurized process, cheddar or american, fat-free Dairy and Egg Products 22.5 0.689 1.528 0 0.288 13.4 9.95 0.8 56.9 148 0.504 0.229 0.025 27559
Cheese, pasteurized process, cheddar or american, low sodium Dairy and Egg Products 22.2 0.616 0.007 0 0.162 1.6 0.45 31.19 42.8 376 19.651 8.932 0.988 27560
Cheese, pasteurized process, pimento Dairy and Egg Products 22.13 0.614 1.428 0.1 0.0023 0.162 1.73 0.62 31.2 39.08 375 19.663 8.937 0.988 27561
Cheese, pasteurized process, swiss, low fat Dairy and Egg Products 25.5 0.684 1.43 0 0.18 4.3 1.35 5.1 59.1 165 3.303 1.351 0.18 27562
Cheese, pasteurized process, swiss, with di sodium phosphate Dairy and Egg Products 24.73 0.772 1.37 0 0.216 2.1 1.23 25.01 42.31 334 16.045 7.046 0.622 27563
Cheese, pasteurized process, swiss, without di sodium phosphate Dairy and Egg Products 24.73 0.772 0.681 0 0.216 2.1 25.01 42.31 334 16.045 7.046 0.622 27564
Cheese, port de salut Dairy and Egg Products 23.78 0.65 0.534 0 0.136 0.57 0.57 28.2 45.45 352 16.691 9.338 0.729 27565
Cheese, provolone Dairy and Egg Products 25.58 0.756 0.876 0 0.138 2.14 0.56 26.62 40.95 351 17.078 7.393 0.769 27566
Cheese, provolone, reduced fat Dairy and Egg Products 24.7 0.756 0.876 0 0.138 3.5 0.55 17.6 50.6 274 11.3 4.89 0.51 27567
Cheese, ricotta, part skim milk Dairy and Egg Products 11.39 0.272 0.125 0 0.125 5.14 0.31 7.91 74.41 138 4.927 2.314 0.26 27568
Cheese, ricotta, whole milk Dairy and Egg Products 11.26 0.207 0.084 0 0.105 3.04 0.27 12.98 71.7 174 8.295 3.627 0.385 27569
Cheese, romano Dairy and Egg Products 31.8 1.064 1.2 0 0.086 3.63 0.73 26.94 30.91 387 17.115 7.838 0.593 27570
Cheese, roquefort Dairy and Egg Products 21.54 0.662 1.809 0 0.091 2 30.64 39.38 369 19.263 8.474 1.32 27571
Cheese, swiss Dairy and Egg Products 26.93 0.791 0.192 0 0.077 5.38 1.32 27.8 37.12 380 17.779 7.274 0.972 27572
Cheese, swiss, low fat Dairy and Egg Products 28.4 0.961 0.26 0 0.111 3.4 1.33 5.1 59.6 173 3.304 1.351 0.18 27573
Cheese, swiss, low sodium Dairy and Egg Products 28.4 0.961 0.014 0 0.111 3.4 1.31 27.4 37.8 374 17.744 7.256 0.968 27574
Cheese, tilsit Dairy and Egg Products 24.41 0.7 0.753 0 0.065 1.88 25.98 42.86 340 16.775 7.136 0.721 27575
Cheese, white, queso blanco Dairy and Egg Products 20.38 0.69 0.704 0 0.126 2.53 1.76 24.31 48.7 310 13.661 6.459 1.149 27576
Cream substitute, flavored, liquid Dairy and Egg Products 0.69 0.006 0.08 1.1 0 0.096 35.07 33.04 13.5 50.06 251 2.635 4.002 6.269 27577
Cream substitute, flavored, powdered Dairy and Egg Products 0.68 0.005 0.196 1.2 0 0.09 75.42 58.01 21.47 1.52 498 19.463 0.618 0.229 27578
Cream substitute, liquid, light Dairy and Egg Products 0.8 0.001 0.06 0 0.177 9.1 9.1 3.5 86.2 71 0.896 2.03 0.42 27579
Cream substitute, liquid, with hydrogenated vegetable oil and soy protein Dairy and Egg Products 1 0.009 0.079 0 0.191 11.38 11.38 9.97 77.27 136 1.937 7.551 0.027 27580
Cream substitute, liquid, with lauric acid oil and sodium caseinate Dairy and Egg Products 1 0.009 0.079 0 0.191 11.38 9.97 77.27 136 9.304 0.106 0.003 27581
Cream substitute, powdered Dairy and Egg Products 4.79 0.022 0.181 0 0.812 54.88 54.88 35.48 2.21 545 32.525 0.968 0.014 27582
Cream substitute, powdered, light Dairy and Egg Products 1.9 0.001 0.229 0 0.902 73.4 73.4 15.7 6.2 431 3.8 11.5 0.198 27583
Cream, fluid, half and half Dairy and Egg Products 2.96 0.105 0.041 0.0009 0.13 4.3 0.16 11.5 80.57 130 7.158 3.321 0.427 27584
Cream, fluid, heavy whipping Dairy and Egg Products 2.05 0.065 0.038 0.0006 0.075 2.79 0.11 37 57.71 345 23.032 10.686 1.374 27585
Cream, fluid, light (coffee cream or table cream) Dairy and Egg Products 2.7 0.096 0.04 0.0008 0.122 3.66 0.14 19.31 73.75 195 12.02 5.577 0.717 27586
Cream, fluid, light whipping Dairy and Egg Products 2.17 0.069 0.034 0.0006 0.097 2.96 0.11 30.91 63.5 292 19.337 9.093 0.884 27587
Cream, half and half, fat free Dairy and Egg Products 2.6 0.096 0.144 0.0007 0.206 9 5 1.4 86 59 0.841 0.384 0.052 27588
Cream, sour, cultured Dairy and Egg Products 2.07 0.11 0.08 0.0009 0.141 2.88 3.5 19.73 74.46 193 11.507 5.068 0.84 27589
Cream, sour, reduced fat, cultured Dairy and Egg Products 2.94 0.104 0.041 0.0009 0.129 4.26 0.16 12 80.14 135 7.47 3.466 0.446 27590
Cream, whipped, cream topping, pressurized Dairy and Egg Products 3.2 0.101 0.13 0 0.147 12.49 8 22.22 61.33 257 13.831 6.418 0.825 27591
Dessert topping, powdered Dairy and Egg Products 4.9 0.017 0.122 0 0.166 52.54 52.54 39.92 1.47 577 36.723 0.6 0.447 27592
Dessert topping, powdered, 1.5 ounce prepared with 1/2 cup milk Dairy and Egg Products 3.61 0.09 0.066 0.0007 0.151 17.13 17.47 12.72 65.74 194 10.684 0.843 0.201 27593
Dessert topping, pressurized Dairy and Egg Products 0.98 0.005 0.062 0 0.019 16.07 16.07 22.3 60.37 264 18.912 1.927 0.241 27594
Dessert topping, semi solid, frozen Dairy and Egg Products 1.25 0.006 0.025 0 0.018 23.05 23.05 25.31 50.21 318 21.783 1.616 0.523 27595
Dulce de Leche Dairy and Egg Products 6.84 0.251 0.129 0 0.35 55.35 49.74 7.35 28.71 315 4.534 2.143 0.375 27596
Egg Mix, USDA Commodity Dairy and Egg Products 35.6 0.171 0.576 0 0.373 23.97 2.46 34.5 2.78 555 10.305 13.745 7.555 27597
Egg substitute, liquid or frozen, fat free Dairy and Egg Products 10 0.073 0.199 0.0005 0.213 2 2 87 48 27598
Egg substitute, powder Dairy and Egg Products 55.5 0.326 0.8 0.0008 0.744 21.8 21.8 13 3.86 444 3.766 5.341 1.683 27599
Egg, duck, whole, fresh, raw Dairy and Egg Products 12.81 0.064 0.146 0 0.222 1.45 0.93 13.77 70.83 185 3.681 6.525 1.223 27600
Egg, goose, whole, fresh, raw Dairy and Egg Products 13.87 0.06 0.138 0 0.21 1.35 0.94 13.27 70.43 185 3.595 5.747 1.672 27601
Egg, quail, whole, fresh, raw Dairy and Egg Products 13.05 0.064 0.141 0 0.132 0.41 0.4 11.09 74.35 158 3.557 4.324 1.324 27602
Egg, turkey, whole, fresh, raw Dairy and Egg Products 13.68 0.099 0.151 0 0.142 1.15 11.88 72.5 171 3.632 4.571 1.658 27603
Egg, white, dried Dairy and Egg Products 81.1 0.062 1.28 0 1.125 7.8 5.4 5.8 382 27604
Egg, white, dried, flakes, glucose reduced Dairy and Egg Products 76.92 0.083 1.156 0 1.042 4.17 4.17 0.04 14.62 351 27605
Egg, white, dried, powder, glucose reduced Dairy and Egg Products 82.4 0.089 1.238 0 1.116 4.47 4.47 0.04 8.54 376 27606
Egg, white, raw, fresh Dairy and Egg Products 10.9 0.007 0.166 0 0.163 0.73 0.71 0.17 87.57 52 27607
Egg, white, raw, frozen Dairy and Egg Products 9.8 0.007 0.158 0 0.136 1.05 88.55 47 27608
Egg, whole, cooked, fried Dairy and Egg Products 13.61 0.062 0.207 0 0.152 0.83 0.4 14.84 69.47 196 4.323 6.182 3.251 27609
Egg, whole, cooked, hard-boiled Dairy and Egg Products 12.58 0.05 0.124 0 0.126 1.12 1.12 10.61 74.62 155 3.267 4.077 1.414 27610
Egg, whole, cooked, omelet Dairy and Egg Products 10.57 0.048 0.155 0 0.117 0.64 0.31 11.66 76.13 154 3.319 4.843 2.712 27611
Egg, whole, cooked, poached Dairy and Egg Products 12.51 0.056 0.297 0 0.138 0.71 0.37 9.47 75.85 138 3.113 3.643 1.904 27612
Egg, whole, cooked, scrambled Dairy and Egg Products 9.99 0.066 0.145 0 0.132 1.61 1.43 10.98 76.4 149 3.331 4.441 2.429 27613
Egg, whole, dried Dairy and Egg Products 47.35 0.231 0.523 0 0.493 4.95 3.08 40.95 3.1 594 12.727 15.337 5.804 27614
Egg, whole, dried, stabilized, glucose reduced Dairy and Egg Products 48.17 0.222 0.548 0 0.515 2.38 43.95 1.87 615 13.198 17.564 5.713 27615
Egg, whole, raw, fresh Dairy and Egg Products 12.56 0.056 0.142 0 0.138 0.72 0.37 9.51 76.15 143 3.126 3.658 1.911 27616
Egg, whole, raw, frozen Dairy and Egg Products 11.95 0.059 0.133 0 0.13 1.05 10.2 75.85 148 3.147 3.886 1.412 27617
Egg, yolk, dried Dairy and Egg Products 34.25 0.284 0.135 0 0.244 3.6 3.6 55.8 2.95 666 17.154 21.129 7.895 27618
Egg, yolk, raw, fresh Dairy and Egg Products 15.86 0.129 0.048 0 0.109 3.59 0.56 26.54 52.31 322 9.551 11.738 4.204 27619
Egg, yolk, raw, frozen Dairy and Egg Products 15.5 0.138 0.067 0 0.118 1.15 0.51 25.6 56.2 303 7.82 9.747 3.628 27620
Egg, yolk, raw, frozen, salted Dairy and Egg Products 14 0.114 3.78 0 0.117 1.6 23 50.8 274 7.028 8.849 3.15 27621
Egg, yolk, raw, frozen, sugared Dairy and Egg Products 13.8 0.123 0.067 0 0.103 10.8 22.75 51.25 307 6.97 8.614 3.244 27622
Eggnog Dairy and Egg Products 4.55 0.13 0.054 0.0015 0.165 8.05 8.41 4.19 82.54 88 2.591 1.302 0.198 27623
Eggs, scrambled, frozen mixture Dairy and Egg Products 13.1 0.017 0.162 0 0.147 7.5 7.5 5.6 72.7 135 1.052 2.339 1.778 27624
Ensure plus, liquid nutrition Dairy and Egg Products 5.16 0.079 0.095 0.0119 0.175 19.88 19.88 4.52 69.84 141 0.673 1.283 3.111 27625
Imitation cheese, american or cheddar, low cholesterol Dairy and Egg Products 25 0.705 0.67 0 0.055 1 1 32 38 390 5.815 14.127 10.615 27626
KRAFT BREAKSTONE'S FREE Fat Free Sour Cream Dairy and Egg Products 4.7 0.141 0.072 0.0012 0.219 15.1 7.2 1.3 77.7 91 0.8 27627
KRAFT BREAKSTONE'S Reduced Fat Sour Cream Dairy and Egg Products 4.5 0.161 0.059 0.1 0.0011 0.21 6.5 6.4 12 76.2 152 7.6 27628
KRAFT BREYERS LIGHT N' LIVELY Lowfat Strawberry Yogurt (1% Milkfat) Dairy and Egg Products 3.2 0.091 0.045 0.2 0 0.151 21.9 19.6 0.8 73.3 108 0.5 27629
KRAFT BREYERS LIGHT Nonfat Strawberry Yogurt (with Aspartame and Fructose Sweeteners) Dairy and Egg Products 3.4 0.095 0.045 0.0006 0.146 9.9 7.7 0.2 86 55 0.1 27630
KRAFT BREYERS Lowfat Strawberry Yogurt (1% Milkfat) Dairy and Egg Products 3.8 0.125 0.052 0.2 0 0.192 18.2 17.4 0.8 76.5 96 0.5 27631
KRAFT BREYERS Smooth & Creamy Lowfat Strawberry Yogurt (1% Milkfat) Dairy and Egg Products 3.8 0.108 0.055 0.3 0 0.177 19.9 17.2 0.9 74.8 102 0.5 27632
KRAFT CHEEZ WHIZ LIGHT Pasteurized Process Cheese Product Dairy and Egg Products 16.3 0.418 1.705 0.2 0.0004 0.297 16.2 8.2 9.5 51.5 215 6.4 27633
KRAFT CHEEZ WHIZ Pasteurized Process Cheese Sauce Dairy and Egg Products 12 0.359 1.638 0.3 0.0004 0.24 9.2 6.7 21 51.5 276 13.1 27634
KRAFT FREE Singles American Nonfat Pasteurized Process Cheese Product Dairy and Egg Products 22.7 0.712 1.298 0.2 0.0002 0.236 11.7 6.7 1 58 148 0.7 27635
KRAFT VELVEETA LIGHT Reduced Fat Pasteurized Process Cheese Product Dairy and Egg Products 19.6 0.574 1.586 0.0001 0.345 11.8 8.5 10.6 51.3 222 7.1 27636
KRAFT VELVEETA Pasteurized Process Cheese Spread Dairy and Egg Products 16.3 0.466 1.499 0.0002 0.335 9.8 8.1 22 45.8 303 14.4 27637
Milk shakes, thick chocolate Dairy and Egg Products 3.05 0.132 0.111 0.3 0 0.224 21.15 20.85 2.7 72.2 119 1.681 0.78 0.1 27638
Milk shakes, thick vanilla Dairy and Egg Products 3.86 0.146 0.095 0 0.183 17.75 17.75 3.03 74.45 112 1.886 0.875 0.113 27639
Milk substitutes, fluid, with lauric acid oil Dairy and Egg Products 1.75 0.033 0.078 0 0.114 6.16 3.41 88.18 61 3.037 0.176 0.008 27640
Milk, buttermilk, dried Dairy and Egg Products 34.3 1.184 0.517 0.0057 1.592 49 49 5.78 2.97 387 3.598 1.669 0.215 27641
Milk, buttermilk, fluid, cultured, lowfat Dairy and Egg Products 3.31 0.116 0.105 0.001 0.151 4.79 4.79 0.88 90.13 40 0.548 0.254 0.033 27642
Milk, buttermilk, fluid, cultured, reduced fat Dairy and Egg Products 4.1 0.143 0.086 0.0015 0.18 5.3 5.3 2 87.7 56 1.242 0.576 0.071 27643
Milk, canned, condensed, sweetened Dairy and Egg Products 7.91 0.284 0.127 0.0026 0.371 54.4 54.4 8.7 27.16 321 5.486 2.427 0.337 27644
Milk, canned, evaporated, nonfat, with added vitamin A and vitamin D Dairy and Egg Products 7.55 0.29 0.115 0.0012 0.332 11.35 11.35 0.2 79.4 78 0.121 0.062 0.006 27645
Milk, canned, evaporated, with added vitamin A Dairy and Egg Products 6.81 0.261 0.106 0.0019 0.303 10.04 7.56 74.04 134 4.591 2.335 0.245 27646
Milk, canned, evaporated, with added vitamin D and without added vitamin A Dairy and Egg Products 6.81 0.261 0.106 0.0019 0.303 10.04 10.04 7.56 74.04 134 4.591 2.335 0.245 27647
Milk, canned, evaporated, without added vitamin A and vitamin D Dairy and Egg Products 6.81 0.261 0.106 0.0019 0.303 10.04 10.04 7.56 74.04 135 4.591 2.335 0.245 27648
Milk, chocolate beverage, hot cocoa, homemade Dairy and Egg Products 3.52 0.114 0.044 1 0.0002 0.197 10.74 9.66 2.34 82.45 77 1.431 0.677 0.084 27649
Milk, chocolate, fluid, commercial, lowfat, with added vitamin A and vitamin D Dairy and Egg Products 3.24 0.116 0.061 0.5 0.0009 0.17 10.44 9.94 1 82.34 63 0.616 0.3 0.035 27650
Milk, chocolate, fluid, commercial, reduced fat, with added calcium Dairy and Egg Products 2.99 0.194 0.066 0.7 0 0.123 12.13 9.55 1.9 82.17 78 1.177 0.455 0.089 27651
Milk, chocolate, fluid, commercial, reduced fat, with added vitamin A and vitamin D Dairy and Egg Products 2.99 0.109 0.066 0.7 0 0.169 12.13 9.55 1.9 82.17 76 1.177 0.455 0.089 27652
Milk, chocolate, fluid, commercial, whole, with added vitamin A and vitamin D Dairy and Egg Products 3.17 0.112 0.06 0.8 0.0009 0.167 10.34 9.54 3.39 82.3 83 2.104 0.99 0.124 27653
Milk, dry, nonfat, calcium reduced Dairy and Egg Products 35.5 0.28 2.28 0.0067 0.68 51.8 0.2 4.9 354 0.124 0.058 0.007 27654
Milk, dry, nonfat, instant, with added vitamin A and vitamin D Dairy and Egg Products 35.1 1.231 0.549 0.0056 1.705 52.19 52.19 0.72 3.96 358 0.467 0.187 0.028 27655
Milk, dry, nonfat, instant, without added vitamin A and vitamin D Dairy and Egg Products 35.1 1.231 0.549 0.0056 1.705 52.19 52.19 0.72 3.96 358 0.47 0.19 0.03 27656
Milk, dry, nonfat, regular, with added vitamin A and vitamin D Dairy and Egg Products 36.16 1.257 0.535 0.0068 1.794 51.98 51.98 0.77 3.16 362 0.499 0.2 0.03 27657
Milk, dry, nonfat, regular, without added vitamin A and vitamin D Dairy and Egg Products 36.16 1.257 0.535 0.0068 1.794 51.98 51.98 0.77 3.16 362 0.499 0.201 0.03 27658
Milk, dry, whole, with added vitamin D Dairy and Egg Products 26.32 0.912 0.371 0.0086 1.33 38.42 38.42 26.71 2.47 496 16.742 7.924 0.665 27659
Milk, dry, whole, without added vitamin D Dairy and Egg Products 26.32 0.912 0.371 0.0086 1.33 38.42 38.42 26.71 2.47 496 16.742 7.924 0.665 27660
Milk, filled, fluid, with blend of hydrogenated vegetable oils Dairy and Egg Products 3.33 0.128 0.057 0.0009 0.139 4.74 3.46 87.67 63 0.768 1.783 0.75 27661
Milk, filled, fluid, with lauric acid oil Dairy and Egg Products 3.33 0.128 0.057 0.0009 0.139 4.74 4.74 3.4 87.73 63 3.101 0.1 0.01 27662
Milk, fluid, 1% fat, without added vitamin A and vitamin D Dairy and Egg Products 3.37 0.125 0.044 0 0.15 4.99 5.2 0.97 89.92 42 0.633 0.277 0.035 27663
Milk, fluid, nonfat, calcium fortified (fat free or skim) Dairy and Egg Products 3.4 0.204 0.052 0.001 0.166 4.85 4.85 0.18 90.8 35 0.117 0.047 0.007 27664
Milk, goat, fluid, with added vitamin D Dairy and Egg Products 3.56 0.134 0.05 0.0013 0.204 4.45 4.45 4.14 87.03 69 2.667 1.109 0.149 27665
Milk, human, mature, fluid Dairy and Egg Products 1.03 0.032 0.017 0.005 0.051 6.89 6.89 4.38 87.5 70 2.009 1.658 0.497 27666
Milk, imitation, non-soy Dairy and Egg Products 1.6 0.082 0.055 0 0.15 5.3 5.3 2 90 46 0.254 0.484 1.174 27667
Milk, indian buffalo, fluid Dairy and Egg Products 3.75 0.169 0.052 0.0023 0.178 5.18 6.89 83.39 97 4.597 1.787 0.146 27668
Milk, low sodium, fluid Dairy and Egg Products 3.1 0.101 0.003 0.0009 0.253 4.46 4.46 3.46 88.2 61 2.154 0.999 0.128 27669
Milk, lowfat, fluid, 1% milkfat, protein fortified, with added vitamin A and vitamin D Dairy and Egg Products 3.93 0.142 0.058 0.0012 0.18 5.52 1.17 88.74 48 0.728 0.338 0.043 27670
Milk, lowfat, fluid, 1% milkfat, with added nonfat milk solids, vitamin A and vitamin D Dairy and Egg Products 3.48 0.128 0.052 0.001 0.162 4.97 0.97 89.81 43 0.604 0.28 0.036 27671
Milk, lowfat, fluid, 1% milkfat, with added vitamin A and vitamin D Dairy and Egg Products 3.37 0.125 0.044 0 0.15 4.99 5.2 0.97 89.92 42 0.633 0.277 0.035 27672
Milk, nonfat, fluid, protein fortified, with added vitamin A and vitamin D (fat free and skim) Dairy and Egg Products 3.96 0.143 0.059 0.0011 0.182 5.56 0.25 89.36 41 0.162 0.065 0.009 27673
Milk, nonfat, fluid, with added nonfat milk solids, vitamin A and vitamin D (fat free or skim) Dairy and Egg Products 3.57 0.129 0.053 0.001 0.171 5.02 5.02 0.25 90.38 37 0.162 0.065 0.009 27674
Milk, nonfat, fluid, with added vitamin A and vitamin D (fat free or skim) Dairy and Egg Products 3.37 0.122 0.042 0 0.156 4.96 5.09 0.08 90.84 34 0.056 0.022 0.003 27675
Milk, nonfat, fluid, without added vitamin A and vitamin D (fat free or skim) Dairy and Egg Products 3.37 0.122 0.042 0 0.156 4.96 5.09 0.08 90.84 34 0.051 0.021 0.003 27676
Milk, producer, fluid, 3.7% milkfat Dairy and Egg Products 3.28 0.119 0.049 0.0015 0.151 4.65 3.66 87.69 64 2.278 1.057 0.136 27677
Milk, reduced fat, fluid, 2% milkfat, protein fortified, with added vitamin A and vitamin D Dairy and Egg Products 3.95 0.143 0.059 0.0011 0.182 5.49 5.26 1.98 87.71 56 1.232 0.572 0.074 27678
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