X-Git-Url: https://git.njae.me.uk/?a=blobdiff_plain;f=beatles-vs-stones-analysis.ipynb;h=68246b387589b7bbd61d8ec2e9c59cb45779f531;hb=a14e843063a70273cd4f92acd5378c92bda7d8d9;hp=ed1083595596b325d9988e99e3b689c6baaffb92;hpb=f957e34d6d16305be59287c3ca0ffb7a08805ca3;p=battle-of-the-bands.git diff --git a/beatles-vs-stones-analysis.ipynb b/beatles-vs-stones-analysis.ipynb index ed10835..68246b3 100644 --- a/beatles-vs-stones-analysis.ipynb +++ b/beatles-vs-stones-analysis.ipynb @@ -17,6 +17,9 @@ "http://data.discogs.com/\n", "\n", "\n", + "Also look at [How to make a racist AI without really trying](https://gist.github.com/rspeer/ef750e7e407e04894cb3b78a82d66aed), which has some good links for sentiment analysis.\n", + "\n", + "\n", "## Contents\n", "### Data gathering\n", "\n", @@ -99,9 +102,7 @@ { "cell_type": "code", "execution_count": 4, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "# Create a database and a collections within it.\n", @@ -123,9 +124,7 @@ { "cell_type": "code", "execution_count": 5, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -175,9 +174,7 @@ { "cell_type": "code", "execution_count": 7, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "def get_artists(artist_name):\n", @@ -198,9 +195,7 @@ { "cell_type": "code", "execution_count": 8, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -225,9 +220,7 @@ { "cell_type": "code", "execution_count": 9, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -260,7 +253,6 @@ "cell_type": "code", "execution_count": 10, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [ @@ -2206,7 +2198,6 @@ "cell_type": "code", "execution_count": 11, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [ @@ -3888,9 +3879,7 @@ { "cell_type": "code", "execution_count": 12, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -3920,9 +3909,7 @@ { "cell_type": "code", "execution_count": 13, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -3952,9 +3939,7 @@ { "cell_type": "code", "execution_count": 14, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -3974,9 +3959,7 @@ { "cell_type": "code", "execution_count": 15, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -4021,7 +4004,6 @@ "cell_type": "code", "execution_count": 16, "metadata": { - "collapsed": false, "scrolled": false }, "outputs": [ @@ -4931,9 +4913,7 @@ { "cell_type": "code", "execution_count": 17, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -4954,7 +4934,6 @@ "cell_type": "code", "execution_count": 18, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [ @@ -5010,9 +4989,7 @@ { "cell_type": "code", "execution_count": 20, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -5060,9 +5037,7 @@ { "cell_type": "code", "execution_count": 22, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -5086,7 +5061,6 @@ "cell_type": "code", "execution_count": 23, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [ @@ -5164,9 +5138,7 @@ { "cell_type": "code", "execution_count": 24, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -5744,9 +5716,7 @@ { "cell_type": "code", "execution_count": 25, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -5766,9 +5736,7 @@ { "cell_type": "code", "execution_count": 26, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -5788,9 +5756,7 @@ { "cell_type": "code", "execution_count": 31, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -5822,9 +5788,7 @@ { "cell_type": "code", "execution_count": 31, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -5856,9 +5820,7 @@ { "cell_type": "code", "execution_count": 32, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -5957,9 +5919,7 @@ { "cell_type": "code", "execution_count": 52, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -5990,9 +5950,7 @@ { "cell_type": "code", "execution_count": 79, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -6025,9 +5983,7 @@ { "cell_type": "code", "execution_count": 80, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "for t in tracks.find({}, ['ctitle', 'duration_ms']):\n", @@ -6053,7 +6009,6 @@ "cell_type": "code", "execution_count": 81, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [], @@ -6074,9 +6029,7 @@ { "cell_type": "code", "execution_count": 82, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -6096,9 +6049,7 @@ { "cell_type": "code", "execution_count": 83, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -6310,9 +6261,7 @@ { "cell_type": "code", "execution_count": 84, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -6540,9 +6489,7 @@ { "cell_type": "code", "execution_count": 85, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -6680,9 +6627,7 @@ { "cell_type": "code", "execution_count": 86, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -6712,9 +6657,7 @@ { "cell_type": "code", "execution_count": 88, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -6751,9 +6694,7 @@ { "cell_type": "code", "execution_count": 89, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -6795,7 +6736,6 @@ "cell_type": "code", "execution_count": 90, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [ @@ -6983,7 +6923,6 @@ "cell_type": "code", "execution_count": 91, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [ @@ -7167,9 +7106,7 @@ { "cell_type": "code", "execution_count": 92, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -7200,9 +7137,7 @@ { "cell_type": "code", "execution_count": 93, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -7233,9 +7168,7 @@ { "cell_type": "code", "execution_count": 95, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -7276,9 +7209,7 @@ { "cell_type": "code", "execution_count": 97, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -7459,9 +7390,7 @@ { "cell_type": "code", "execution_count": 471, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -7660,9 +7589,7 @@ { "cell_type": "code", "execution_count": 98, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -7850,7 +7777,6 @@ "cell_type": "code", "execution_count": 99, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [ @@ -8051,9 +7977,7 @@ { "cell_type": "code", "execution_count": 100, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -8247,9 +8171,7 @@ { "cell_type": "code", "execution_count": 101, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -8441,9 +8363,7 @@ { "cell_type": "code", "execution_count": 102, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -8543,9 +8463,7 @@ { "cell_type": "code", "execution_count": 103, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -8739,9 +8657,7 @@ { "cell_type": "code", "execution_count": 104, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -8926,9 +8842,7 @@ { "cell_type": "code", "execution_count": 105, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -8958,7 +8872,6 @@ "cell_type": "code", "execution_count": 106, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [ @@ -9490,9 +9403,7 @@ { "cell_type": "code", "execution_count": 107, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -9698,9 +9609,7 @@ { "cell_type": "code", "execution_count": 108, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -9903,9 +9812,7 @@ { "cell_type": "code", "execution_count": 109, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -9937,7 +9844,6 @@ "cell_type": "code", "execution_count": 110, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [], @@ -9963,7 +9869,6 @@ "cell_type": "code", "execution_count": 111, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [ @@ -10016,7 +9921,6 @@ "cell_type": "code", "execution_count": 112, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [ @@ -10349,9 +10253,7 @@ { "cell_type": "code", "execution_count": 113, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -10382,9 +10284,7 @@ { "cell_type": "code", "execution_count": 114, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -10555,9 +10455,7 @@ { "cell_type": "code", "execution_count": 115, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -10586,9 +10484,7 @@ { "cell_type": "code", "execution_count": 116, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -10739,9 +10635,7 @@ { "cell_type": "code", "execution_count": 117, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -10780,7 +10674,6 @@ "cell_type": "code", "execution_count": 118, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [ @@ -10833,7 +10726,6 @@ "cell_type": "code", "execution_count": 119, "metadata": { - "collapsed": false, "scrolled": true }, "outputs": [ @@ -10934,9 +10826,7 @@ { "cell_type": "code", "execution_count": 120, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -10965,9 +10855,7 @@ { "cell_type": "code", "execution_count": 121, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -11005,9 +10893,7 @@ { "cell_type": "code", "execution_count": 122, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [], "source": [ "pipeline = [\n", @@ -11022,9 +10908,7 @@ { "cell_type": "code", "execution_count": 123, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -11055,9 +10939,7 @@ { "cell_type": "code", "execution_count": 124, - "metadata": { - "collapsed": false - }, + "metadata": {}, "outputs": [ { "data": { @@ -11143,5 +11025,5 @@ } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 }