epic-osm-sandbox.ipynb

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      "load '/Users/jenningsanderson/Applications/epic-osm/epic-osm.rb'\n",
      "require 'gnuplot'"
     ],
     "language": "python",
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       "text": [
        "false"
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     "cell_type": "code",
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     "input": [
      "o = EpicOSM.new(analysis_window: '/Users/jenningsanderson/Desktop/cscw-osm-networks/haiti-earthquake.yml')\n",
      "aw = o.analysis_window"
     ],
     "language": "python",
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     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "Successfully initialized Analysis Window: CSCW 2016: Haiti Earthquake\n"
       ]
      },
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       "text": [
        "\n"
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        "#<AnalysisWindow:0x007fa1c2033c78 @bounding_box=#<BoundingBox:0x007fa1c203ff50 @bottom_left=nil, @top_right=nil, @active=false>, @time_frame=#<TimeFrame:0x007fa1c200be08 @start_date=2010-01-11 00:00:00 -0700, @end_date=2010-01-27 15:00:00 -0700, @active=true>, @max_area=1000000000000, @min_area=1, @title=\"CSCW 2016: Haiti Earthquake\", @changeset_tags=nil>"
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     "cell_type": "code",
     "collapsed": false,
     "input": [
      "c = aw.changesets_x_all; nil"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
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      "c_set_users = c.first[:objects].group_by{|c_set| c_set.uid}\n",
      "c_set_counts = c_set_users.collect{|uid, c_sets| {uid: uid, count: c_sets.length}}; nil"
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     "outputs": [],
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     "cell_type": "code",
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     "input": [
      "total_c_set_users = c_set_counts.length.to_f"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
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       "prompt_number": 39,
       "text": [
        "445.0"
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     "collapsed": false,
     "input": [
      "[counts.collect{|c| c[:count]}.sort]"
     ],
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      {
       "ename": "NameError",
       "evalue": "undefined local variable or method `counts' for main:Object",
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        "\u001b[31mNameError\u001b[0m: undefined local variable or method `counts' for main:Object",
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        "\u001b[37m/usr/local/var/rbenv/versions/2.0.0-p247/lib/ruby/gems/2.0.0/gems/iruby-0.1.13/lib/iruby/kernel.rb:110:in `execute_request'\u001b[0m",
        "\u001b[37m/usr/local/var/rbenv/versions/2.0.0-p247/lib/ruby/gems/2.0.0/gems/iruby-0.1.13/lib/iruby/kernel.rb:62:in `run'\u001b[0m",
        "\u001b[37m/usr/local/var/rbenv/versions/2.0.0-p247/lib/ruby/gems/2.0.0/gems/iruby-0.1.13/lib/iruby/command.rb:30:in `run_kernel'\u001b[0m",
        "\u001b[37m/usr/local/var/rbenv/versions/2.0.0-p247/lib/ruby/gems/2.0.0/gems/iruby-0.1.13/lib/iruby/command.rb:16:in `run'\u001b[0m",
        "\u001b[37m/usr/local/var/rbenv/versions/2.0.0-p247/lib/ruby/gems/2.0.0/gems/iruby-0.1.13/bin/iruby:6:in `<top (required)>'\u001b[0m",
        "\u001b[37m/usr/local/var/rbenv/versions/2.0.0-p247/bin/iruby:23:in `load'\u001b[0m",
        "\u001b[37m/usr/local/var/rbenv/versions/2.0.0-p247/bin/iruby:23:in `<main>'\u001b[0m"
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      "Gnuplot::Plot.new do |plot|  \n",
      "  plot.xrange '[0:counts.length]'\n",
      "  plot.yrange '[0:462]'\n",
      "  plot.title  'Changeset Count Distribution'\n",
      "  plot.ylabel 'Number of Changesets'\n",
      "  plot.xlabel 'irrelevant'\n",
      "#   plot.logscale 'y'\n",
      "\n",
      "  plot.data << Gnuplot::DataSet.new( [counts.collect{|c| c[:count]}.sort] ) do |ds|\n",
      "    ds.with = \"linespoints\"\n",
      "    ds.notitle\n",
      "  end\n",
      "\n",
      "#   plot.data << Gnuplot::DataSet.new( [$osm_areas.sort] ) do |ds|\n",
      "#     ds.with = \"linespoints\"\n",
      "#     ds.notitle\n",
      "#   end\n",
      "end"
     ],
     "language": "python",
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        "\t\t<text><tspan font-family=\"Arial\" >Changeset Count Distribution</tspan></text>\n",
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        "</g>\n",
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        "\t<path stroke='black'  d='M71.9,54.1 L71.9,422.4 L575.0,422.4 L575.0,54.1 L71.9,54.1 Z  '/></g>\n",
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        "\n"
       ],
       "text": [
        "#<Gnuplot::Plot:0x007ff99baa7f20 @cmd=\"plot\", @settings=[[:set, \"xrange\", \"[0:counts.length]\"], [:set, \"yrange\", \"[0:462]\"], [:set, \"title\", \"\\\"Changeset Count Distribution\\\"\"], [:set, \"ylabel\", \"\\\"Number of Changesets\\\"\"], [:set, \"xlabel\", \"\\\"irrelevant\\\"\"], [:set, \"terminal\", \"svg enhanced\"], [:set, \"output\", \"\\\"/var/folders/hd/86857qy13rl7zlkvph5q9wvr0000gn/T/plot20150915-83302-17yrl6i\\\"\"]], @arbitrary_lines=[], @data=[#<Gnuplot::DataSet:0x007ff99baa72c8 @data=[[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 8, 8, 8, 8, 8, 8, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 10, 10, 10, 10, 10, 10, 10, 11, 11, 11, 11, 12, 12, 12, 12, 12, 12, 13, 13, 13, 13, 14, 14, 14, 14, 15, 15, 15, 15, 15, 16, 16, 17, 17, 18, 19, 20, 20, 21, 21, 22, 22, 22, 23, 23, 23, 23, 23, 23, 23, 24, 24, 25, 25, 25, 26, 27, 28, 29, 31, 31, 31, 31, 33, 35, 35, 35, 35, 37, 39, 39, 39, 40, 42, 42, 44, 44, 44, 46, 47, 48, 49, 51, 52, 56, 56, 57, 62, 64, 65, 66, 67, 68, 71, 76, 80, 81, 83, 91, 102, 106, 110, 112, 115, 119, 125, 126, 137, 141, 147, 153, 154, 158, 180, 188, 190, 192, 194, 203, 224, 297, 330, 330, 331, 349, 378, 462]], @axes=nil, @smooth=nil, @matrix=nil, @linecolor=nil, @linewidth=nil, @using=nil, @with=\"linespoints\", @title=\"notitle\">]>"
       ]
      }
     ],
     "prompt_number": 26
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "require 'json'\n",
      "File.write('/data/areas.json', {osm_areas: $osm_areas, our_areas: $our_areas}.to_json)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 19,
       "text": [
        "96965"
       ]
      }
     ],
     "prompt_number": 19
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "require 'json'"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 3,
       "text": [
        "false"
       ]
      }
     ],
     "prompt_number": 3
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "n_counts = JSON.parse(File.read('output.json'))\n",
      "n_counts.collect{|c| c[\"count\"]}.sort"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 12,
       "text": [
        "[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 4, 4, 4, 4, 5, 5, 5, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 7, 7, 8, 8, 10, 10, 10, 10, 10, 10, 10, 11, 11, 11, 12, 12, 12, 13, 13, 14, 14, 14, 14, 15, 15, 15, 17, 18, 19, 20, 20, 20, 22, 22, 23, 23, 24, 24, 24, 24, 25, 26, 26, 27, 27, 29, 30, 30, 32, 33, 33, 35, 35, 36, 36, 38, 38, 38, 39, 41, 43, 44, 45, 46, 46, 46, 47, 47, 47, 48, 49, 50, 50, 50, 50, 51, 51, 51, 52, 52, 52, 53, 56, 57, 58, 59, 62, 63, 63, 64, 65, 65, 66, 69, 70, 74, 75, 76, 80, 81, 83, 84, 84, 89, 90, 92, 92, 93, 94, 97, 98, 99, 99, 99, 100, 101, 106, 108, 111, 112, 116, 119, 121, 122, 122, 123, 126, 128, 128, 128, 133, 139, 139, 140, 142, 142, 147, 147, 150, 159, 161, 162, 162, 173, 174, 176, 182, 185, 185, 191, 202, 207, 214, 216, 220, 226, 233, 236, 242, 243, 252, 255, 259, 262, 275, 278, 280, 285, 286, 294, 295, 304, 320, 328, 329, 329, 329, 335, 336, 337, 339, 349, 350, 363, 372, 376, 377, 380, 383, 386, 392, 401, 406, 407, 408, 411, 417, 418, 429, 431, 439, 457, 459, 465, 467, 497, 506, 512, 516, 517, 526, 528, 537, 574, 589, 608, 617, 627, 634, 647, 714, 729, 729, 732, 732, 736, 739, 740, 744, 766, 786, 791, 822, 838, 847, 883, 888, 911, 914, 920, 927, 955, 962, 979, 989, 1001, 1006, 1033, 1046, 1047, 1049, 1088, 1098, 1128, 1195, 1211, 1252, 1260, 1288, 1317, 1337, 1372, 1376, 1380, 1419, 1473, 1474, 1484, 1490, 1554, 1573, 1641, 1715, 1734, 1851, 1897, 1980, 2016, 2076, 2121, 2148, 2162, 2217, 2227, 2262, 2313, 2320, 2331, 2338, 2372, 2382, 2463, 2501, 2653, 2691, 2693, 2807, 2882, 2892, 2970, 3096, 3101, 3145, 3167, 3280, 3384, 3514, 3558, 3639, 3859, 3914, 4006, 4022, 4133, 4330, 4345, 4522, 4582, 4744, 4779, 4825, 4962, 4965, 5360, 5842, 5988, 6037, 6309, 6726, 6932, 7059, 7085, 7255, 7265, 7467, 7728, 8446, 8629, 8709, 8952, 9240, 9402, 9407, 9806, 10331, 11254, 11292, 13429, 15268, 16100, 17725, 18669, 20044, 20132, 27445, 28157, 28914, 28914, 29508, 29925, 30010, 33925, 34659, 34702, 46497]"
       ]
      }
     ],
     "prompt_number": 12
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "Gnuplot::Plot.new do |plot|  \n",
      "  plot.xrange '[0:n_counts.length]'\n",
      "  plot.yrange '[0:n_counts.collect{|c| c[:count]}.max]'\n",
      "  plot.title  'Node Edit Distribution'\n",
      "  plot.ylabel 'Number of Nodes Edited'\n",
      "  plot.xlabel 'irrelevant'\n",
      "#   plot.logscale 'y'\n",
      "\n",
      "  plot.data << Gnuplot::DataSet.new( [n_counts.collect{|c| c[\"count\"]}.sort] ) do |ds|\n",
      "    ds.with = \"linespoints\"\n",
      "    ds.notitle\n",
      "  end\n",
      "\n",
      "#   plot.data << Gnuplot::DataSet.new( [$osm_areas.sort] ) do |ds|\n",
      "#     ds.with = \"linespoints\"\n",
      "#     ds.notitle\n",
      "#   end\n",
      "end"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
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       "prompt_number": 13,
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        "\t<use xlink:href='#gpPt7' id='gpPt8' fill='currentColor' stroke='none'/>\n",
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        "\t\t<text><tspan font-family=\"Arial\" > 0</tspan></text>\n",
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        "\t\t<text><tspan font-family=\"Arial\" > 20000</tspan></text>\n",
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        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M88.5,238.2 L97.5,238.2 M575.0,238.2 L566.0,238.2  '/>\t<g transform=\"translate(80.2,242.7)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"end\">\n",
        "\t\t<text><tspan font-family=\"Arial\" > 25000</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M88.5,201.4 L97.5,201.4 M575.0,201.4 L566.0,201.4  '/>\t<g transform=\"translate(80.2,205.9)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"end\">\n",
        "\t\t<text><tspan font-family=\"Arial\" > 30000</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M88.5,164.6 L97.5,164.6 M575.0,164.6 L566.0,164.6  '/>\t<g transform=\"translate(80.2,169.1)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"end\">\n",
        "\t\t<text><tspan font-family=\"Arial\" > 35000</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M88.5,127.8 L97.5,127.8 M575.0,127.8 L566.0,127.8  '/>\t<g transform=\"translate(80.2,132.3)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"end\">\n",
        "\t\t<text><tspan font-family=\"Arial\" > 40000</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M88.5,90.9 L97.5,90.9 M575.0,90.9 L566.0,90.9  '/>\t<g transform=\"translate(80.2,95.4)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"end\">\n",
        "\t\t<text><tspan font-family=\"Arial\" > 45000</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M88.5,54.1 L97.5,54.1 M575.0,54.1 L566.0,54.1  '/>\t<g transform=\"translate(80.2,58.6)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"end\">\n",
        "\t\t<text><tspan font-family=\"Arial\" > 50000</tspan></text>\n",
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        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M88.5,422.4 L88.5,413.4 M88.5,54.1 L88.5,63.1  '/>\t<g transform=\"translate(88.5,444.9)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"middle\">\n",
        "\t\t<text><tspan font-family=\"Arial\" > 0</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
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        "\t\t<text><tspan font-family=\"Arial\" > 50</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M196.6,422.4 L196.6,413.4 M196.6,54.1 L196.6,63.1  '/>\t<g transform=\"translate(196.6,444.9)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"middle\">\n",
        "\t\t<text><tspan font-family=\"Arial\" > 100</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
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        "\t\t<text><tspan font-family=\"Arial\" > 150</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M304.7,422.4 L304.7,413.4 M304.7,54.1 L304.7,63.1  '/>\t<g transform=\"translate(304.7,444.9)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"middle\">\n",
        "\t\t<text><tspan font-family=\"Arial\" > 200</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M358.8,422.4 L358.8,413.4 M358.8,54.1 L358.8,63.1  '/>\t<g transform=\"translate(358.8,444.9)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"middle\">\n",
        "\t\t<text><tspan font-family=\"Arial\" > 250</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M412.8,422.4 L412.8,413.4 M412.8,54.1 L412.8,63.1  '/>\t<g transform=\"translate(412.8,444.9)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"middle\">\n",
        "\t\t<text><tspan font-family=\"Arial\" > 300</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M466.9,422.4 L466.9,413.4 M466.9,54.1 L466.9,63.1  '/>\t<g transform=\"translate(466.9,444.9)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"middle\">\n",
        "\t\t<text><tspan font-family=\"Arial\" > 350</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M520.9,422.4 L520.9,413.4 M520.9,54.1 L520.9,63.1  '/>\t<g transform=\"translate(520.9,444.9)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"middle\">\n",
        "\t\t<text><tspan font-family=\"Arial\" > 400</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M575.0,422.4 L575.0,413.4 M575.0,54.1 L575.0,63.1  '/>\t<g transform=\"translate(575.0,444.9)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"middle\">\n",
        "\t\t<text><tspan font-family=\"Arial\" > 450</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "</g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<path stroke='black'  d='M88.5,54.1 L88.5,422.4 L575.0,422.4 L575.0,54.1 L88.5,54.1 Z  '/></g>\n",
        "<g fill=\"none\" color=\"black\" stroke=\"currentColor\" stroke-width=\"1.00\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\">\n",
        "\t<g transform=\"translate(17.6,238.3) rotate(270)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"middle\">\n",
        "\t\t<text><tspan font-family=\"Arial\" >Number of Nodes Edited</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
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        "\t<g transform=\"translate(331.7,471.9)\" stroke=\"none\" fill=\"black\" font-family=\"Arial\" font-size=\"12.00\"  text-anchor=\"middle\">\n",
        "\t\t<text><tspan font-family=\"Arial\" >irrelevant</tspan></text>\n",
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        "\t\t<text><tspan font-family=\"Arial\" >Node Edit Distribution</tspan></text>\n",
        "\t</g>\n",
        "</g>\n",
        "\t<g id=\"gnuplot_plot_1\" ><title>gnuplot_plot_1</title>\n",
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       "text": [
        "#<Gnuplot::Plot:0x007fa1c11687e8 @cmd=\"plot\", @settings=[[:set, \"xrange\", \"[0:n_counts.length]\"], [:set, \"yrange\", \"[0:n_counts.collect{|c| c[:count]}.max]\"], [:set, \"title\", \"\\\"Node Edit Distribution\\\"\"], [:set, \"ylabel\", \"\\\"Number of Nodes Edited\\\"\"], [:set, \"xlabel\", \"\\\"irrelevant\\\"\"], [:set, \"terminal\", \"svg enhanced\"], [:set, \"output\", \"\\\"/var/folders/hd/86857qy13rl7zlkvph5q9wvr0000gn/T/plot20150915-83816-uwqgcn\\\"\"]], @arbitrary_lines=[], @data=[#<Gnuplot::DataSet:0x007fa1c118b630 @data=[[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 4, 4, 4, 4, 5, 5, 5, 5, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 7, 7, 8, 8, 10, 10, 10, 10, 10, 10, 10, 11, 11, 11, 12, 12, 12, 13, 13, 14, 14, 14, 14, 15, 15, 15, 17, 18, 19, 20, 20, 20, 22, 22, 23, 23, 24, 24, 24, 24, 25, 26, 26, 27, 27, 29, 30, 30, 32, 33, 33, 35, 35, 36, 36, 38, 38, 38, 39, 41, 43, 44, 45, 46, 46, 46, 47, 47, 47, 48, 49, 50, 50, 50, 50, 51, 51, 51, 52, 52, 52, 53, 56, 57, 58, 59, 62, 63, 63, 64, 65, 65, 66, 69, 70, 74, 75, 76, 80, 81, 83, 84, 84, 89, 90, 92, 92, 93, 94, 97, 98, 99, 99, 99, 100, 101, 106, 108, 111, 112, 116, 119, 121, 122, 122, 123, 126, 128, 128, 128, 133, 139, 139, 140, 142, 142, 147, 147, 150, 159, 161, 162, 162, 173, 174, 176, 182, 185, 185, 191, 202, 207, 214, 216, 220, 226, 233, 236, 242, 243, 252, 255, 259, 262, 275, 278, 280, 285, 286, 294, 295, 304, 320, 328, 329, 329, 329, 335, 336, 337, 339, 349, 350, 363, 372, 376, 377, 380, 383, 386, 392, 401, 406, 407, 408, 411, 417, 418, 429, 431, 439, 457, 459, 465, 467, 497, 506, 512, 516, 517, 526, 528, 537, 574, 589, 608, 617, 627, 634, 647, 714, 729, 729, 732, 732, 736, 739, 740, 744, 766, 786, 791, 822, 838, 847, 883, 888, 911, 914, 920, 927, 955, 962, 979, 989, 1001, 1006, 1033, 1046, 1047, 1049, 1088, 1098, 1128, 1195, 1211, 1252, 1260, 1288, 1317, 1337, 1372, 1376, 1380, 1419, 1473, 1474, 1484, 1490, 1554, 1573, 1641, 1715, 1734, 1851, 1897, 1980, 2016, 2076, 2121, 2148, 2162, 2217, 2227, 2262, 2313, 2320, 2331, 2338, 2372, 2382, 2463, 2501, 2653, 2691, 2693, 2807, 2882, 2892, 2970, 3096, 3101, 3145, 3167, 3280, 3384, 3514, 3558, 3639, 3859, 3914, 4006, 4022, 4133, 4330, 4345, 4522, 4582, 4744, 4779, 4825, 4962, 4965, 5360, 5842, 5988, 6037, 6309, 6726, 6932, 7059, 7085, 7255, 7265, 7467, 7728, 8446, 8629, 8709, 8952, 9240, 9402, 9407, 9806, 10331, 11254, 11292, 13429, 15268, 16100, 17725, 18669, 20044, 20132, 27445, 28157, 28914, 28914, 29508, 29925, 30010, 33925, 34659, 34702, 46497]], @axes=nil, @smooth=nil, @matrix=nil, @linecolor=nil, @linewidth=nil, @using=nil, @with=\"linespoints\", @title=\"notitle\">]>"
       ]
      }
     ],
     "prompt_number": 13
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "puts \"Over 1000: #{n_counts.select{|x| x[\"count\"] >= 1000}.count/ total_c_set_users*100} Percent\"\n",
      "puts \"Between 10 - 1000: #{n_counts.select{|x| x[\"count\"] >= 10 and x[\"count\"] < 1000}.count/ total_c_set_users*100} Percent\"\n",
      "puts \"Under 10: #{n_counts.select{|x| x[\"count\"] < 10}.count/ total_c_set_users*100} Percent\""
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "Over 1000: 26.96629213483146 Percent\n"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "Between 10 - 1000: 54.157303370786515 Percent\n"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "Under 10: 13.03370786516854 Percent\n"
       ]
      }
     ],
     "prompt_number": 47
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "new_node_counts = JSON.parse(File.read('new_node_counts.json'));nil"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 48
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "puts \"Over 1000: #{new_node_counts.select{|x| x[\"count\"] >= 1000}.count/ total_c_set_users*100} Percent\"\n",
      "puts \"Between 10 - 1000: #{new_node_counts.select{|x| x[\"count\"] >= 10 and x[\"count\"] < 1000}.count/ total_c_set_users*100} Percent\"\n",
      "puts \"Under 10: #{new_node_counts.select{|x| x[\"count\"] < 10}.count/ total_c_set_users*100} Percent\""
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "Over 1000: 23.595505617977526 Percent\n"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "Between 10 - 1000: 46.06741573033708 Percent\n"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "Under 10: 9.213483146067416 Percent\n"
       ]
      }
     ],
     "prompt_number": 49
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": []
    }
   ],
   "metadata": {}
  }
 ]
}