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troughton/.purview_helper.js

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MDDN 342 Final Project
Raw
.purview_helper.js
// note: this file is poorly named - it can generally be ignored.
// helper functions below for supporting blocks/purview
function saveBlocksImages(doZoom) {
if(doZoom == null) {
doZoom = false;
}
// generate 960x500 preview.jpg of entire canvas
// TODO: should this be recycled?
var offscreenCanvas = document.createElement('canvas');
offscreenCanvas.width = 960;
offscreenCanvas.height = 500;
var context = offscreenCanvas.getContext('2d');
// background is flat white
context.fillStyle="#FFFFFF";
context.fillRect(0, 0, 960, 500);
context.drawImage(this.canvas, 0, 0, 960, 500);
// save to browser
var downloadMime = 'image/octet-stream';
var imageData = offscreenCanvas.toDataURL('image/jpeg');
imageData = imageData.replace('image/jpeg', downloadMime);
p5.prototype.downloadFile(imageData, 'preview.jpg', 'jpg');
// generate 230x120 thumbnail.png centered on mouse
offscreenCanvas.width = 230;
offscreenCanvas.height = 120;
// background is flat white
context = offscreenCanvas.getContext('2d');
context.fillStyle="#FFFFFF";
context.fillRect(0, 0, 230, 120);
if(doZoom) {
// pixelDensity does the right thing on retina displays
var pd = this._pixelDensity;
var sx = pd * mouseX - pd * 230/2;
var sy = pd * mouseY - pd * 120/2;
var sw = pd * 230;
var sh = pd * 120;
// bounds checking - just displace if necessary
if (sx < 0) {
sx = 0;
}
if (sx > this.canvas.width - sw) {
sx = this.canvas.width - sw;
}
if (sy < 0) {
sy = 0;
}
if (sy > this.canvas.height - sh) {
sy = this.canvas.height - sh;
}
// save to browser
context.drawImage(this.canvas, sx, sy, sw, sh, 0, 0, 230, 120);
}
else {
// now scaledown
var full_width = this.canvas.width;
var full_height = this.canvas.height;
context.drawImage(this.canvas, 0, 0, full_width, full_height, 0, 0, 230, 120);
}
imageData = offscreenCanvas.toDataURL('image/png');
imageData = imageData.replace('image/png', downloadMime);
p5.prototype.downloadFile(imageData, 'thumbnail.png', 'png');
}
Raw
README.md

PS5 MDDN 342 2016

In extending my glyph system from Problem Set 4 I wanted to apply it to a real-world data set. The original inspiration and basic colour palette came from the album cover for The Bones of What You Believe; I found the symbol on the cover striking and saw a lot of potential for it as a glyph system. For the real-world data set, I thought what better place to start than a music library.

I exported data about my iTunes music library to an XML file, and then processed it using an external program (the source for which is in LibraryXMLConversion.swift and which isn't by any means good code). In that program, I computed statistics about each album: average play count, track count, how long ago the most recently played track was played, how loud the album is on average, how many times each track has been skipped on average, the length of the titles on the album, and roughly how many people contributed to composing each track. I then mapped those to the different parameters in my glyph system, trying to get some correlation between the effect and the meaning:

  • The loudness affects the triangle scale from the centre (how 'big' the triangles are).
  • The average track length affects the inner angle of the triangles (how long the tracks stretch out for).
  • The track count affects the stroke weight of the circles (how dense the album is).
  • The time since I last played a track on the album affects the stroke weight of the triangles.
  • The play count affects the saturation of the red background (how intensely I like the album).
  • The skip count inversely affects the saturation of the blue background (another measure of my opinion of the album).
  • The number of composers affects the triangle rotation.
  • The album title length affects the spacing on the ellipses – this is more of a fun 'bonus' data point.

All in all, we get an interesting visualisation of my music library – and if you really want to know what this visualisation thinks my tastes in music are, you can click on each glyph to see the album information. It'd be particularly interesting to compare to other people's libraries and see how their listening habits compare.

Links for Presentation:

Final Visualisation

The Bones of What You Believe Cover

Initial Concepts

Dimensional Glyph Prototype

Final Dimensional Glyph

Iterations for iTunes Port

Library Conversion Program

Final Visualisation

Raw
AlbumInfo.json
[
{
"Number of Composers" : 1.25,
"Title Length" : 13.16666666666667,
"Normalization" : 3126.666666666667,
"Skip Count" : 4.583333333333333,
"Track Count" : 12,
"Play Count" : 5.083333333333333,
"Total Time" : 218227.3333333333,
"Time Since Last Played" : 700758.9834139347,
"Album Name" : "19",
"Album Artist" : "Adele"
},
{
"Number of Composers" : 2.214285714285714,
"Title Length" : 14.42857142857143,
"Normalization" : 0,
"Skip Count" : 0.3571428571428572,
"Track Count" : 14,
"Play Count" : 6.142857142857143,
"Total Time" : 258110.0714285714,
"Time Since Last Played" : 781464.948018074,
"Album Name" : "25",
"Album Artist" : "Adele"
},
{
"Number of Composers" : 0.0625,
"Title Length" : 15.875,
"Normalization" : 243.3125,
"Skip Count" : 0.1875,
"Track Count" : 16,
"Play Count" : 4.9375,
"Total Time" : 254727.5,
"Time Since Last Played" : 818139.9765570164,
"Album Name" : "21",
"Album Artist" : "Adele"
},
{
"Number of Composers" : 4.866666666666666,
"Title Length" : 13.86666666666667,
"Normalization" : 5215.333333333333,
"Skip Count" : 0.2,
"Track Count" : 15,
"Play Count" : 2.733333333333333,
"Total Time" : 218796.6,
"Time Since Last Played" : 1069069.955549955,
"Album Name" : "Know-It-All (Deluxe)",
"Album Artist" : "Alessia Cara"
},
{
"Number of Composers" : 2.785714285714286,
"Title Length" : 23.92857142857143,
"Normalization" : 2976.714285714286,
"Skip Count" : 1.571428571428571,
"Track Count" : 14,
"Play Count" : 2.071428571428572,
"Total Time" : 227126.1428571429,
"Time Since Last Played" : 782289.9660260677,
"Album Name" : "The Element of Freedom",
"Album Artist" : "Alicia Keys"
},
{
"Number of Composers" : 1,
"Title Length" : 13.5,
"Normalization" : 1759.5,
"Skip Count" : 0,
"Track Count" : 2,
"Play Count" : 3.5,
"Total Time" : 147605.5,
"Time Since Last Played" : 780808.9728419781,
"Album Name" : "Portal 2: Songs to Test By",
"Album Artist" : "Aperture Science Psychoacoustics Laboratory"
},
{
"Number of Composers" : 0,
"Title Length" : 17.18181818181818,
"Normalization" : 0,
"Skip Count" : 1.909090909090909,
"Track Count" : 11,
"Play Count" : 2.727272727272727,
"Total Time" : 245544.7272727273,
"Time Since Last Played" : 9266019.964157104,
"Album Name" : "Journey Bonus Bundle",
"Album Artist" : "Austin Wintory"
},
{
"Number of Composers" : 0,
"Title Length" : 12.5,
"Normalization" : 0,
"Skip Count" : 0.7777777777777778,
"Track Count" : 18,
"Play Count" : 0.6666666666666666,
"Total Time" : 195761.5555555556,
"Time Since Last Played" : -735920191.0525241,
"Album Name" : "Journey",
"Album Artist" : "Austin Wintory"
},
{
"Number of Composers" : 1,
"Title Length" : 14.36363636363636,
"Normalization" : 0,
"Skip Count" : 0.1818181818181818,
"Track Count" : 11,
"Play Count" : 1.363636363636364,
"Total Time" : 219260.6363636364,
"Time Since Last Played" : 529313.973929882,
"Album Name" : "We Are for the Wild Places",
"Album Artist" : "Avalanche City"
},
{
"Number of Composers" : 0,
"Title Length" : 12.6,
"Normalization" : 0,
"Skip Count" : 0.7,
"Track Count" : 10,
"Play Count" : 3.3,
"Total Time" : 282047.6,
"Time Since Last Played" : 6678997.952067852,
"Album Name" : "True",
"Album Artist" : "Avicii"
},
{
"Number of Composers" : 0,
"Title Length" : 17,
"Normalization" : 0,
"Skip Count" : 2,
"Track Count" : 2,
"Play Count" : 2.5,
"Total Time" : 350915.5,
"Time Since Last Played" : 53767280.94540405,
"Album Name" : "TRUE",
"Album Artist" : "Avicii"
},
{
"Number of Composers" : 0,
"Title Length" : 10.78571428571429,
"Normalization" : 0,
"Skip Count" : 0.5714285714285714,
"Track Count" : 14,
"Play Count" : 5.571428571428571,
"Total Time" : 225639.6428571429,
"Time Since Last Played" : 1391721.981601954,
"Album Name" : "Let Go",
"Album Artist" : "Avril Lavigne"
},
{
"Number of Composers" : 2,
"Title Length" : 11.58333333333333,
"Normalization" : 0,
"Skip Count" : 0.25,
"Track Count" : 12,
"Play Count" : 2.416666666666667,
"Total Time" : 204715.5,
"Time Since Last Played" : 701865.9975450039,
"Album Name" : "Under My Skin",
"Album Artist" : "Avril Lavigne"
},
{
"Number of Composers" : 0,
"Title Length" : 29.27272727272727,
"Normalization" : 3773.454545454545,
"Skip Count" : 0.6363636363636364,
"Track Count" : 11,
"Play Count" : 3.181818181818182,
"Total Time" : 188130.9090909091,
"Time Since Last Played" : 1132802.981324911,
"Album Name" : "Other People's Heartache, Pt. 2",
"Album Artist" : "Bastille"
},
{
"Number of Composers" : 0.9705882352941176,
"Title Length" : 20.17647058823529,
"Normalization" : 1686.176470588235,
"Skip Count" : 0.7352941176470589,
"Track Count" : 34,
"Play Count" : 11.20588235294118,
"Total Time" : 203838.0882352941,
"Time Since Last Played" : 98484.94951105118,
"Album Name" : "All This Bad Blood",
"Album Artist" : "Bastille"
},
{
"Number of Composers" : 0,
"Title Length" : 31,
"Normalization" : 0,
"Skip Count" : 0.4285714285714285,
"Track Count" : 7,
"Play Count" : 3,
"Total Time" : 236292,
"Time Since Last Played" : 3205920.98990202,
"Album Name" : "Other People's Heartache",
"Album Artist" : "Bastille"
},
{
"Number of Composers" : 1.894736842105263,
"Title Length" : 10.78947368421053,
"Normalization" : 6157.578947368421,
"Skip Count" : 0.2631578947368421,
"Track Count" : 19,
"Play Count" : 7.052631578947368,
"Total Time" : 208537,
"Time Since Last Played" : 602485.9949040413,
"Album Name" : "Wild World (Complete Edition)",
"Album Artist" : "Bastille"
},
{
"Number of Composers" : 0,
"Title Length" : 6,
"Normalization" : 4785,
"Skip Count" : 1,
"Track Count" : 1,
"Play Count" : 6,
"Total Time" : 220520,
"Time Since Last Played" : 1133046.951741934,
"Album Name" : "B'Day (Deluxe Edition)",
"Album Artist" : "Beyoncé"
},
{
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"Title Length" : 10.5,
"Normalization" : 3800.5,
"Skip Count" : 0.75,
"Track Count" : 4,
"Play Count" : 4.75,
"Total Time" : 210029.5,
"Time Since Last Played" : 1908748.997974873,
"Album Name" : "4",
"Album Artist" : "Beyoncé"
},
{
"Number of Composers" : 3,
"Title Length" : 4,
"Normalization" : 5814,
"Skip Count" : 1,
"Track Count" : 1,
"Play Count" : 4,
"Total Time" : 261640,
"Time Since Last Played" : 25244947.96223092,
"Album Name" : "I Am...Sasha Fierce",
"Album Artist" : "Beyoncé"
},
{
"Number of Composers" : 4.071428571428571,
"Title Length" : 14.35714285714286,
"Normalization" : 3340.642857142857,
"Skip Count" : 1,
"Track Count" : 14,
"Play Count" : 2.214285714285714,
"Total Time" : 233943.4285714286,
"Time Since Last Played" : 699975.9545769691,
"Album Name" : "I Am…Sasha Fierce",
"Album Artist" : "Beyoncé"
},
{
"Number of Composers" : 0.4848484848484849,
"Title Length" : 18.18181818181818,
"Normalization" : 2585.969696969697,
"Skip Count" : 2.121212121212121,
"Track Count" : 33,
"Play Count" : 1.909090909090909,
"Total Time" : 258681.9696969697,
"Time Since Last Played" : 4065071.95342803,
"Album Name" : "The Essential Billy Joel",
"Album Artist" : "Billy Joel"
},
{
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"Title Length" : 21,
"Normalization" : 737,
"Skip Count" : 1.666666666666667,
"Track Count" : 9,
"Play Count" : 2.111111111111111,
"Total Time" : 283570.1111111111,
"Time Since Last Played" : 24290213.96395588,
"Album Name" : "The Stranger",
"Album Artist" : "Billy Joel"
},
{
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"Album Name" : "Mass Effect 2",
"Album Artist" : "Bioware"
},
{
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"Time Since Last Played" : 4239736.968374014,
"Album Name" : "Mass Effect 3 (Soundtrack)",
"Album Artist" : "Bioware"
},
{
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"Album Name" : "Mass Effect: The Complete Soundtrack",
"Album Artist" : "Bioware"
},
{
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"Play Count" : 0.3714285714285714,
"Total Time" : 233894.6571428571,
"Time Since Last Played" : 30853614.95623112,
"Album Name" : "Mass Effect 2: The Complete Soundtrack",
"Album Artist" : "Bioware"
},
{
"Number of Composers" : 2.818181818181818,
"Title Length" : 9.636363636363637,
"Normalization" : 0,
"Skip Count" : 0.1818181818181818,
"Track Count" : 11,
"Play Count" : 2.181818181818182,
"Total Time" : 223831,
"Time Since Last Played" : 1906192.991034985,
"Album Name" : "Evergreen",
"Album Artist" : "Broods"
},
{
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"Title Length" : 13.76923076923077,
"Normalization" : 0,
"Skip Count" : 0,
"Track Count" : 13,
"Play Count" : 0.6923076923076923,
"Total Time" : 222686.2307692308,
"Time Since Last Played" : 784501.9522271156,
"Album Name" : "Conscious",
"Album Artist" : "Broods"
},
{
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"Total Time" : 256133,
"Time Since Last Played" : 8799397.983232975,
"Album Name" : "Human (IV Fridays) - Single",
"Album Artist" : "Brooke Fraser"
},
{
"Number of Composers" : 1.15,
"Title Length" : 15.25,
"Normalization" : 789.95,
"Skip Count" : 0.35,
"Track Count" : 20,
"Play Count" : 1.25,
"Total Time" : 250910.3,
"Time Since Last Played" : 700259.9965538979,
"Album Name" : "Albertine",
"Album Artist" : "Brooke Fraser"
},
{
"Number of Composers" : 1.7,
"Title Length" : 12.1,
"Normalization" : 3400.7,
"Skip Count" : 0.5,
"Track Count" : 10,
"Play Count" : 7.8,
"Total Time" : 222430.6,
"Time Since Last Played" : 1306207.948703051,
"Album Name" : "Brutal Romantic",
"Album Artist" : "Brooke Fraser"
},
{
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"Normalization" : 0,
"Skip Count" : 0.4545454545454545,
"Track Count" : 11,
"Play Count" : 4.818181818181818,
"Total Time" : 268384,
"Time Since Last Played" : 5794713.973380089,
"Album Name" : "What To Do With Daylight",
"Album Artist" : "Brooke Fraser"
},
{
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"Play Count" : 2.666666666666667,
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"Time Since Last Played" : 1417066.963068008,
"Album Name" : "Every Open Eye (Extended Edition)",
"Album Artist" : "CHVRCHES"
},
{
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"Title Length" : 12.38888888888889,
"Normalization" : 4640.055555555556,
"Skip Count" : 0.4444444444444444,
"Track Count" : 18,
"Play Count" : 11.44444444444444,
"Total Time" : 231546.6666666667,
"Time Since Last Played" : 1304899.969026089,
"Album Name" : "The Bones of What You Believe (Deluxe Edition)",
"Album Artist" : "CHVRCHES"
},
{
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"Title Length" : 18,
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"Play Count" : 4.285714285714286,
"Total Time" : 224454.2142857143,
"Time Since Last Played" : 1134182.952647924,
"Album Name" : "Motion",
"Album Artist" : "Calvin Harris"
},
{
"Number of Composers" : 5.181818181818182,
"Title Length" : 11.90909090909091,
"Normalization" : 0,
"Skip Count" : 0,
"Track Count" : 11,
"Play Count" : 1,
"Total Time" : 214744.3636363636,
"Time Since Last Played" : 1908322.966995955,
"Album Name" : "<I°_°I>",
"Album Artist" : "Caravan Palace"
},
{
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"Play Count" : 8.117647058823529,
"Total Time" : 218915,
"Time Since Last Played" : 24769.96506214142,
"Album Name" : "E•MO•TION (Deluxe)",
"Album Artist" : "Carly Rae Jepsen"
},
{
"Number of Composers" : 3.5,
"Title Length" : 15.5,
"Normalization" : 5940.1875,
"Skip Count" : 0.25,
"Track Count" : 16,
"Play Count" : 5.375,
"Total Time" : 208658.875,
"Time Since Last Played" : 41623.9959359169,
"Album Name" : "Kiss (Deluxe Version)",
"Album Artist" : "Carly Rae Jepsen"
},
{
"Number of Composers" : 3.375,
"Title Length" : 6.75,
"Normalization" : 4303.75,
"Skip Count" : 0.25,
"Track Count" : 8,
"Play Count" : 14.375,
"Total Time" : 207698.875,
"Time Since Last Played" : 41328.98366498947,
"Album Name" : "Emotion Side B",
"Album Artist" : "Carly Rae Jepsen"
},
{
"Number of Composers" : 0,
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"Play Count" : 2,
"Total Time" : 203600,
"Time Since Last Played" : 47191335.99410391,
"Album Name" : "Roads",
"Album Artist" : "Chris Mann"
},
{
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"Skip Count" : 2,
"Track Count" : 1,
"Play Count" : 4,
"Total Time" : 240826,
"Time Since Last Played" : 2507483.977608919,
"Album Name" : "Stripped",
"Album Artist" : "Christina Aguilera"
},
{
"Number of Composers" : 0,
"Title Length" : 24,
"Normalization" : 8207,
"Skip Count" : 0,
"Track Count" : 1,
"Play Count" : 3,
"Total Time" : 213026,
"Time Since Last Played" : 21006039.94928789,
"Album Name" : "Takin' It to the Streets - Single",
"Album Artist" : "Christine Anu & Deni Hines"
},
{
"Number of Composers" : 0,
"Title Length" : 9.699999999999999,
"Normalization" : 3260.7,
"Skip Count" : 0.8,
"Track Count" : 10,
"Play Count" : 5.7,
"Total Time" : 250822.3,
"Time Since Last Played" : 1133286.9823699,
"Album Name" : "Parachutes",
"Album Artist" : "Coldplay"
},
{
"Number of Composers" : 2.315789473684211,
"Title Length" : 18.47368421052632,
"Normalization" : 123.5263157894737,
"Skip Count" : 1.157894736842105,
"Track Count" : 19,
"Play Count" : 5.526315789473684,
"Total Time" : 243528.7368421053,
"Time Since Last Played" : 784034.9504051208,
"Album Name" : "Viva la Vida (Prospekt's March Edition)",
"Album Artist" : "Coldplay"
},
{
"Number of Composers" : 0,
"Title Length" : 15.71428571428571,
"Normalization" : 0,
"Skip Count" : 0.7857142857142857,
"Track Count" : 14,
"Play Count" : 8.785714285714286,
"Total Time" : 189465.4285714286,
"Time Since Last Played" : 1547784.991533995,
"Album Name" : "Mylo Xyloto",
"Album Artist" : "Coldplay"
},
{
"Number of Composers" : 0,
"Title Length" : 13,
"Normalization" : 0,
"Skip Count" : 1.473684210526316,
"Track Count" : 19,
"Play Count" : 2,
"Total Time" : 286717.9473684211,
"Time Since Last Played" : 1552745.951539993,
"Album Name" : "X & Y",
"Album Artist" : "Coldplay"
},
{
"Number of Composers" : 0,
"Title Length" : 10.75,
"Normalization" : 0,
"Skip Count" : 0.25,
"Track Count" : 12,
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"Track Count" : 14,
"Play Count" : 3.142857142857143,
"Total Time" : 227477,
"Time Since Last Played" : 4318609.979110956,
"Album Name" : "From the Inside Out",
"Album Artist" : "Stan Walker"
},
{
"Number of Composers" : 2.75,
"Title Length" : 18.83333333333333,
"Normalization" : 0,
"Skip Count" : 0.08333333333333333,
"Track Count" : 12,
"Play Count" : 0.9166666666666666,
"Total Time" : 215256.5833333333,
"Time Since Last Played" : 3549312.950841904,
"Album Name" : "Inventing Myself",
"Album Artist" : "Stan Walker"
},
{
"Number of Composers" : 1.888888888888889,
"Title Length" : 13.66666666666667,
"Normalization" : 7407.777777777777,
"Skip Count" : 2.222222222222222,
"Track Count" : 9,
"Play Count" : 1.777777777777778,
"Total Time" : 190246.1111111111,
"Time Since Last Played" : 9417382.974657059,
"Album Name" : "Introducing Stan Walker",
"Album Artist" : "Stan Walker"
},
{
"Number of Composers" : 0,
"Title Length" : 17.5,
"Normalization" : 0,
"Skip Count" : 1.3125,
"Track Count" : 16,
"Play Count" : 19.25,
"Total Time" : 244803.9375,
"Time Since Last Played" : 528367.9573378563,
"Album Name" : "Red",
"Album Artist" : "Taylor Swift"
},
{
"Number of Composers" : 2,
"Title Length" : 15.52631578947368,
"Normalization" : 0,
"Skip Count" : 0.7894736842105263,
"Track Count" : 19,
"Play Count" : 15.36842105263158,
"Total Time" : 217139.3684210526,
"Time Since Last Played" : 689548.9470019341,
"Album Name" : "1989 (Deluxe)",
"Album Artist" : "Taylor Swift"
},
{
"Number of Composers" : 1,
"Title Length" : 16.25,
"Normalization" : 4197.916666666667,
"Skip Count" : 1.416666666666667,
"Track Count" : 12,
"Play Count" : 2.666666666666667,
"Total Time" : 228924.0833333333,
"Time Since Last Played" : 13138675.98099709,
"Album Name" : "Everyone Is Here",
"Album Artist" : "The Finn Brothers"
},
{
"Number of Composers" : 0,
"Title Length" : 13.5,
"Normalization" : 7450.5,
"Skip Count" : 0,
"Track Count" : 2,
"Play Count" : 7,
"Total Time" : 249233,
"Time Since Last Played" : 17375238.96293688,
"Album Name" : "The Fray",
"Album Artist" : "The Fray"
},
{
"Number of Composers" : 2.272727272727273,
"Title Length" : 13.72727272727273,
"Normalization" : 0,
"Skip Count" : 0,
"Track Count" : 11,
"Play Count" : 1.181818181818182,
"Total Time" : 231199.9090909091,
"Time Since Last Played" : 4240336.97736907,
"Album Name" : "Helios",
"Album Artist" : "The Fray"
},
{
"Number of Composers" : 1,
"Title Length" : 21,
"Normalization" : 7963.5,
"Skip Count" : 1,
"Track Count" : 2,
"Play Count" : 7.5,
"Total Time" : 250940,
"Time Since Last Played" : 5361690.983864069,
"Album Name" : "How To Save A Life",
"Album Artist" : "The Fray"
},
{
"Number of Composers" : 0,
"Title Length" : 14,
"Normalization" : 3637.25,
"Skip Count" : 0.25,
"Track Count" : 4,
"Play Count" : 5.25,
"Total Time" : 302690.5,
"Time Since Last Played" : 3114371.995774031,
"Album Name" : "Useless Noises - EP",
"Album Artist" : "The Hidden Revolution"
},
{
"Number of Composers" : 0,
"Title Length" : 13,
"Normalization" : 2298,
"Skip Count" : 2,
"Track Count" : 1,
"Play Count" : 4,
"Total Time" : 177533,
"Time Since Last Played" : 13138497.97756386,
"Album Name" : "The Muppets (Original Soundtrack)",
"Album Artist" : "The Muppets"
},
{
"Number of Composers" : 3.5,
"Title Length" : 15.2,
"Normalization" : 0,
"Skip Count" : 0.8,
"Track Count" : 10,
"Play Count" : 7.1,
"Total Time" : 253194.5,
"Time Since Last Played" : 3111793.956556082,
"Album Name" : "Science & Faith",
"Album Artist" : "The Script"
},
{
"Number of Composers" : 0.1111111111111111,
"Title Length" : 15.22222222222222,
"Normalization" : 2061.666666666667,
"Skip Count" : 1.666666666666667,
"Track Count" : 9,
"Play Count" : 6.222222222222222,
"Total Time" : 224929.8888888889,
"Time Since Last Played" : 4327931.990625858,
"Album Name" : "The Script",
"Album Artist" : "The Script"
},
{
"Number of Composers" : 1,
"Title Length" : 16.07142857142857,
"Normalization" : 0,
"Skip Count" : 0.4285714285714285,
"Track Count" : 14,
"Play Count" : 1.214285714285714,
"Total Time" : 311287.7142857143,
"Time Since Last Played" : 1133841.972641945,
"Album Name" : "This Is War",
"Album Artist" : "Thirty Seconds to Mars"
},
{
"Number of Composers" : 0,
"Title Length" : 9,
"Normalization" : 0,
"Skip Count" : 0,
"Track Count" : 1,
"Play Count" : 5,
"Total Time" : 102353,
"Time Since Last Played" : 2187676.98210597,
"Album Name" : "Voice Memos",
"Album Artist" : "Thomas Roughton’s iPhone"
},
{
"Number of Composers" : 0.68,
"Title Length" : 15.68,
"Normalization" : 0,
"Skip Count" : 1.82,
"Track Count" : 50,
"Play Count" : 1.8,
"Total Time" : 243862.14,
"Time Since Last Played" : 1555904.988287926,
"Album Name" : "Greatest Hits",
"Album Artist" : "Tracy Chapman"
},
{
"Number of Composers" : 2.2,
"Title Length" : 12.6,
"Normalization" : 3171.6,
"Skip Count" : 0.8,
"Track Count" : 5,
"Play Count" : 10.8,
"Total Time" : 209338.6,
"Time Since Last Played" : 701660.9952790737,
"Album Name" : "Trxye - EP",
"Album Artist" : "Troye Sivan"
},
{
"Number of Composers" : 3.466666666666667,
"Title Length" : 11.93333333333333,
"Normalization" : 5157.6,
"Skip Count" : 0.06666666666666667,
"Track Count" : 15,
"Play Count" : 4.933333333333334,
"Total Time" : 221245.5333333333,
"Time Since Last Played" : 941158.9679079056,
"Album Name" : "Blue Neighbourhood",
"Album Artist" : "Troye Sivan"
},
{
"Number of Composers" : 1,
"Title Length" : 18.23529411764706,
"Normalization" : 0,
"Skip Count" : 1.411764705882353,
"Track Count" : 17,
"Play Count" : 2.882352941176471,
"Total Time" : 255718.9411764706,
"Time Since Last Played" : 34306226.96188211,
"Album Name" : "Rattle And Hum",
"Album Artist" : "U2"
},
{
"Number of Composers" : 1.875,
"Title Length" : 23.9375,
"Normalization" : 70,
"Skip Count" : 0.3125,
"Track Count" : 16,
"Play Count" : 3.75,
"Total Time" : 357140.5625,
"Time Since Last Played" : 525783.9934699535,
"Album Name" : "Songs of Innocence",
"Album Artist" : "U2"
},
{
"Number of Composers" : 5,
"Title Length" : 28,
"Normalization" : 3728,
"Skip Count" : 0,
"Track Count" : 1,
"Play Count" : 2,
"Total Time" : 227274,
"Time Since Last Played" : 13479426.94732189,
"Album Name" : "Invisible (RED) Edit Version",
"Album Artist" : "U2"
},
{
"Number of Composers" : 0,
"Title Length" : 18.91666666666667,
"Normalization" : 0,
"Skip Count" : 1,
"Track Count" : 12,
"Play Count" : 2.5,
"Total Time" : 277267.3333333333,
"Time Since Last Played" : 3284605.947692871,
"Album Name" : "Achtung Baby",
"Album Artist" : "U2"
},
{
"Number of Composers" : 0,
"Title Length" : 18.57142857142857,
"Normalization" : 0,
"Skip Count" : 1.857142857142857,
"Track Count" : 14,
"Play Count" : 4.142857142857143,
"Total Time" : 238394.9285714286,
"Time Since Last Played" : 1307559.949102879,
"Album Name" : "U218",
"Album Artist" : "U2"
},
{
"Number of Composers" : 1,
"Title Length" : 21.27272727272727,
"Normalization" : 0,
"Skip Count" : 0.8181818181818182,
"Track Count" : 11,
"Play Count" : 6.727272727272728,
"Total Time" : 273663.9090909091,
"Time Since Last Played" : 817519.9762470722,
"Album Name" : "The Joshua Tree",
"Album Artist" : "U2"
},
{
"Number of Composers" : 1,
"Title Length" : 17.73076923076923,
"Normalization" : 3426.769230769231,
"Skip Count" : 1.692307692307692,
"Track Count" : 26,
"Play Count" : 2.307692307692307,
"Total Time" : 256631.5,
"Time Since Last Played" : 3545396.98051095,
"Album Name" : "The Best Of 1980-1990",
"Album Artist" : "U2"
},
{
"Number of Composers" : 0,
"Title Length" : 16.2,
"Normalization" : 0,
"Skip Count" : 1.6,
"Track Count" : 10,
"Play Count" : 9.9,
"Total Time" : 239879.6,
"Time Since Last Played" : 2331652.98220396,
"Album Name" : "Catching Fire",
"Album Artist" : "Various Artists"
},
{
"Number of Composers" : 0,
"Title Length" : 28,
"Normalization" : 0,
"Skip Count" : 0,
"Track Count" : 1,
"Play Count" : 1,
"Total Time" : 138331,
"Time Since Last Played" : 16794691.95169902,
"Album Name" : "Sunshine (Music from the Motion Picture)",
"Album Artist" : "Various Artists"
},
{
"Number of Composers" : 0,
"Title Length" : 18.5,
"Normalization" : 3980,
"Skip Count" : 1.5,
"Track Count" : 2,
"Play Count" : 3.5,
"Total Time" : 271790.5,
"Time Since Last Played" : 1906614.952522993,
"Album Name" : "Mirror's Edge Original Videogame Score (EA™ Games Soundtrack)",
"Album Artist" : "Various Artists"
},
{
"Number of Composers" : 0,
"Title Length" : 11.33333333333333,
"Normalization" : 9942,
"Skip Count" : 0.6666666666666666,
"Track Count" : 3,
"Play Count" : 4.333333333333333,
"Total Time" : 256921.6666666667,
"Time Since Last Played" : 4318851.969838142,
"Album Name" : "Need For Speed: Hot Pursuit OST",
"Album Artist" : "Various Artists"
},
{
"Number of Composers" : 1,
"Title Length" : 16.36842105263158,
"Normalization" : 2726.263157894737,
"Skip Count" : 1.210526315789474,
"Track Count" : 19,
"Play Count" : 3.526315789473684,
"Total Time" : 225017.2631578947,
"Time Since Last Played" : 691594.9926710129,
"Album Name" : "Wicked: Original Cast Recording",
"Album Artist" : "Wicked Original Broadway Cast"
},
{
"Number of Composers" : 1,
"Title Length" : 13.88888888888889,
"Normalization" : 0,
"Skip Count" : 0,
"Track Count" : 9,
"Play Count" : 1.555555555555556,
"Total Time" : 224184.8888888889,
"Time Since Last Played" : 3112469.952916145,
"Album Name" : "rose ave.",
"Album Artist" : "You+Me"
},
{
"Number of Composers" : 0,
"Title Length" : 10.75,
"Normalization" : 0,
"Skip Count" : 0.1666666666666667,
"Track Count" : 12,
"Play Count" : 4.666666666666667,
"Total Time" : 239094.1666666667,
"Time Since Last Played" : 784272.9643349648,
"Album Name" : "Vessel",
"Album Artist" : "twenty one pilots"
},
{
"Number of Composers" : 0,
"Title Length" : 10.53333333333333,
"Normalization" : 135.2666666666667,
"Skip Count" : 0.06666666666666667,
"Track Count" : 15,
"Play Count" : 4,
"Total Time" : 222623.6666666667,
"Time Since Last Played" : 783471.9908471107,
"Album Name" : "Blurryface",
"Album Artist" : "twenty one pilots"
}
]
Raw
glyph.js
function trianglePoints(radius, centreAngle, angleSize) {
var halfRadius = radius * 0.5;
var points = [];
var innerPoint = [-halfRadius * cos(centreAngle), -halfRadius * sin(centreAngle)];
points.push(innerPoint);
var innerAngleSize = angleSize * 0.5;
var pointB = [innerPoint[0] + radius * cos(centreAngle - innerAngleSize), innerPoint[1] + radius * sin(centreAngle - innerAngleSize)];
points.push(pointB);
var pointC = [innerPoint[0] + radius * cos(centreAngle + innerAngleSize), innerPoint[1] + radius * sin(centreAngle + innerAngleSize)];
points.push(pointC);
return points;
}
/*
* val8 is an array of 8 numbers that range from [0,100]
* size is the number of pixels for width and height
* use p5.js to draw a square color glpyh within the bounding box
*/
function glyph8(values, size) {
//values[0] is rotation of triangles.
//values[1] is the triangle spread
//values[2] is circle stroke weight
//values[3] is the triangle weight
//values[4] is the saturation of the background.
//values[5] is the saturation of the triangles
//values[7] is the ellipse spacing
var drawFunction = ellipse;
push();
colorMode(HSL);
rectMode(CENTER);
ellipseMode(CENTER);
scale(size, size);
strokeWeight(1.0/size, 1.0/size);
var backgroundColour = color(359, values[4], 43);
var ringColour = color(0, 0, 0);
var triangleColour = color(215, 0.88 * values[5], 55);
fill(backgroundColour);
drawFunction(0.5, 0.5, 1.0, 1.0);
noFill();
stroke(ringColour);
var ringWeight = map(values[2], 0, 100, 0.1, 1.25);
strokeWeight(0.5/8.0 * ringWeight);
var goldenRatio = 1.61803398875;
var exponentialStopStep = 1.0 / 17.94427191000132; //to make the last stop be at 1.
var exponentialStop = exponentialStopStep;
for (var i = 0; i < 4; i += 1) {
var linearStop = 0.2 + 0.2666666667 * i; //to make the last stop be at 1.
var diameter = lerp(linearStop, exponentialStop, values[7] * 0.01);
drawFunction(0.5, 0.5, diameter, diameter);
exponentialStop += exponentialStop * goldenRatio;
}
var triangleStroke = map(values[3], 0, 100, 0.008, 0.065);
strokeWeight(triangleStroke);
var triangleSpacing = map(values[3], 0, 100, 0.04, 0.15);
var triangleAngle = map(values[1], 0, 100, radians(45), radians(100));
var scaleXY = map(values[0], 0, 100, 0.6, 1.0);
var translation = (1 - scaleXY) * 0.5;
translate(translation, translation);
scale(scaleXY, scaleXY);
for (var i = 0; i < 4; i++) {
var centreAngle = radians(45) + radians(90) * i;
var startAngle = centreAngle - triangleAngle * 0.5;
var endAngle = centreAngle + triangleAngle * 0.5;
var triangleRotationOffset = values[6] * PI * 0.005;
{
push();
stroke(ringColour);
var triangleCentreX = 0.5 + 0.25 * cos(centreAngle);
var triangleCentreY = 0.5 + 0.25 * sin(centreAngle);
translate(triangleCentreX, triangleCentreY);
var adjustedCentreAngle = centreAngle + triangleRotationOffset;
var pointsOuter = trianglePoints(0.44, adjustedCentreAngle, triangleAngle);
triangle(pointsOuter[0][0], pointsOuter[0][1], pointsOuter[1][0], pointsOuter[1][1], pointsOuter[2][0], pointsOuter[2][1]);
var pointsInner = trianglePoints(0.44 - 2 * triangleSpacing, adjustedCentreAngle, triangleAngle);
triangle(pointsInner[0][0], pointsInner[0][1], pointsInner[1][0], pointsInner[1][1], pointsInner[2][0], pointsInner[2][1]);
strokeWeight(triangleStroke * 0.8);
stroke(triangleColour);
var pointsMiddle = trianglePoints(0.44 - triangleSpacing, adjustedCentreAngle, triangleAngle);
triangle(pointsMiddle[0][0], pointsMiddle[0][1], pointsMiddle[1][0], pointsMiddle[1][1], pointsMiddle[2][0], pointsMiddle[2][1]);
pop();
}
}
pop();
}
Raw
index.html
<head>
<script src="http://cdnjs.cloudflare.com/ajax/libs/p5.js/0.5.3/p5.js"></script>
<script src="http://cdnjs.cloudflare.com/ajax/libs/p5.js/0.5.3/addons/p5.dom.js"></script>
<script language="javascript" type="text/javascript" src=".purview_helper.js"></script>
<script language="javascript" type="text/javascript" src="glyph.js"></script>
<script language="javascript" type="text/javascript" src="sketch.js"></script>
<style>
body { padding: 0; margin: 0; }
.inner { position: absolute; }
</style>
</head>
<body style="background-color:white">
<div class="outer">
<div class="inner">
<div id="canvasContainer"></div>
</div>
</div>
</body>
Raw
LibraryXMLConversion.swift
//
// main.swift
// iTunes Plist to JSON
//
// Created by Thomas Roughton on 6/10/16.
// Copyright © 2016 Thomas Roughton. All rights reserved.
//
import Foundation
var library = NSDictionary(contentsOfFile: "/Users/Thomas/Music/Music Library.xml")!
var tracksDict = (library["Tracks"] as! NSDictionary).mutableCopy() as! NSMutableDictionary
for (key, value) in tracksDict {
if let value = value as? NSDictionary {
var copy = value.mutableCopy() as! NSMutableDictionary
for (innerKey, innerValue) in value {
if let innerValue = innerValue as? Date {
copy.setValue(innerValue.timeIntervalSince1970, forKey: innerKey as! String)
}
}
tracksDict.setValue(copy, forKey: key as! String)
}
}
let tracks = (tracksDict.allValues as! [Dictionary<String, Any>]).filter { (dict) -> Bool in
return (dict["Podcast"] == nil) && (dict["Genre"] as! String?) != "Voice Memo" && dict["Movie"] == nil && dict["Has Video"] == nil
}
var albums = [String : [[String : Any]]]()
for track in tracks {
guard let albumName = track["Album"] as? String else { continue }
var albumTracks = albums[albumName] ?? [[String : Any]]()
albumTracks.append(track)
albums[albumName] = albumTracks
}
func defaultConversion(_ obj: Any) -> Double {
if let obj = obj as? Double {
return obj
}
fatalError()
}
func averageValue(forKey key: String, inTracks tracks: [[String : Any]], conversion: ((Any) -> Double) = defaultConversion) -> Double {
var total = 0.0;
for track in tracks {
if let value = track[key] {
total += conversion(value)
}
}
return total / Double(tracks.count);
}
var albumData = albums.map { (albumName, tracks) -> [String : Any] in
var result = [String : Any]()
let playCountAverage = averageValue(forKey: "Play Count", inTracks: tracks)
result["Play Count"] = playCountAverage
let trackLengthAverage = averageValue(forKey: "Total Time", inTracks: tracks)
result["Total Time"] = trackLengthAverage
result["Track Count"] = Double(tracks.count)
var lastPlayDate = averageValue(forKey: "Date Added", inTracks: tracks); //Default to when the track was added if we haven't played it ever.
for track in tracks {
if let playDate = track["Play Date UTC"] as? Double, playDate > lastPlayDate {
lastPlayDate = playDate
}
}
var currentTime = Date().timeIntervalSince1970;
var elapsedTime = currentTime - lastPlayDate;
result["Time Since Last Played"] = elapsedTime
result["Normalization"] = averageValue(forKey: "Normalization", inTracks: tracks)
result["Skip Count"] = averageValue(forKey: "Skip Count", inTracks: tracks)
result["Album Name"] = tracks.first!["Album"]
result["Album Artist"] = tracks.first!["Album Artist"] ?? tracks.first!["Artist"]
result["Title Length"] = averageValue(forKey: "Name", inTracks: tracks, conversion: {
return Double(($0 as! String).characters.count)
})
let characterSet = CharacterSet(charactersIn: ",&")
result["Number of Composers"] = averageValue(forKey: "Composer", inTracks: tracks, conversion: {
let composers = ($0 as! String).components(separatedBy: characterSet)
return Double(composers.count > 0 ? composers.count : 1)
})
//Skip count, normalisation (loudness), etc.
return result;
}
albumData.sort { (dictA, dictB) -> Bool in
return (dictA["Album Artist"] as! String) < (dictB["Album Artist"] as! String)
}
print(albumData)
let output = OutputStream(toFileAtPath: "AlbumInfo.json", append: false)!
output.open()
defer { output.close() }
var error : NSError? = nil
JSONSerialization.writeJSONObject(albumData, to: output, options: .prettyPrinted, error: &error)
//print(library)
Raw
sketch.js
var canvasWidth = 1920;
var canvasHeight = 1080; //Leave some space up the top for the toolbars.
var val_sliders = [];
var albums;
function preload() {
albums = loadJSON("AlbumInfo.json");
}
function setup () {
// create the drawing canvas, save the canvas element
var main_canvas = createCanvas(canvasWidth, canvasHeight);
main_canvas.parent('canvasContainer');
noLoop();
refreshGridData();
// alert(JSON.stringify(albums, null, 2));
}
function mouseClicked() {
redraw();
}
function dataInterpolate(data1, data2, val) {
var d = new Array(8);
for(var i=0; i<8; i++) {
d[i] = lerp(data1[i], data2[i], val);
}
return d;
}
var numGridRows;
var numGridCols;
var gridValues; // row, col order
var gridOffsetX, gridOffsetY;
var gridSpacingX, gridSpacingY;
var glyphSize;
// Generate data for putting glyphs in a grid
function clamp(num, min, max) {
return Math.min(Math.max(num, min), max);
}
function boundedMap(value, currentMin, currentMax, newMin, newMax) {
return constrain(map(value, currentMin, currentMax, newMin, newMax), min(newMin, newMax), max(newMin, newMax));
}
function albumToVariables(album) {
var variables = [];
//Triangle scale from centre:
var normalisation = album["Normalization"];
if (normalisation == 0.0) { //If we have no data.
normalisation = 2500; //Lower values seem to indicate a louder album, with a range of 0 to 10000. Modern songs tend to be pretty loud, so let's go for about 75% size.
}
variables.push(boundedMap(normalisation, 10000, 0.0, 0.0, 100.0));
//Triangle inner angle.
var trackLengthAvg = album["Total Time"];
variables.push(boundedMap(trackLengthAvg, 0.0, 60 * 1000 * 10, 0, 100)); // 10min is the maximum value for this.
//Circle line weight
var numTracks = album["Track Count"];
variables.push(boundedMap(numTracks, 0, 40, 0, 100)); //An album caps out at 40 tracks for the purposes of the visualisation
//(it sounds somewhat excessive, but, for instance, a soundtrack in my library has 46 tracks).
//Triangle border weight
var elapsedTime = album["Time Since Last Played"];
var elapsedDays = elapsedTime / 60 / 60 / 24;
variables.push(boundedMap(elapsedDays, 0, 365, 100, 0)); //If it's been a year since we've played anything on an album then it's probably not very popular.
//Red background saturation
var playCountAvg = album["Play Count"];
variables.push(boundedMap(playCountAvg, 0.0, 18.0, 0, 100)); //30 plays is considered 'a lot' – this is based on looking through the values for the songs in my library.
//Blue triangle saturation
var skipCount = album["Skip Count"];
variables.push(boundedMap(skipCount, 0.0, 4.0, 100.0, 0.0));
//Triangle rotation
var numberOfComposers = album["Number of Composers"];
variables.push(boundedMap(numberOfComposers, 1, 5, 0, 100));
//Ellipse spacing
var trackTitleLength = album["Title Length"];
variables.push(boundedMap(trackTitleLength, 4, 30, 0, 100));
return variables;
}
function bestDimensions(albumCount) {
var ratio = canvasWidth/canvasHeight;
var a = Math.round(Math.sqrt(albumCount * ratio));
var b = Math.ceil(albumCount / a);
/*
while (b != Math.round(b)) {
a += 1;
b = albumCount / a;
}
*/
return [max(a, b), min(a, b)];
}
function refreshGridData() {
var spacing = 18;
var dimensions = bestDimensions(albums.length);
numGridCols = dimensions[0] + 2; //This isn't really very mathematcially sound, but it looks good for the display size we want, so let's keep it.
numGridRows = dimensions[1];
var availableWidth = canvasWidth - numGridCols * spacing;
var availableHeight = canvasHeight - numGridRows * spacing;
glyphSize = min(availableWidth / numGridCols, availableHeight / numGridRows);
gridOffsetX = spacing * 0.5;
gridSpacingX = glyphSize + spacing;
gridOffsetY = spacing * 0.5;
gridSpacingY = glyphSize + spacing;
gridValues = new Array(numGridRows);
for (var i=0; i<numGridRows; i++) {
gridValues[i] = new Array(numGridCols);
}
var albumVariables = [];
for (albumIdx in albums) {
albumVariables.push(albumToVariables(albums[albumIdx]));
}
for (var i=0; i<numGridRows; i++) {
for (var j=0; j<numGridCols; j++) {
gridValues[i][j] = albumVariables[i * numGridCols + j];
}
}
}
var colorBack = [30, 30, 35];
function drawGridMode() {
var glyph_fn = glyph8;
push();
background(colorBack);
for (var i=0; i<numGridRows; i++) {
for (var j=0; j<numGridCols; j++) {
if (i * numGridCols + j >= albums.length) {
break;
}
resetMatrix();
translate(gridOffsetX + j * gridSpacingX, gridOffsetY + i * gridSpacingY);
glyph_fn(gridValues[i][j], glyphSize);
}
}
pop();
}
function draw () {
drawGridMode();
var mouseGridX = Math.floor((mouseX - gridOffsetX)/gridSpacingX);
var mouseGridY = Math.floor((mouseY - gridOffsetY)/gridSpacingY);
if (mouseGridX >= 0 && mouseGridX < numGridCols && mouseGridY >= 0 && mouseGridY < numGridRows) {
var index = mouseGridY * numGridCols + mouseGridX;
var album = albums[index];
var title = album["Album Name"];
var artist = album["Album Artist"];
fill(255);
text(artist + "\n" + title, mouseX, mouseY);
}
}
function keyTyped() {
if (key == '!') {
saveBlocksImages();
}
else if (key == '@') {
saveBlocksImages(true);
}
}
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