michalskop · August 29, 2015 14:27
diff --git a/all_data.csv b/all_data.csv
diff --git a/all_data_ten.csv b/all_data_ten.csv
diff --git a/all_data_ten_1.csv b/all_data_ten_1.csv
diff --git a/all_data_ten_2.csv b/all_data_ten_2.csv
diff --git a/all_data_ten_4.csv b/all_data_ten_4.csv
diff --git a/all_data_ten_5.csv b/all_data_ten_5.csv
diff --git a/all_data_ten_6.csv b/all_data_ten_6.csv
diff --git a/average_distance.py b/average_distance.py
 import csv

 li1 = ['pirati']
 li2 = ['kdu-csl']

 distances = []
 with open("distances.csv") as f:
    csvr = csv.DictReader(f)
    for r in csvr:
        distances.append(r)

 meta = {}
 with open("all_data.csv") as f:
    csvr = csv.DictReader(f)
    for r in csvr:
        meta[r['voter_id']] = r

 s = 0
 n = 0
 data = []
 for r in distances:
    if (meta[r['voter_id1']]['group_id'] in li1) and (meta[r['voter_id2']]['group_id'] in li2):
 #    if r['voter_id2'] == 'president_1' and (meta[r['voter_id1']]['group_id'] in li2):
        s += float(r['sum'])
        n += int(r['n'])
        data.append([r['distance'],r['n']])

 print(s/n,s,n)

 with open("tmp.csv","w") as fout:
    csvw = csv.writer(fout)
    for row in data:
        csvw.writerow(row) 
diff --git a/c1.html b/c1.html
 <!DOCTYPE html>
 <html lang="en">
  <head>
    <meta charset="utf-8">
    <title>W-PCA Scatterplot Chart</title>
 	<meta name="viewport" content="width=device-width, initial-scale=1.0">
    <meta name="description" content="WPCA scatter plot">
    <meta name="author" content="Michal Škop">
 	
    <script src="http://d3js.org/d3.v3.min.js"></script>
    <script src="./d3.scatterplotwithlineplot.js"></script>
    <script src="./d3.tips.js"></script>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootswatch/3.3.5/united/bootstrap.min.css">

    <style type="text/css">
 			
 			/* note: we duplicate some of the styles (css, and as attributes of svg elements), so FF displays it correctly, and it is possible to generate png */
 			.tick {
 			  fill-opacity: 0;
 			  stroke: #000000;
 			  stroke-width: 1;
 			}
 			
 			.domain {
 			    fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 			}
 			.axis line {
 				fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 				shape-rendering: crispEdges;
 			}
 			
 			.axis text {
 				font-family: sans-serif;
 				font-size: 11px;
 				stroke: gray;
 			}
 			circle:hover {
 			  fill-opacity: 1;
 			}
 			.label {
 			  font-family: sans-serif;
 			  font-size: 15px;
 			}

 			.d3-tip {
                line-height: 1;
                font-weight: bold;
                padding: 12px;
                background: rgba(0, 0, 0, 0.8);
                color: #fff;
                border-radius: 2px;
                pointer-events: none;
                max-width: 400px;
            }
            /* Creates a small triangle extender for the tooltip */
            .d3-tip:after {
                box-sizing: border-box;
                display: inline;
                font-size: 10px;
                width: 100%;
                line-height: 1;
                color: rgba(0, 0, 0, 0.8);
                position: absolute;
                pointer-events: none;
            }
            /* Northward tooltips */
            .d3-tip:after {
                content: "\25BC";
                margin: -1px 0 0 0;
                top: 100%;
                left: 0;
                text-align: center;
            }
            line {
             stroke:gray;
             stroke-width:0;
             opacity: .3;
            }
            .perfect {
              stroke: gray;
              stroke-width:0;
              opacity: 0.7;
            }
            #chart {
              padding-top:30px;
            }
 		</style>
  </head>
  <body>
    <nav class="navbar navbar-default">
      <div class="container">
        <div class="navbar-header">
          <h2>Spatial distribution of Czech political parties based on their answers in VAA <a href="http://volebnikalkulacka.cz" class="text-success">VolebniKalkulacka.cz</a> before general elections 2013</h2>
        </div>
      </div>
    </nav>
    <div id="chart"></div>
    <div class="alert alert-info">
      <p>Each bubble represents one political party, the size represents election result.
      <p><a href="http://bl.ocks.org/michalskop/8514867">W-PCA</a> model is used, the model is estimated using 10 biggest parties, the others were projected into the model.

    
 <script type="text/javascript">

 d3.csv("all_data_ten_1.csv", function(voters) {
    d3.csv("cutting_lines_ten.csv", function(lines) {
        linesselected = [];
        for (k in lines) {
          if ((parseFloat(lines[k]['loss']) < 1.5) && (parseFloat(lines[k]['cl_beta0']) < 50)) {
              beta = [lines[k]['normal_x'],lines[k]['normal_y']];
              beta0 = lines[k]['cl_beta0'];
              if (beta[1] != 0) {
                lines[k]['a'] = -beta0/beta[1];
                lines[k]['b'] = -beta[0]/beta[1];
              } else {
                lines[k]['a'] = 0;
                lines[k]['b'] = 0;
              }
              //add class for a perfect cut:
              if (lines[k]['loss'] == 0) {
                lines[k]['class'] = 'perfect';
              } else {
                lines[k]['class'] = 'non-perfect';
              }
              lines[k]['name'] = lines[k]["motion:name"];
              linesselected.push(lines[k]);
          }
        }

        spdata = [];
        voters.forEach(function(d) {
          spdata.push({"x":d["wpca:d1"],"y":d["wpca:d2"],"r":d["r"],"color":d["color"],"name":d["name"],"opacity":d["opacity"]})
        });
        var scatterplotwithlineplot = [{
          "data": spdata,
          "margin": {top: 10, right: 10, bottom: 30, left: 30},
          "axes": {"labels":{"x":"DIM 1", "y":"DIM 2"}},
          "minmax":{"x":{'min':-1,'max':1},"y":{'min':-1,'max':1},"r":{'min':0,'max':1},"rrange":{'min':0,'max':100}},
          "size":{"width":500,"height":500},
          "lines": linesselected
        }];

         var svg = d3.select("#chart")
            .append("svg")
            .attr("width",scatterplotwithlineplot[0]['size']['width'])
            .attr("height",scatterplotwithlineplot[0]['size']['height']);
            
        /* Initialize tooltip */
        tip = d3.tip().attr('class', 'd3-tip').html(function(d) { 
          return "<span class=\'stronger\'>" + d["name"] + "</span><br>";
        });

        /* Invoke the tip in the context of your visualization */
        svg.call(tip)

        var sp = d3.scatterplotwithlineplot()
            .data(function(d) {return d.data})
            .margin(function(d) {return d.margin})
            .axes(function(d) {return d.axes})
            .minmax(function(d) {return d.minmax})
            .size(function(d) {return d.size})
            .lines(function(d) {return d.lines})

        var scatter = svg.selectAll(".scatterplot")
            .data(scatterplotwithlineplot)
          .enter()
            .append("svg:g")
            .attr("transform", "translate(" + scatterplotwithlineplot[0].margin.left + "," + scatterplotwithlineplot[0].margin.top + ")")
            .call(sp);
    })
 })
 </script>
  </body>
 </html>
diff --git a/c2.html b/c2.html
 <!DOCTYPE html>
 <html lang="en">
  <head>
    <meta charset="utf-8">
    <title>W-PCA Scatterplot Chart</title>
 	<meta name="viewport" content="width=device-width, initial-scale=1.0">
    <meta name="description" content="WPCA scatter plot">
    <meta name="author" content="Michal Škop">
 	
    <script src="http://d3js.org/d3.v3.min.js"></script>
    <script src="./d3.scatterplotwithlineplot.js"></script>
    <script src="./d3.tips.js"></script>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootswatch/3.3.5/united/bootstrap.min.css">
    <style type="text/css">
 			
 			/* note: we duplicate some of the styles (css, and as attributes of svg elements), so FF displays it correctly, and it is possible to generate png */
 			.tick {
 			  fill-opacity: 0;
 			  stroke: #000000;
 			  stroke-width: 1;
 			}
 			
 			.domain {
 			    fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 			}
 			.axis line {
 				fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 				shape-rendering: crispEdges;
 			}
 			
 			.axis text {
 				font-family: sans-serif;
 				font-size: 11px;
 				stroke: gray;
 			}
 			circle:hover {
 			  fill-opacity: 1;
 			}
 			.label {
 			  font-family: sans-serif;
 			  font-size: 15px;
 			}

 			.d3-tip {
                line-height: 1;
                font-weight: bold;
                padding: 12px;
                background: rgba(0, 0, 0, 0.8);
                color: #fff;
                border-radius: 2px;
                pointer-events: none;
                max-width: 400px;
            }
            /* Creates a small triangle extender for the tooltip */
            .d3-tip:after {
                box-sizing: border-box;
                display: inline;
                font-size: 10px;
                width: 100%;
                line-height: 1;
                color: rgba(0, 0, 0, 0.8);
                position: absolute;
                pointer-events: none;
            }
            /* Northward tooltips */
            .d3-tip:after {
                content: "\25BC";
                margin: -1px 0 0 0;
                top: 100%;
                left: 0;
                text-align: center;
            }
            line {
             stroke:gray;
             stroke-width:1;
             opacity: .3;
            }
            .perfect {
              stroke: gray;
              stroke-width:2;
              opacity: 0.7;
            }
            #chart {
              margin-top:30px;
            }
 		</style>
  </head>
  <body>
    <nav class="navbar navbar-default">
      <div class="container">
        <div class="navbar-header">
          <h2>Spatial distribution of Czech political parties based on their answers in VAA <a href="http://volebnikalkulacka.cz" class="text-success">VolebniKalkulacka.cz</a> before general elections 2013</h2>
        </div>
      </div>
    </nav>
    <div id="chart"></div>
    <div class="alert alert-info">
      <p>Each bubble represents one political party, the size represents election result.
      <p>Each line represents one question in the VAA (it is its cutting line)
      <p><a href="http://bl.ocks.org/michalskop/8514867">W-PCA</a> model is used, the model is estimated using 10 biggest parties, the others were projected into the model.

    
 <script type="text/javascript">

 d3.csv("all_data_ten_1.csv", function(voters) {
    d3.csv("cutting_lines_ten.csv", function(lines) {
        linesselected = [];
        for (k in lines) {
          if ((parseFloat(lines[k]['loss']) < 1.5) && (parseFloat(lines[k]['cl_beta0']) < 50)) {
              beta = [lines[k]['normal_x'],lines[k]['normal_y']];
              beta0 = lines[k]['cl_beta0'];
              if (beta[1] != 0) {
                lines[k]['a'] = -beta0/beta[1];
                lines[k]['b'] = -beta[0]/beta[1];
              } else {
                lines[k]['a'] = 0;
                lines[k]['b'] = 0;
              }
              //add class for a perfect cut:
              if (lines[k]['loss'] == 0) {
                lines[k]['class'] = 'perfect';
              } else {
                lines[k]['class'] = 'non-perfect';
              }
              lines[k]['name'] = lines[k]["motion:name"];
              linesselected.push(lines[k]);
          }
        }

        spdata = [];
        voters.forEach(function(d) {
          spdata.push({"x":d["wpca:d1"],"y":d["wpca:d2"],"r":d["r"],"color":d["color"],"name":d["name"],"opacity":d["opacity"]})
        });
        var scatterplotwithlineplot = [{
          "data": spdata,
          "margin": {top: 10, right: 10, bottom: 30, left: 30},
          "axes": {"labels":{"x":"DIM 1", "y":"DIM 2"}},
          "minmax":{"x":{'min':-1,'max':1},"y":{'min':-1,'max':1},"r":{'min':0,'max':1},"rrange":{'min':0,'max':100}},
          "size":{"width":500,"height":500},
          "lines": linesselected
        }];

         var svg = d3.select("#chart")
            .append("svg")
            .attr("width",scatterplotwithlineplot[0]['size']['width'])
            .attr("height",scatterplotwithlineplot[0]['size']['height']);
            
        /* Initialize tooltip */
        tip = d3.tip().attr('class', 'd3-tip').html(function(d) { 
          return "<span class=\'stronger\'>" + d["name"] + "</span><br>";
        });

        /* Invoke the tip in the context of your visualization */
        svg.call(tip)

        var sp = d3.scatterplotwithlineplot()
            .data(function(d) {return d.data})
            .margin(function(d) {return d.margin})
            .axes(function(d) {return d.axes})
            .minmax(function(d) {return d.minmax})
            .size(function(d) {return d.size})
            .lines(function(d) {return d.lines})

        var scatter = svg.selectAll(".scatterplot")
            .data(scatterplotwithlineplot)
          .enter()
            .append("svg:g")
            .attr("transform", "translate(" + scatterplotwithlineplot[0].margin.left + "," + scatterplotwithlineplot[0].margin.top + ")")
            .call(sp);
    })
 })
 </script>
  </body>
 </html>
diff --git a/c3.html b/c3.html
 <!DOCTYPE html>
 <html lang="en">
  <head>
    <meta charset="utf-8">
    <title>W-PCA Scatterplot Chart</title>
 	<meta name="viewport" content="width=device-width, initial-scale=1.0">
    <meta name="description" content="WPCA scatter plot">
    <meta name="author" content="Michal Škop">
 	
    <script src="http://d3js.org/d3.v3.min.js"></script>
    <script src="./d3.scatterplotwithlineplot.js"></script>
    <script src="./d3.tips.js"></script>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootswatch/3.3.5/united/bootstrap.min.css">

    <style type="text/css">
 			
 			/* note: we duplicate some of the styles (css, and as attributes of svg elements), so FF displays it correctly, and it is possible to generate png */
 			.tick {
 			  fill-opacity: 0;
 			  stroke: #000000;
 			  stroke-width: 1;
 			}
 			
 			.domain {
 			    fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 			}
 			.axis line {
 				fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 				shape-rendering: crispEdges;
 			}
 			
 			.axis text {
 				font-family: sans-serif;
 				font-size: 11px;
 				stroke: gray;
 			}
 			circle:hover {
 			  fill-opacity: 1;
 			}
 			.label {
 			  font-family: sans-serif;
 			  font-size: 15px;
 			}

 			.d3-tip {
                line-height: 1;
                font-weight: bold;
                padding: 12px;
                background: rgba(0, 0, 0, 0.8);
                color: #fff;
                border-radius: 2px;
                pointer-events: none;
                max-width: 400px;
            }
            /* Creates a small triangle extender for the tooltip */
            .d3-tip:after {
                box-sizing: border-box;
                display: inline;
                font-size: 10px;
                width: 100%;
                line-height: 1;
                color: rgba(0, 0, 0, 0.8);
                position: absolute;
                pointer-events: none;
            }
            /* Northward tooltips */
            .d3-tip:after {
                content: "\25BC";
                margin: -1px 0 0 0;
                top: 100%;
                left: 0;
                text-align: center;
            }
            line {
             stroke:gray;
             stroke-width:0;
             opacity: .3;
            }
            .perfect {
              stroke: gray;
              stroke-width:0;
              opacity: 0.7;
            }
            #chart {
              margin-top:30px;
            }
 		</style>
  </head>
  <body>
    <nav class="navbar navbar-default">
      <div class="container">
        <div class="navbar-header">
          <h2>Spatial distribution of Czech presidential candidates and political parties based on their answers in VAA <a href="http://volebnikalkulacka.cz" class="text-success">VolebniKalkulacka.cz</a> before elections 2013</h2>
        </div>
      </div>
    </nav>
    <div id="chart"></div>
    <div class="alert alert-info">
      <p>Each solid bubble represents one presidential candidate, the size represents election result.
      <p>Each empty bubble represents one political party, the size represents election result.
      <p><a href="http://bl.ocks.org/michalskop/8514867">W-PCA</a> model is used, the model is estimated using 10 biggest parties, the other parties and the presidential candidates were projected into the model.

    
 <script type="text/javascript">

 d3.csv("all_data_ten_2.csv", function(voters) {
    d3.csv("cutting_lines_ten.csv", function(lines) {
        linesselected = [];
        for (k in lines) {
          if ((parseFloat(lines[k]['loss']) < 1.5) && (parseFloat(lines[k]['cl_beta0']) < 50)) {
              beta = [lines[k]['normal_x'],lines[k]['normal_y']];
              beta0 = lines[k]['cl_beta0'];
              if (beta[1] != 0) {
                lines[k]['a'] = -beta0/beta[1];
                lines[k]['b'] = -beta[0]/beta[1];
              } else {
                lines[k]['a'] = 0;
                lines[k]['b'] = 0;
              }
              //add class for a perfect cut:
              if (lines[k]['loss'] == 0) {
                lines[k]['class'] = 'perfect';
              } else {
                lines[k]['class'] = 'non-perfect';
              }
              lines[k]['name'] = lines[k]["motion:name"];
              linesselected.push(lines[k]);
          }
        }

        spdata = [];
        voters.forEach(function(d) {
          spdata.push({"x":d["wpca:d1"],"y":d["wpca:d2"],"r":d["r"],"color":d["color"],"name":d["name"],"opacity":d["opacity"]})
        });
        var scatterplotwithlineplot = [{
          "data": spdata,
          "margin": {top: 10, right: 10, bottom: 30, left: 30},
          "axes": {"labels":{"x":"DIM 1", "y":"DIM 2"}},
          "minmax":{"x":{'min':-1,'max':1},"y":{'min':-1,'max':1},"r":{'min':0,'max':1},"rrange":{'min':0,'max':100}},
          "size":{"width":500,"height":500},
          "lines": linesselected
        }];

         var svg = d3.select("#chart")
            .append("svg")
            .attr("width",scatterplotwithlineplot[0]['size']['width'])
            .attr("height",scatterplotwithlineplot[0]['size']['height']);
            
        /* Initialize tooltip */
        tip = d3.tip().attr('class', 'd3-tip').html(function(d) { 
          return "<span class=\'stronger\'>" + d["name"] + "</span><br>";
        });

        /* Invoke the tip in the context of your visualization */
        svg.call(tip)

        var sp = d3.scatterplotwithlineplot()
            .data(function(d) {return d.data})
            .margin(function(d) {return d.margin})
            .axes(function(d) {return d.axes})
            .minmax(function(d) {return d.minmax})
            .size(function(d) {return d.size})
            .lines(function(d) {return d.lines})

        var scatter = svg.selectAll(".scatterplot")
            .data(scatterplotwithlineplot)
          .enter()
            .append("svg:g")
            .attr("transform", "translate(" + scatterplotwithlineplot[0].margin.left + "," + scatterplotwithlineplot[0].margin.top + ")")
            .call(sp);
    })
 })
 </script>
  </body>
 </html>
diff --git a/c4.html b/c4.html
 <!DOCTYPE html>
 <html lang="en">
  <head>
    <meta charset="utf-8">
    <title>W-PCA Scatterplot Chart</title>
 	<meta name="viewport" content="width=device-width, initial-scale=1.0">
    <meta name="description" content="WPCA scatter plot">
    <meta name="author" content="Michal Škop">
 	
    <script src="http://d3js.org/d3.v3.min.js"></script>
    <script src="./d3.scatterplotwithlineplot.js"></script>
    <script src="./d3.tips.js"></script>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootswatch/3.3.5/united/bootstrap.min.css">

    <style type="text/css">
 			
 			/* note: we duplicate some of the styles (css, and as attributes of svg elements), so FF displays it correctly, and it is possible to generate png */
 			.tick {
 			  fill-opacity: 0;
 			  stroke: #000000;
 			  stroke-width: 1;
 			}
 			
 			.domain {
 			    fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 			}
 			.axis line {
 				fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 				shape-rendering: crispEdges;
 			}
 			
 			.axis text {
 				font-family: sans-serif;
 				font-size: 11px;
 				stroke: gray;
 			}
 			circle:hover {
 			  fill-opacity: 1;
 			}
 			.label {
 			  font-family: sans-serif;
 			  font-size: 15px;
 			}

 			.d3-tip {
                line-height: 1;
                font-weight: bold;
                padding: 12px;
                background: rgba(0, 0, 0, 0.8);
                color: #fff;
                border-radius: 2px;
                pointer-events: none;
                max-width: 400px;
            }
            /* Creates a small triangle extender for the tooltip */
            .d3-tip:after {
                box-sizing: border-box;
                display: inline;
                font-size: 10px;
                width: 100%;
                line-height: 1;
                color: rgba(0, 0, 0, 0.8);
                position: absolute;
                pointer-events: none;
            }
            /* Northward tooltips */
            .d3-tip:after {
                content: "\25BC";
                margin: -1px 0 0 0;
                top: 100%;
                left: 0;
                text-align: center;
            }
            line {
             stroke:gray;
             stroke-width:0;
             opacity: .3;
            }
            .perfect {
              stroke: gray;
              stroke-width:0;
              opacity: 0.7;
            }
            #chart {
              margin-top:30px;
            }
 		</style>
  </head>
  <body>
    <nav class="navbar navbar-default">
      <div class="container">
        <div class="navbar-header">
          <h2>Spatial distribution of Czech senate candidates and political parties based on their answers in VAA <a href="http://volebnikalkulacka.cz" class="text-success">VolebniKalkulacka.cz</a> before elections 2012-2014</h2>
        </div>
      </div>
    </nav>
    <div id="chart"></div>
    <div class="alert alert-info">
      <p>Each small solid bubble represents one senate candidate.
      <p>Each empty bubble represents one political party, the size represents election result.
      <p><a href="http://bl.ocks.org/michalskop/8514867">W-PCA</a> model is used, the model is estimated using 10 biggest parties, the other parties and the senate candidates were projected into the model.

    
 <script type="text/javascript">

 d3.csv("all_data_ten_4.csv", function(voters) {
    d3.csv("cutting_lines_ten.csv", function(lines) {
        linesselected = [];
        for (k in lines) {
          if ((parseFloat(lines[k]['loss']) < 1.5) && (parseFloat(lines[k]['cl_beta0']) < 50)) {
              beta = [lines[k]['normal_x'],lines[k]['normal_y']];
              beta0 = lines[k]['cl_beta0'];
              if (beta[1] != 0) {
                lines[k]['a'] = -beta0/beta[1];
                lines[k]['b'] = -beta[0]/beta[1];
              } else {
                lines[k]['a'] = 0;
                lines[k]['b'] = 0;
              }
              //add class for a perfect cut:
              if (lines[k]['loss'] == 0) {
                lines[k]['class'] = 'perfect';
              } else {
                lines[k]['class'] = 'non-perfect';
              }
              lines[k]['name'] = lines[k]["motion:name"];
              linesselected.push(lines[k]);
          }
        }

        spdata = [];
        voters.forEach(function(d) {
          spdata.push({"x":d["wpca:d1"],"y":d["wpca:d2"],"r":d["r"],"color":d["color"],"name":d["name"],"opacity":d["opacity"]})
        });
        var scatterplotwithlineplot = [{
          "data": spdata,
          "margin": {top: 10, right: 10, bottom: 30, left: 30},
          "axes": {"labels":{"x":"DIM 1", "y":"DIM 2"}},
          "minmax":{"x":{'min':-1,'max':1},"y":{'min':-1,'max':1},"r":{'min':0,'max':1},"rrange":{'min':0,'max':100}},
          "size":{"width":500,"height":500},
          "lines": linesselected
        }];

         var svg = d3.select("#chart")
            .append("svg")
            .attr("width",scatterplotwithlineplot[0]['size']['width'])
            .attr("height",scatterplotwithlineplot[0]['size']['height']);
            
        /* Initialize tooltip */
        tip = d3.tip().attr('class', 'd3-tip').html(function(d) { 
          return "<span class=\'stronger\'>" + d["name"] + "</span><br>";
        });

        /* Invoke the tip in the context of your visualization */
        svg.call(tip)

        var sp = d3.scatterplotwithlineplot()
            .data(function(d) {return d.data})
            .margin(function(d) {return d.margin})
            .axes(function(d) {return d.axes})
            .minmax(function(d) {return d.minmax})
            .size(function(d) {return d.size})
            .lines(function(d) {return d.lines})

        var scatter = svg.selectAll(".scatterplot")
            .data(scatterplotwithlineplot)
          .enter()
            .append("svg:g")
            .attr("transform", "translate(" + scatterplotwithlineplot[0].margin.left + "," + scatterplotwithlineplot[0].margin.top + ")")
            .call(sp);
    })
 })
 </script>
  </body>
 </html>
diff --git a/c5.html b/c5.html
 <!DOCTYPE html>
 <html lang="en">
  <head>
    <meta charset="utf-8">
    <title>W-PCA Scatterplot Chart</title>
 	<meta name="viewport" content="width=device-width, initial-scale=1.0">
    <meta name="description" content="WPCA scatter plot">
    <meta name="author" content="Michal Škop">
 	
    <script src="http://d3js.org/d3.v3.min.js"></script>
    <script src="./d3.scatterplotwithlineplotellipses.js"></script>
    <script src="./d3.tips.js"></script>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootswatch/3.3.5/united/bootstrap.min.css">

    <style type="text/css">
 			
 			/* note: we duplicate some of the styles (css, and as attributes of svg elements), so FF displays it correctly, and it is possible to generate png */
 			.tick {
 			  fill-opacity: 0;
 			  stroke: #000000;
 			  stroke-width: 1;
 			}
 			
 			.domain {
 			    fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 			}
 			.axis line {
 				fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 				shape-rendering: crispEdges;
 			}
 			
 			.axis text {
 				font-family: sans-serif;
 				font-size: 11px;
 				stroke: gray;
 			}
 			circle:hover {
 			  fill-opacity: 1;
 			}
 			.label {
 			  font-family: sans-serif;
 			  font-size: 15px;
 			}

 			.d3-tip {
                line-height: 1;
                font-weight: bold;
                padding: 12px;
                background: rgba(0, 0, 0, 0.8);
                color: #fff;
                border-radius: 2px;
                pointer-events: none;
                max-width: 400px;
            }
            /* Creates a small triangle extender for the tooltip */
            .d3-tip:after {
                box-sizing: border-box;
                display: inline;
                font-size: 10px;
                width: 100%;
                line-height: 1;
                color: rgba(0, 0, 0, 0.8);
                position: absolute;
                pointer-events: none;
            }
            /* Northward tooltips */
            .d3-tip:after {
                content: "\25BC";
                margin: -1px 0 0 0;
                top: 100%;
                left: 0;
                text-align: center;
            }
            line {
             stroke:gray;
             stroke-width:0;
             opacity: .3;
            }
            .perfect {
              stroke: gray;
              stroke-width:0;
              opacity: 0.7;
            }
            #chart {
              margin-top:30px;
            }
 		</style>
  </head>
  <body>
    <nav class="navbar navbar-default">
      <div class="container">
        <div class="navbar-header">
          <h2>Spatial distribution of Czech senate candidates from main parties based on their answers in VAA <a href="http://volebnikalkulacka.cz" class="text-success">VolebniKalkulacka.cz</a> before elections 2012-2014</h2>
        </div>
      </div>
    </nav>
    <div id="chart"></div>
    <div class="alert alert-info">
      <p>Each ellipse represents senate candidates from one political party from elections in 2012 and 2014 (it is 90% prediction interval for the party). Main parties only.
      <p><a href="http://bl.ocks.org/michalskop/8514867">W-PCA</a> model is used, the model is estimated using 10 biggest parties, the other parties and the senate candidates were projected into the model.

    
 <script type="text/javascript">

 d3.csv("all_data_ten_5.csv", function(voters) {
    d3.csv("cutting_lines_ten.csv", function(lines) {
      d3.csv("ellipses.csv", function(ellipses) {
        linesselected = [];
        for (k in lines) {
          if ((parseFloat(lines[k]['loss']) < 1.5) && (parseFloat(lines[k]['cl_beta0']) < 50)) {
              beta = [lines[k]['normal_x'],lines[k]['normal_y']];
              beta0 = lines[k]['cl_beta0'];
              if (beta[1] != 0) {
                lines[k]['a'] = -beta0/beta[1];
                lines[k]['b'] = -beta[0]/beta[1];
              } else {
                lines[k]['a'] = 0;
                lines[k]['b'] = 0;
              }
              //add class for a perfect cut:
              if (lines[k]['loss'] == 0) {
                lines[k]['class'] = 'perfect';
              } else {
                lines[k]['class'] = 'non-perfect';
              }
              lines[k]['name'] = lines[k]["motion:name"];
              linesselected.push(lines[k]);
          }
        }

        spdata = [];
        voters.forEach(function(d) {
          spdata.push({"x":d["wpca:d1"],"y":d["wpca:d2"],"r":d["r"],"color":d["color"],"name":d["name"],"opacity":d["opacity"]})
        });
        
        //ellipses = [{"x":0.1854215,"y":0.1954918,"rx":0.8353391,"ry":0.4825057,"arc":-39.44572, color:"#660066"}];
        
        var scatterplotwithlineplot = [{
          "data": spdata,
          "margin": {top: 10, right: 10, bottom: 30, left: 30},
          "axes": {"labels":{"x":"DIM 1", "y":"DIM 2"}},
          "minmax":{"x":{'min':-1,'max':1},"y":{'min':-1,'max':1},"r":{'min':0,'max':1},"rrange":{'min':0,'max':100}},
          "size":{"width":500,"height":500},
          "lines": linesselected,
          "ellipses": ellipses
        }];

         var svg = d3.select("#chart")
            .append("svg")
            .attr("width",scatterplotwithlineplot[0]['size']['width'])
            .attr("height",scatterplotwithlineplot[0]['size']['height']);
            
        /* Initialize tooltip */
        tip = d3.tip().attr('class', 'd3-tip').html(function(d) { 
          return "<span class=\'stronger\'>" + d["name"] + "</span><br>";
        });

        /* Invoke the tip in the context of your visualization */
        svg.call(tip)

        var sp = d3.scatterplotwithlineplot()
            .data(function(d) {return d.data})
            .margin(function(d) {return d.margin})
            .axes(function(d) {return d.axes})
            .minmax(function(d) {return d.minmax})
            .size(function(d) {return d.size})
            .lines(function(d) {return d.lines})

        var scatter = svg.selectAll(".scatterplot")
            .data(scatterplotwithlineplot)
          .enter()
            .append("svg:g")
            .attr("transform", "translate(" + scatterplotwithlineplot[0].margin.left + "," + scatterplotwithlineplot[0].margin.top + ")")
            .call(sp);
    
      })    
    })
 })
 </script>
  </body>
 </html>
diff --git a/c6.html b/c6.html
 <!DOCTYPE html>
 <html lang="en">
  <head>
    <meta charset="utf-8">
    <title>W-PCA Scatterplot Chart</title>
 	<meta name="viewport" content="width=device-width, initial-scale=1.0">
    <meta name="description" content="WPCA scatter plot">
    <meta name="author" content="Michal Škop">
 	
    <script src="http://d3js.org/d3.v3.min.js"></script>
    <script src="./d3.scatterplotwithlineplotellipses.js"></script>
    <script src="./d3.tips.js"></script>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootswatch/3.3.5/united/bootstrap.min.css">

    <style type="text/css">
 			
 			/* note: we duplicate some of the styles (css, and as attributes of svg elements), so FF displays it correctly, and it is possible to generate png */
 			.tick {
 			  fill-opacity: 0;
 			  stroke: #000000;
 			  stroke-width: 1;
 			}
 			
 			.domain {
 			    fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 			}
 			.axis line {
 				fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 				shape-rendering: crispEdges;
 			}
 			
 			.axis text {
 				font-family: sans-serif;
 				font-size: 11px;
 				stroke: gray;
 			}
 			circle:hover {
 			  fill-opacity: 1;
 			}
 			.label {
 			  font-family: sans-serif;
 			  font-size: 15px;
 			}

 			.d3-tip {
                line-height: 1;
                font-weight: bold;
                padding: 12px;
                background: rgba(0, 0, 0, 0.8);
                color: #fff;
                border-radius: 2px;
                pointer-events: none;
                max-width: 400px;
            }
            /* Creates a small triangle extender for the tooltip */
            .d3-tip:after {
                box-sizing: border-box;
                display: inline;
                font-size: 10px;
                width: 100%;
                line-height: 1;
                color: rgba(0, 0, 0, 0.8);
                position: absolute;
                pointer-events: none;
            }
            /* Northward tooltips */
            .d3-tip:after {
                content: "\25BC";
                margin: -1px 0 0 0;
                top: 100%;
                left: 0;
                text-align: center;
            }
            line {
             stroke:gray;
             stroke-width:0.25;
             opacity: .3;
            }
            .perfect {
              stroke: gray;
              stroke-width:0.25;
              opacity: 0.7;
            }
            #chart {
              margin-top:30px;
            }
 		</style>
  </head>
  <body>
    <nav class="navbar navbar-default">
      <div class="container">
        <div class="navbar-header">
          <h2>Spatial distribution of Czech presidential and senate candidates and political parties based on their answers in VAA <a href="http://volebnikalkulacka.cz" class="text-success">VolebniKalkulacka.cz</a> before elections 2012-2014</h2>
        </div>
      </div>
    </nav>
    <div id="chart"></div>
    <div class="alert alert-info">
      <p>Each bigger solid bubble represents one presidential candidate, the size represents election result.
      <p>Each small solid bubble represents one senate candidate.
      <p>Each empty bubble represents one political party, the size represents election result.
      <p>Each line represents one question in the VAA (it is its cutting line)
      <p>Each ellipse represents senate candidates from one political party from elections in 2012 and 2014 (it is 90% prediction interval for the party). Main parties only.
      <p><a href="http://bl.ocks.org/michalskop/8514867">W-PCA</a> model is used, the model is estimated using 10 biggest parties, the other parties and the senate candidates were projected into the model.

    
 <script type="text/javascript">

 d3.csv("all_data_ten_6.csv", function(voters) {
    d3.csv("cutting_lines_ten.csv", function(lines) {
      d3.csv("ellipses.csv", function(ellipses) {
        linesselected = [];
        for (k in lines) {
          if ((parseFloat(lines[k]['loss']) < 1.5) && (parseFloat(lines[k]['cl_beta0']) < 50)) {
              beta = [lines[k]['normal_x'],lines[k]['normal_y']];
              beta0 = lines[k]['cl_beta0'];
              if (beta[1] != 0) {
                lines[k]['a'] = -beta0/beta[1];
                lines[k]['b'] = -beta[0]/beta[1];
              } else {
                lines[k]['a'] = 0;
                lines[k]['b'] = 0;
              }
              //add class for a perfect cut:
              if (lines[k]['loss'] == 0) {
                lines[k]['class'] = 'perfect';
              } else {
                lines[k]['class'] = 'non-perfect';
              }
              lines[k]['name'] = lines[k]["motion:name"];
              linesselected.push(lines[k]);
          }
        }

        spdata = [];
        voters.forEach(function(d) {
          spdata.push({"x":d["wpca:d1"],"y":d["wpca:d2"],"r":d["r"],"color":d["color"],"name":d["name"],"opacity":d["opacity"]})
        });
        
        //ellipses = [{"x":0.1854215,"y":0.1954918,"rx":0.8353391,"ry":0.4825057,"arc":-39.44572, color:"#660066"}];
        
        var scatterplotwithlineplot = [{
          "data": spdata,
          "margin": {top: 10, right: 10, bottom: 30, left: 30},
          "axes": {"labels":{"x":"DIM 1", "y":"DIM 2"}},
          "minmax":{"x":{'min':-1,'max':1},"y":{'min':-1,'max':1},"r":{'min':0,'max':1},"rrange":{'min':0,'max':100}},
          "size":{"width":500,"height":500},
          "lines": linesselected,
          "ellipses": ellipses
        }];

         var svg = d3.select("#chart")
            .append("svg")
            .attr("width",scatterplotwithlineplot[0]['size']['width'])
            .attr("height",scatterplotwithlineplot[0]['size']['height']);
            
        /* Initialize tooltip */
        tip = d3.tip().attr('class', 'd3-tip').html(function(d) { 
          return "<span class=\'stronger\'>" + d["name"] + "</span><br>";
        });

        /* Invoke the tip in the context of your visualization */
        svg.call(tip)

        var sp = d3.scatterplotwithlineplot()
            .data(function(d) {return d.data})
            .margin(function(d) {return d.margin})
            .axes(function(d) {return d.axes})
            .minmax(function(d) {return d.minmax})
            .size(function(d) {return d.size})
            .lines(function(d) {return d.lines})

        var scatter = svg.selectAll(".scatterplot")
            .data(scatterplotwithlineplot)
          .enter()
            .append("svg:g")
            .attr("transform", "translate(" + scatterplotwithlineplot[0].margin.left + "," + scatterplotwithlineplot[0].margin.top + ")")
            .call(sp);
    
      })    
    })
 })
 </script>
  </body>
 </html>
diff --git a/calculate_distances.py b/calculate_distances.py
 import csv

 def is_number(s):
    try:
        float(s)
        return True
    except ValueError:
        return False

 master = []
 with open("xap_scaled_rot.csv") as f1:
    i = 0
    csvr1 = csv.reader(f1)
    for r1 in csvr1:
        if i>0:
            master.append(r1)
        i += 1
        
 i = 0
 data = []
 for r1 in master:
    j = 0
    for r2 in master:
        if i > j:
            s = 0
            n = 0
            for k in range(1,len(r1)):
                if is_number(r1[k]) and is_number(r2[k]):
                    s += abs(float(r1[k])-float(r2[k]))/2
                    n += 1
            data.append([r1[0],r2[0],s/n,s,n])
        j += 1
 #        print(i,j)
    i += 1
                            
 with open("distances.csv","w") as fout:
    csvw = csv.writer(fout)
    csvw.writerow(["voter_id1","voter_id2","distance","sum","n"])
    for row in data:
        csvw.writerow(row)                   
        
        
diff --git a/chart1.html b/chart1.html
 <!DOCTYPE html>
 <html lang="cs">
  <head>
    <meta charset="utf-8">
    <title>W-PCA Scatterplot Chart</title>
 	<meta name="viewport" content="width=device-width, initial-scale=1.0">
    <meta name="description" content="WPCA scatter plot">
    <meta name="author" content="Michal Škop">
 	
    <script src="http://d3js.org/d3.v3.min.js"></script>
    <script src="./d3.scatterplotwithlineplot.js"></script>
    <script src="./d3.tips.js"></script>

    <style type="text/css">
 			
 			/* note: we duplicate some of the styles (css, and as attributes of svg elements), so FF displays it correctly, and it is possible to generate png */
 			.tick {
 			  fill-opacity: 0;
 			  stroke: #000000;
 			  stroke-width: 1;
 			}
 			
 			.domain {
 			    fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 			}
 			.axis line {
 				fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 				shape-rendering: crispEdges;
 			}
 			
 			.axis text {
 				font-family: sans-serif;
 				font-size: 11px;
 				stroke: gray;
 			}
 			circle:hover {
 			  fill-opacity: 1;
 			}
 			.label {
 			  font-family: sans-serif;
 			  font-size: 15px;
 			}

 			.d3-tip {
                line-height: 1;
                font-weight: bold;
                padding: 12px;
                background: rgba(0, 0, 0, 0.8);
                color: #fff;
                border-radius: 2px;
                pointer-events: none;
                max-width: 400px;
            }
            /* Creates a small triangle extender for the tooltip */
            .d3-tip:after {
                box-sizing: border-box;
                display: inline;
                font-size: 10px;
                width: 100%;
                line-height: 1;
                color: rgba(0, 0, 0, 0.8);
                position: absolute;
                pointer-events: none;
            }
            /* Northward tooltips */
            .d3-tip:after {
                content: "\25BC";
                margin: -1px 0 0 0;
                top: 100%;
                left: 0;
                text-align: center;
            }
            line {
             stroke:gray;
             stroke-width:0.5;
             opacity: .5;
            }
            .perfect {
              stroke: gray;
              stroke-width:0.5;
              opacity: 0.5;
            }
            #chart {
              margin-top:100px;
            }
 		</style>
  </head>
  <body>
    <div id="chart"></div>

    
 <script type="text/javascript">

 d3.csv("all_data.csv", function(voters) {
    d3.csv("cutting_lines_psp.csv", function(lines) {
        linesselected = [];
        for (k in lines) {
          if ((parseFloat(lines[k]['loss']) < 1.5) && (parseFloat(lines[k]['cl_beta0']) < 50)) {
              beta = [lines[k]['normal_x'],lines[k]['normal_y']];
              beta0 = lines[k]['cl_beta0'];
              if (beta[1] != 0) {
                lines[k]['a'] = -beta0/beta[1];
                lines[k]['b'] = -beta[0]/beta[1];
              } else {
                lines[k]['a'] = 0;
                lines[k]['b'] = 0;
              }
              //add class for a perfect cut:
              if (lines[k]['loss'] == 0) {
                lines[k]['class'] = 'perfect';
              } else {
                lines[k]['class'] = 'non-perfect';
              }
              lines[k]['name'] = lines[k]["motion:name"];
              linesselected.push(lines[k]);
          }
        }

        spdata = [];
        voters.forEach(function(d) {
          spdata.push({"x":d["wpca:d1"],"y":d["wpca:d2"],"r":d["r"],"color":d["color"],"name":d["name"],"opacity":d["opacity"]})
        });
        var scatterplotwithlineplot = [{
          "data": spdata,
          "margin": {top: 10, right: 10, bottom: 30, left: 30},
          "axes": {"labels":{"x":"DIM 1", "y":"DIM 2"}},
          "minmax":{"x":{'min':-1,'max':1},"y":{'min':-1,'max':1},"r":{'min':0,'max':1},"rrange":{'min':0,'max':100}},
          "size":{"width":400,"height":400},
          "lines": linesselected
        }];

         var svg = d3.select("#chart")
            .append("svg")
            .attr("width",scatterplotwithlineplot[0]['size']['width'])
            .attr("height",scatterplotwithlineplot[0]['size']['height']);
            
        /* Initialize tooltip */
        tip = d3.tip().attr('class', 'd3-tip').html(function(d) { 
          return "<span class=\'stronger\'>" + d["name"] + "</span><br>";
        });

        /* Invoke the tip in the context of your visualization */
        svg.call(tip)

        var sp = d3.scatterplotwithlineplot()
            .data(function(d) {return d.data})
            .margin(function(d) {return d.margin})
            .axes(function(d) {return d.axes})
            .minmax(function(d) {return d.minmax})
            .size(function(d) {return d.size})
            .lines(function(d) {return d.lines})

        var scatter = svg.selectAll(".scatterplot")
            .data(scatterplotwithlineplot)
          .enter()
            .append("svg:g")
            .attr("transform", "translate(" + scatterplotwithlineplot[0].margin.left + "," + scatterplotwithlineplot[0].margin.top + ")")
            .call(sp);
    })
 })
 </script>
  </body>
 </html>
diff --git a/chart1ten.html b/chart1ten.html
 <!DOCTYPE html>
 <html lang="cs">
  <head>
    <meta charset="utf-8">
    <title>W-PCA Scatterplot Chart</title>
 	<meta name="viewport" content="width=device-width, initial-scale=1.0">
    <meta name="description" content="WPCA scatter plot">
    <meta name="author" content="Michal Škop">
 	
    <script src="http://d3js.org/d3.v3.min.js"></script>
    <script src="./d3.scatterplotwithlineplot.js"></script>
    <script src="./d3.tips.js"></script>

    <style type="text/css">
 			
 			/* note: we duplicate some of the styles (css, and as attributes of svg elements), so FF displays it correctly, and it is possible to generate png */
 			.tick {
 			  fill-opacity: 0;
 			  stroke: #000000;
 			  stroke-width: 1;
 			}
 			
 			.domain {
 			    fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 			}
 			.axis line {
 				fill: none;
 				fill-opacity: 0;
 				stroke: black;
 				stroke-width: 1;
 				shape-rendering: crispEdges;
 			}
 			
 			.axis text {
 				font-family: sans-serif;
 				font-size: 11px;
 				stroke: gray;
 			}
 			circle:hover {
 			  fill-opacity: 1;
 			}
 			.label {
 			  font-family: sans-serif;
 			  font-size: 15px;
 			}

 			.d3-tip {
                line-height: 1;
                font-weight: bold;
                padding: 12px;
                background: rgba(0, 0, 0, 0.8);
                color: #fff;
                border-radius: 2px;
                pointer-events: none;
                max-width: 400px;
            }
            /* Creates a small triangle extender for the tooltip */
            .d3-tip:after {
                box-sizing: border-box;
                display: inline;
                font-size: 10px;
                width: 100%;
                line-height: 1;
                color: rgba(0, 0, 0, 0.8);
                position: absolute;
                pointer-events: none;
            }
            /* Northward tooltips */
            .d3-tip:after {
                content: "\25BC";
                margin: -1px 0 0 0;
                top: 100%;
                left: 0;
                text-align: center;
            }
            line {
             stroke:gray;
             stroke-width:1;
             opacity: .3;
            }
            .perfect {
              stroke: gray;
              stroke-width:2;
              opacity: 0.7;
            }
            #chart {
              margin-top:100px;
            }
 		</style>
  </head>
  <body>
    <div id="chart"></div>

    
 <script type="text/javascript">

 d3.csv("all_data_ten_1.csv", function(voters) {
    d3.csv("cutting_lines_ten.csv", function(lines) {
        linesselected = [];
        for (k in lines) {
          if ((parseFloat(lines[k]['loss']) < 1.5) && (parseFloat(lines[k]['cl_beta0']) < 50)) {
              beta = [lines[k]['normal_x'],lines[k]['normal_y']];
              beta0 = lines[k]['cl_beta0'];
              if (beta[1] != 0) {
                lines[k]['a'] = -beta0/beta[1];
                lines[k]['b'] = -beta[0]/beta[1];
              } else {
                lines[k]['a'] = 0;
                lines[k]['b'] = 0;
              }
              //add class for a perfect cut:
              if (lines[k]['loss'] == 0) {
                lines[k]['class'] = 'perfect';
              } else {
                lines[k]['class'] = 'non-perfect';
              }
              lines[k]['name'] = lines[k]["motion:name"];
              linesselected.push(lines[k]);
          }
        }

        spdata = [];
        voters.forEach(function(d) {
          spdata.push({"x":d["wpca:d1"],"y":d["wpca:d2"],"r":d["r"],"color":d["color"],"name":d["name"],"opacity":d["opacity"]})
        });
        var scatterplotwithlineplot = [{
          "data": spdata,
          "margin": {top: 10, right: 10, bottom: 30, left: 30},
          "axes": {"labels":{"x":"DIM 1", "y":"DIM 2"}},
          "minmax":{"x":{'min':-1,'max':1},"y":{'min':-1,'max':1},"r":{'min':0,'max':1},"rrange":{'min':0,'max':100}},
          "size":{"width":400,"height":400},
          "lines": linesselected
        }];

         var svg = d3.select("#chart")
            .append("svg")
            .attr("width",scatterplotwithlineplot[0]['size']['width'])
            .attr("height",scatterplotwithlineplot[0]['size']['height']);
            
        /* Initialize tooltip */
        tip = d3.tip().attr('class', 'd3-tip').html(function(d) { 
          return "<span class=\'stronger\'>" + d["name"] + "</span><br>";
        });

        /* Invoke the tip in the context of your visualization */
        svg.call(tip)

        var sp = d3.scatterplotwithlineplot()
            .data(function(d) {return d.data})
            .margin(function(d) {return d.margin})
            .axes(function(d) {return d.axes})
            .minmax(function(d) {return d.minmax})
            .size(function(d) {return d.size})
            .lines(function(d) {return d.lines})

        var scatter = svg.selectAll(".scatterplot")
            .data(scatterplotwithlineplot)
          .enter()
            .append("svg:g")
            .attr("transform", "translate(" + scatterplotwithlineplot[0].margin.left + "," + scatterplotwithlineplot[0].margin.top + ")")
            .call(sp);
    })
 })
 </script>
  </body>
 </html>
diff --git a/cutting_lines_psp.csv b/cutting_lines_psp.csv
diff --git a/cutting_lines_ten.csv b/cutting_lines_ten.csv
diff --git a/d3.scatterplotwithlineplot.js b/d3.scatterplotwithlineplot.js
 /* requires D3 + https://github.com/Caged/d3-tip */
 d3.scatterplotwithlineplot = function() {
  unit_circle = true;
  function scatterplotwithlineplot(selection) {
    selection.each(function(d, i) {
      //options
      var data = (typeof(data) === "function" ? data(d) : d.data),
          lines = (typeof(lines) === "function" ? lines(d) : d.lines),
          margin = (typeof(margin) === "function" ? margin(d) : d.margin),
          axes = (typeof(axes) === "function" ? axes(d) : d.axes),
          minmax = (typeof(minmax) === "function" ? minmax(d) : d.minmax),
          size = (typeof(size) === "function" ? size(d) : d.size),
          unit_circle_val = (typeof(unit_circle) === "function" ? unit_circle(d) : unit_circle);
      
      // chart sizes
      var width = size['width'] - margin.left - margin.right,
          height = size['height'] - margin.top - margin.bottom;
      
      //scales
      var xScale = d3.scale.linear()
 			 .domain([minmax['x']['min'], minmax['x']['max']])
 			 .range([0, width])

      var yScale = d3.scale.linear()
 			 .domain([minmax['y']['min'], minmax['y']['max']])
 			 .range([height, 0])

      var rScale = d3.scale.linear()
 		     .domain([minmax['r']['min'],minmax['r']['max']])
 		     .range([minmax['rrange']['min'],minmax['rrange']['max']]);

      //axes
      var xAxis = d3.svg.axis()
        .scale(xScale)
        .orient("bottom");
        //.ticks(5);
        //.tickSize(16, 0);  
      var yAxis = d3.svg.axis()
        .scale(yScale)
        .orient("left");
        //.ticks(5); 
      

      var element = d3.select(this);
      
 		//Create X axis
      element.append("g")
 			.attr("class", "axis x-axis")
 			.attr("transform", "translate(0," + height + ")")
 			.call(xAxis);
 		
 		//Create Y axis
      element.append("g")
 			.attr("class", "axis y-axis")
 			.call(yAxis);
      
      limits = {"x":[minmax["x"]["min"],minmax["x"]["max"]],"y":[minmax["y"]["min"],minmax["y"]["max"]]}
      for (k in lines) {
        ps = linecross(lines[k],limits);
        if (ps.length == 2) {
          lines[k].x1 = ps[0][0];
          lines[k].y1 = ps[0][1];
          lines[k].x2 = ps[1][0];
          lines[k].y2 = ps[1][1];
        }
        way = get_sign(lines[k].b,lines[k].n1,lines[k].n2);
        lines[k].path =[corners(lines[k],limits,way),corners(lines[k],limits,-1*way)];
      }
      
      //ellipse ~ unit_circle
      if (unit_circle_val) {
          element.selectAll(".ellipse")
              .data([0])
            .enter()
              .append("ellipse")
                .attr("cx", xScale(0))
                .attr("cy", yScale(0))
                .attr("rx", Math.abs(xScale(1)-xScale(0)))
                .attr("ry", Math.abs(yScale(1)-yScale(0)))
                .attr("fill-opacity",0)
                .attr("stroke","red")
                .style("stroke-dasharray", ("10,3"));
      }
      
      //lines
      var line = element.selectAll ('.line')
         .data(lines)
         .enter()
            .append("line")
         .attr("x1",function(d) {return xScale(d.x1)})
         .attr("y1",function(d) {return yScale(d.y1)})
         .attr("x2",function(d) {return xScale(d.x2)})
         .attr("y2",function(d) {return yScale(d.y2)})
         .attr("id", function (d, i) {return "q-" + i;})
         .attr("class", function(d) {
 		   		if (typeof(d['class'] != 'undefined')) return d['class'];
 		   		else return 'line';
 		   })
 		    //putting it here and not in css, because it is used for generating png:
 		 .attr("stroke","gray")
 		 .attr("stroke-width","1")
 		 .attr("opacity", 0.15)
 		 
         .on('mouseover', tip.show)
         .on('mouseout', tip.hide);
      
      //points
      element.selectAll(".circle")
        .data(data)
 		   .enter()
 		 .append("circle")
 		   .attr("cx", function(d) {
 		   		return xScale(d.x);
 		   })
 		   .attr("cy", function(d) {
 		   		return yScale(d.y);
 		   })
 		   .attr("r", function(d) {
 		        if ((typeof(d['r']) != 'undefined') && (d['r'] != ''))
 		            return rScale(d.r);
 		   		else return rScale(0.075);
 		   })
 		   .attr("class", function(d) {
 		   		if ((typeof(d['class']) != 'undefined') && (d['class'] != ''))
 		   		     return d['class'];
 		   		else return 'circle';
 		   })
 		   .attr("fill",function(d) {
 		       if ((typeof(d['color']) != 'undefined') && (d['color'] != ''))
    		     return d.color;
    		   else
    		     return "#eee";
    	   })
 		   .attr("stroke",function(d) {
 		       if ((typeof(d['color']) != 'undefined') && (d['color'] != ''))
    		     return d.color;
    		   else
    		     return "#bbb";
    	   })
    	   .attr("stroke-width",function(d) {
 		        if ((typeof(d['r']) != 'undefined') && (d['r'] != ''))
 		            return Math.max(d.r*5,1);
 		   		else return 1;
    	   })
 		   .attr("fill-opacity",function(d) {
 		       if ((typeof(d['opacity']) != 'undefined') && (d['opacity'] != ''))
    		     return d.opacity;
    		   else
    		     return 1;
    	   })
 		   .on('mouseover', tip.show)
           .on('mouseout', tip.hide);
     
 	
      //axis labels
 	  element.append("text")
 			.attr("class", "x-label label")
 			.attr("text-anchor", "end")
 			.attr("x", width)
 			.attr("y", height-5)
 			.text(axes['labels']['x']);
 	  element.append("text")
 			.attr("class", "y label")
 			.attr("text-anchor", "end")
 			.attr("y", 5)
 			.attr("x", 0)
 			.attr("dy", ".75em")
 			.attr("transform", "rotate(-90)")
 			.text(axes['labels']['y']);
 			 
 	    
 	  // putting it here and not in css, because it is used for generating png: 
 	  element.selectAll(".domain")
 	        	.attr("fill","none")
 				.attr("fill-opacity",0)
 				.attr("stroke","black")
 				.attr("stroke-width",1);
      element.selectAll(".tick")
                .attr("fill-opacity",0)
                .attr("stroke","#000")
                .attr("stroke-width",1);
      element.selectAll("text")
                .attr("font-family","sans-serif")
                .attr("font-size",11)
      element.selectAll(".label")
                .attr("font-size",15)
                .attr("font-weight","bold")
                //convert dy("0.71em") to dy("10"), inkscape feature https://www.ruby-forum.com/topic/5505193 :
      element.selectAll("text")
                .attr("dy",function(d) {
                    if (d3.select(this).attr("dy")) {
                        em = parseFloat(d3.select(this).attr("dy").replace("em",""));
                        if (d3.select(this).attr("font-size"))
                            px = parseFloat(d3.select(this).attr("font-size"));
                        else
                            px = 11;
                        return em*px + "px";
                    } else {
                        return 0;
                    }
                })
    });
  }
  scatterplotwithlineplot.data = function(value) {
    if (!arguments.length) return value;
    data = value;
    return scatterplotwithlineplot;
  };
  scatterplotwithlineplot.lines = function(value) {
    if (!arguments.length) return value;
    lines = value;
    return scatterplotwithlineplot;
  };    
  scatterplotwithlineplot.margin = function(value) {
    if (!arguments.length) return value;
    margin = value;
    return scatterplotwithlineplot;
  };
  scatterplotwithlineplot.axes = function(value) {
    if (!arguments.length) return value;
    axes = value;
    return scatterplotwithlineplot;
  };
  scatterplotwithlineplot.minmax = function(value) {
    if (!arguments.length) return value;
    minmax = value;
    return scatterplotwithlineplot;
  };
  scatterplotwithlineplot.size = function(value) {
    if (!arguments.length) return value;
    size = value;
    return scatterplotwithlineplot;
  };
  scatterplotwithlineplot.unit_circle = function(value) {
    if (!arguments.length) return value;
    unit_circle = value;
    return scatterplotwithlineplot;
  };
  return scatterplotwithlineplot;
  
  
    function corners(l,e,o) {
      //l = {"a":0,"b":1}  //line, a and slope, i.e., y=a+bx
      //e = {"x": [-10,10], "y": [-10,10]} //limits
      //o = 1 //orientation -1 or 1

      //crossing x0, x1  
      //crossing y0, y1
      outp = linecross (l,e);
      
      out = [];

      //vertices
      for (i=0;i<=1;i++){
        for (j=0;j<=1;j++){
          if (o*(l.a+l.b*e.x[i]-e.y[j]) > 0)
            outp.push([e.x[i],e.y[j]]);
        }
      }
      //sort the outps, anticlockwise
      if (outp.length > 0) {
        mid = [0,0];
        for (i in outp) {
          mid[0] += outp[i][0];
          mid[1] += outp[i][1];
        }
        mid[0] = mid[0] / outp.length;
        mid[1] = mid[1] / outp.length;
        for (i in outp) {
          p = outp[i][1] - mid[1];
          q = outp[i][0] - mid[0];
          if (q != 0)
            outp[i][2] = Math.atan(p/q) + (q<0 ? Math.PI : 0);
          else
            outp[i][2] = Math.PI/2 + Math.PI*sign(p);
        }
        outp = outp.sort(function(w,z) {
          return w[2] > z[2];
        });
        for (i in outp) {
          outp[i].splice(2,1);
          out.push({"x":outp[i][0],"y":outp[i][1]});
        }
      }
      return out;
    }
  
  function linecross (l,e) {
      out = [];
      //crossing x0, x1
      for (i=0;i<=1;i++){
        Y = l.a + l.b*e.x[i];
        if ((Y > e.y[0]) && (Y < e.y[1]))
          out.push([e.x[i],Y]);
      }
      //crossing y0, y1
      for (j=0;j<=1;j++){
        if (l.b != 0) {
          X = (e.y[j] - l.a)/l.b;
          if ((X > e.x[0]) && (X < e.x[1]))
            out.push([X,e.y[j]]);
        }
      }
      return out;
    }

    function get_sign(b,d1,d2) {
      t = b*d1-d2;
      if (t > 0) return 1;
      if (t < 0) return -1;
      return 0;
    }
  
 }
diff --git a/d3.scatterplotwithlineplotellipses.js b/d3.scatterplotwithlineplotellipses.js
 /* requires D3 + https://github.com/Caged/d3-tip */
 d3.scatterplotwithlineplot = function() {
  unit_circle = true;
  function scatterplotwithlineplot(selection) {
    selection.each(function(d, i) {
      //options
      var data = (typeof(data) === "function" ? data(d) : d.data),
          lines = (typeof(lines) === "function" ? lines(d) : d.lines),
          margin = (typeof(margin) === "function" ? margin(d) : d.margin),
          axes = (typeof(axes) === "function" ? axes(d) : d.axes),
          minmax = (typeof(minmax) === "function" ? minmax(d) : d.minmax),
          size = (typeof(size) === "function" ? size(d) : d.size),
          unit_circle_val = (typeof(unit_circle) === "function" ? unit_circle(d) : unit_circle),
          ellipses = (typeof(ellipses) === "function" ? ellipses(d) : d.ellipses);
      
      // chart sizes
      var width = size['width'] - margin.left - margin.right,
          height = size['height'] - margin.top - margin.bottom;
      
      //scales
      var xScale = d3.scale.linear()
 			 .domain([minmax['x']['min'], minmax['x']['max']])
 			 .range([0, width])

      var yScale = d3.scale.linear()
 			 .domain([minmax['y']['min'], minmax['y']['max']])
 			 .range([height, 0])

      var rScale = d3.scale.linear()
 		     .domain([minmax['r']['min'],minmax['r']['max']])
 		     .range([minmax['rrange']['min'],minmax['rrange']['max']]);

      //axes
      var xAxis = d3.svg.axis()
        .scale(xScale)
        .orient("bottom");
        //.ticks(5);
        //.tickSize(16, 0);  
      var yAxis = d3.svg.axis()
        .scale(yScale)
        .orient("left");
        //.ticks(5); 
      

      var element = d3.select(this);
      
 		//Create X axis
      element.append("g")
 			.attr("class", "axis x-axis")
 			.attr("transform", "translate(0," + height + ")")
 			.call(xAxis);
 		
 		//Create Y axis
      element.append("g")
 			.attr("class", "axis y-axis")
 			.call(yAxis);
      
      limits = {"x":[minmax["x"]["min"],minmax["x"]["max"]],"y":[minmax["y"]["min"],minmax["y"]["max"]]}
      for (k in lines) {
        ps = linecross(lines[k],limits);
        if (ps.length == 2) {
          lines[k].x1 = ps[0][0];
          lines[k].y1 = ps[0][1];
          lines[k].x2 = ps[1][0];
          lines[k].y2 = ps[1][1];
        }
        way = get_sign(lines[k].b,lines[k].n1,lines[k].n2);
        lines[k].path =[corners(lines[k],limits,way),corners(lines[k],limits,-1*way)];
      }
      
      //ellipse ~ unit_circle
      if (unit_circle_val) {
          element.selectAll(".ellipse")
              .data([0])
            .enter()
              .append("ellipse")
                .attr("cx", xScale(0))
                .attr("cy", yScale(0))
                .attr("rx", Math.abs(xScale(1)-xScale(0)))
                .attr("ry", Math.abs(yScale(1)-yScale(0)))
                .attr("fill-opacity",0)
                .attr("stroke","red")
                .style("stroke-dasharray", ("10,3"));
      }
      
      //lines
      var line = element.selectAll ('.line')
         .data(lines)
         .enter()
            .append("line")
         .attr("x1",function(d) {return xScale(d.x1)})
         .attr("y1",function(d) {return yScale(d.y1)})
         .attr("x2",function(d) {return xScale(d.x2)})
         .attr("y2",function(d) {return yScale(d.y2)})
         .attr("id", function (d, i) {return "q-" + i;})
         .attr("class", function(d) {
 		   		if (typeof(d['class'] != 'undefined')) return d['class'];
 		   		else return 'line';
 		   })
 		    //putting it here and not in css, because it is used for generating png:
 		 .attr("stroke","gray")
 		 .attr("stroke-width","1")
 		 .attr("opacity", 0.15)
 		 
         .on('mouseover', tip.show)
         .on('mouseout', tip.hide);
      
      //ellipses
      var ellipse = element.selectAll('.ellipse')
        .data(ellipses)
        .enter()
            .append("ellipse")
            .attr("cx", function(d) {
 		   		return xScale(d.x);
 		    })
 		    .attr("cy", function(d) {
 		   		return yScale(d.y);
 		    })
 		    .attr("rx", function(d) {
 		   		return  Math.abs(xScale(d.rx) - xScale(0));
 		    })
 		    .attr("ry", function(d) {
 		   		return  Math.abs(yScale(d.ry) - yScale(0));
 		    })
 		    .attr("transform", function(d) {
 		        return "rotate("+d.arc+","+xScale(d.x)+","+yScale(d.y)+")";
 		    })
 		    .attr("fill",function(d) {
 		       if ((typeof(d['color']) != 'undefined') && (d['color'] != ''))
    		     return d.color;
    		   else
    		     return "#eee";
    	   })
 		   .attr("stroke",function(d) {
 		       if ((typeof(d['color']) != 'undefined') && (d['color'] != ''))
    		     return d.color;
    		   else
    		     return "#bbb";
    	   })
    	   .attr("stroke-width",function(d) {
 		        if ((typeof(d['width']) != 'undefined') && (d['width'] != ''))
 		            return Math.max(d.width*d.width*16,1);
 		   		else return 2;
    	   })
 		   .attr("fill-opacity",function(d) {
 		       if ((typeof(d['opacity']) != 'undefined') && (d['opacity'] != ''))
    		     return d.opacity;
    		   else
    		     return 0.01;
    	   })
    	   .on('mouseover', tip.show)
           .on('mouseout', tip.hide);;
      
      //points
      element.selectAll(".circle")
        .data(data)
 		   .enter()
 		 .append("circle")
 		   .attr("cx", function(d) {
 		   		return xScale(d.x);
 		   })
 		   .attr("cy", function(d) {
 		   		return yScale(d.y);
 		   })
 		   .attr("r", function(d) {
 		        if ((typeof(d['r']) != 'undefined') && (d['r'] != ''))
 		            return rScale(d.r);
 		   		else return rScale(0.075);
 		   })
 		   .attr("class", function(d) {
 		   		if ((typeof(d['class']) != 'undefined') && (d['class'] != ''))
 		   		     return d['class'];
 		   		else return 'circle';
 		   })
 		   .attr("fill",function(d) {
 		       if ((typeof(d['color']) != 'undefined') && (d['color'] != ''))
    		     return d.color;
    		   else
    		     return "#eee";
    	   })
 		   .attr("stroke",function(d) {
 		       if ((typeof(d['color']) != 'undefined') && (d['color'] != ''))
    		     return d.color;
    		   else
    		     return "#bbb";
    	   })
    	   .attr("stroke-width",function(d) {
 		        if ((typeof(d['r']) != 'undefined') && (d['r'] != ''))
 		            return Math.max(d.r*5,1);
 		   		else return 1;
    	   })
 		   .attr("fill-opacity",function(d) {
 		       if ((typeof(d['opacity']) != 'undefined') && (d['opacity'] != ''))
    		     return d.opacity;
    		   else
    		     return 1;
    	   })
 		   .on('mouseover', tip.show)
           .on('mouseout', tip.hide);
     
 	
      //axis labels
 	  element.append("text")
 			.attr("class", "x-label label")
 			.attr("text-anchor", "end")
 			.attr("x", width)
 			.attr("y", height-5)
 			.text(axes['labels']['x']);
 	  element.append("text")
 			.attr("class", "y label")
 			.attr("text-anchor", "end")
 			.attr("y", 5)
 			.attr("x", 0)
 			.attr("dy", ".75em")
 			.attr("transform", "rotate(-90)")
 			.text(axes['labels']['y']);
 			 
 	    
 	  // putting it here and not in css, because it is used for generating png: 
 	  element.selectAll(".domain")
 	        	.attr("fill","none")
 				.attr("fill-opacity",0)
 				.attr("stroke","black")
 				.attr("stroke-width",1);
      element.selectAll(".tick")
                .attr("fill-opacity",0)
                .attr("stroke","#000")
                .attr("stroke-width",1);
      element.selectAll("text")
                .attr("font-family","sans-serif")
                .attr("font-size",11)
      element.selectAll(".label")
                .attr("font-size",15)
                .attr("font-weight","bold")
                //convert dy("0.71em") to dy("10"), inkscape feature https://www.ruby-forum.com/topic/5505193 :
      element.selectAll("text")
                .attr("dy",function(d) {
                    if (d3.select(this).attr("dy")) {
                        em = parseFloat(d3.select(this).attr("dy").replace("em",""));
                        if (d3.select(this).attr("font-size"))
                            px = parseFloat(d3.select(this).attr("font-size"));
                        else
                            px = 11;
                        return em*px + "px";
                    } else {
                        return 0;
                    }
                })
    });
  }
  scatterplotwithlineplot.data = function(value) {
    if (!arguments.length) return value;
    data = value;
    return scatterplotwithlineplot;
  };
  scatterplotwithlineplot.lines = function(value) {
    if (!arguments.length) return value;
    lines = value;
    return scatterplotwithlineplot;
  };    
  scatterplotwithlineplot.margin = function(value) {
    if (!arguments.length) return value;
    margin = value;
    return scatterplotwithlineplot;
  };
  scatterplotwithlineplot.axes = function(value) {
    if (!arguments.length) return value;
    axes = value;
    return scatterplotwithlineplot;
  };
  scatterplotwithlineplot.minmax = function(value) {
    if (!arguments.length) return value;
    minmax = value;
    return scatterplotwithlineplot;
  };
  scatterplotwithlineplot.size = function(value) {
    if (!arguments.length) return value;
    size = value;
    return scatterplotwithlineplot;
  };
  scatterplotwithlineplot.unit_circle = function(value) {
    if (!arguments.length) return value;
    unit_circle = value;
    return scatterplotwithlineplot;
  };
  scatterplotwithlineplot.ellipses = function(value) {
    if (!arguments.length) return value;
    ellipses = value;
    return scatterplotwithlineplot;
  };
  return scatterplotwithlineplot;
  
  
    function corners(l,e,o) {
      //l = {"a":0,"b":1}  //line, a and slope, i.e., y=a+bx
      //e = {"x": [-10,10], "y": [-10,10]} //limits
      //o = 1 //orientation -1 or 1

      //crossing x0, x1  
      //crossing y0, y1
      outp = linecross (l,e);
      
      out = [];

      //vertices
      for (i=0;i<=1;i++){
        for (j=0;j<=1;j++){
          if (o*(l.a+l.b*e.x[i]-e.y[j]) > 0)
            outp.push([e.x[i],e.y[j]]);
        }
      }
      //sort the outps, anticlockwise
      if (outp.length > 0) {
        mid = [0,0];
        for (i in outp) {
          mid[0] += outp[i][0];
          mid[1] += outp[i][1];
        }
        mid[0] = mid[0] / outp.length;
        mid[1] = mid[1] / outp.length;
        for (i in outp) {
          p = outp[i][1] - mid[1];
          q = outp[i][0] - mid[0];
          if (q != 0)
            outp[i][2] = Math.atan(p/q) + (q<0 ? Math.PI : 0);
          else
            outp[i][2] = Math.PI/2 + Math.PI*sign(p);
        }
        outp = outp.sort(function(w,z) {
          return w[2] > z[2];
        });
        for (i in outp) {
          outp[i].splice(2,1);
          out.push({"x":outp[i][0],"y":outp[i][1]});
        }
      }
      return out;
    }
  
  function linecross (l,e) {
      out = [];
      //crossing x0, x1
      for (i=0;i<=1;i++){
        Y = l.a + l.b*e.x[i];
        if ((Y > e.y[0]) && (Y < e.y[1]))
          out.push([e.x[i],Y]);
      }
      //crossing y0, y1
      for (j=0;j<=1;j++){
        if (l.b != 0) {
          X = (e.y[j] - l.a)/l.b;
          if ((X > e.x[0]) && (X < e.x[1]))
            out.push([X,e.y[j]]);
        }
      }
      return out;
    }

    function get_sign(b,d1,d2) {
      t = b*d1-d2;
      if (t > 0) return 1;
      if (t < 0) return -1;
      return 0;
    }
  
 }
diff --git a/d3.tips.js b/d3.tips.js
 // d3.tip
 // Copyright (c) 2013 Justin Palmer
 //
 // Tooltips for d3.js SVG visualizations

 (function (root, factory) {
  if (typeof define === 'function' && define.amd) {
    // AMD. Register as an anonymous module with d3 as a dependency.
    define(['d3'], factory)
  } else if (typeof module === 'object' && module.exports) {
    // CommonJS
    module.exports = function(d3) {
      d3.tip = factory(d3)
      return d3.tip
    }
  } else {
    // Browser global.
    root.d3.tip = factory(root.d3)
  }
 }(this, function (d3) {

  // Public - contructs a new tooltip
  //
  // Returns a tip
  return function() {
    var direction = d3_tip_direction,
        offset    = d3_tip_offset,
        html      = d3_tip_html,
        node      = initNode(),
        svg       = null,
        point     = null,
        target    = null

    function tip(vis) {
      svg = getSVGNode(vis)
      point = svg.createSVGPoint()
      document.body.appendChild(node)
    }

    // Public - show the tooltip on the screen
    //
    // Returns a tip
    tip.show = function() {
      var args = Array.prototype.slice.call(arguments)
      if(args[args.length - 1] instanceof SVGElement) target = args.pop()

      var content = html.apply(this, args),
          poffset = offset.apply(this, args),
          dir     = direction.apply(this, args),
          nodel   = d3.select(node),
          i       = directions.length,
          coords,
          scrollTop  = document.documentElement.scrollTop || document.body.scrollTop,
          scrollLeft = document.documentElement.scrollLeft || document.body.scrollLeft

      nodel.html(content)
        .style({ opacity: 1, 'pointer-events': 'all' })

      while(i--) nodel.classed(directions[i], false)
      coords = direction_callbacks.get(dir).apply(this)
      nodel.classed(dir, true).style({
        top: (coords.top +  poffset[0]) + scrollTop + 'px',
        left: (coords.left + poffset[1]) + scrollLeft + 'px'
      })

      return tip
    }

    // Public - hide the tooltip
    //
    // Returns a tip
    tip.hide = function() {
      var nodel = d3.select(node)
      nodel.style({ opacity: 0, 'pointer-events': 'none' })
      return tip
    }

    // Public: Proxy attr calls to the d3 tip container.  Sets or gets attribute value.
    //
    // n - name of the attribute
    // v - value of the attribute
    //
    // Returns tip or attribute value
    tip.attr = function(n, v) {
      if (arguments.length < 2 && typeof n === 'string') {
        return d3.select(node).attr(n)
      } else {
        var args =  Array.prototype.slice.call(arguments)
        d3.selection.prototype.attr.apply(d3.select(node), args)
      }

      return tip
    }

    // Public: Proxy style calls to the d3 tip container.  Sets or gets a style value.
    //
    // n - name of the property
    // v - value of the property
    //
    // Returns tip or style property value
    tip.style = function(n, v) {
      if (arguments.length < 2 && typeof n === 'string') {
        return d3.select(node).style(n)
      } else {
        var args =  Array.prototype.slice.call(arguments)
        d3.selection.prototype.style.apply(d3.select(node), args)
      }

      return tip
    }

    // Public: Set or get the direction of the tooltip
    //
    // v - One of n(north), s(south), e(east), or w(west), nw(northwest),
    //     sw(southwest), ne(northeast) or se(southeast)
    //
    // Returns tip or direction
    tip.direction = function(v) {
      if (!arguments.length) return direction
      direction = v == null ? v : d3.functor(v)

      return tip
    }

    // Public: Sets or gets the offset of the tip
    //
    // v - Array of [x, y] offset
    //
    // Returns offset or
    tip.offset = function(v) {
      if (!arguments.length) return offset
      offset = v == null ? v : d3.functor(v)

      return tip
    }

    // Public: sets or gets the html value of the tooltip
    //
    // v - String value of the tip
    //
    // Returns html value or tip
    tip.html = function(v) {
      if (!arguments.length) return html
      html = v == null ? v : d3.functor(v)

      return tip
    }

    function d3_tip_direction() { return 'n' }
    function d3_tip_offset() { return [0, 0] }
    function d3_tip_html() { return ' ' }

    var direction_callbacks = d3.map({
      n:  direction_n,
      s:  direction_s,
      e:  direction_e,
      w:  direction_w,
      nw: direction_nw,
      ne: direction_ne,
      sw: direction_sw,
      se: direction_se
    }),

    directions = direction_callbacks.keys()

    function direction_n() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.n.y - node.offsetHeight,
        left: bbox.n.x - node.offsetWidth / 2
      }
    }

    function direction_s() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.s.y,
        left: bbox.s.x - node.offsetWidth / 2
      }
    }

    function direction_e() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.e.y - node.offsetHeight / 2,
        left: bbox.e.x
      }
    }

    function direction_w() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.w.y - node.offsetHeight / 2,
        left: bbox.w.x - node.offsetWidth
      }
    }

    function direction_nw() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.nw.y - node.offsetHeight,
        left: bbox.nw.x - node.offsetWidth
      }
    }

    function direction_ne() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.ne.y - node.offsetHeight,
        left: bbox.ne.x
      }
    }

    function direction_sw() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.sw.y,
        left: bbox.sw.x - node.offsetWidth
      }
    }

    function direction_se() {
      var bbox = getScreenBBox()
      return {
        top:  bbox.se.y,
        left: bbox.e.x
      }
    }

    function initNode() {
      var node = d3.select(document.createElement('div'))
      node.style({
        position: 'absolute',
        top: 0,
        opacity: 0,
        'pointer-events': 'none',
        'box-sizing': 'border-box'
      })

      return node.node()
    }

    function getSVGNode(el) {
      el = el.node()
      if(el.tagName.toLowerCase() === 'svg')
        return el

      return el.ownerSVGElement
    }

    // Private - gets the screen coordinates of a shape
    //
    // Given a shape on the screen, will return an SVGPoint for the directions
    // n(north), s(south), e(east), w(west), ne(northeast), se(southeast), nw(northwest),
    // sw(southwest).
    //
    //    +-+-+
    //    |   |
    //    +   +
    //    |   |
    //    +-+-+
    //
    // Returns an Object {n, s, e, w, nw, sw, ne, se}
    function getScreenBBox() {
      var targetel   = target || d3.event.target;

      while ('undefined' === typeof targetel.getScreenCTM && 'undefined' === targetel.parentNode) {
          targetel = targetel.parentNode;
      }

      var bbox       = {},
          matrix     = targetel.getScreenCTM(),
          tbbox      = targetel.getBBox(),
          width      = tbbox.width,
          height     = tbbox.height,
          x          = tbbox.x,
          y          = tbbox.y

      point.x = x
      point.y = y
      bbox.nw = point.matrixTransform(matrix)
      point.x += width
      bbox.ne = point.matrixTransform(matrix)
      point.y += height
      bbox.se = point.matrixTransform(matrix)
      point.x -= width
      bbox.sw = point.matrixTransform(matrix)
      point.y -= height / 2
      bbox.w  = point.matrixTransform(matrix)
      point.x += width
      bbox.e = point.matrixTransform(matrix)
      point.x -= width / 2
      point.y -= height / 2
      bbox.n = point.matrixTransform(matrix)
      point.y += height
      bbox.s = point.matrixTransform(matrix)

      return bbox
    }

    return tip
  };

 }));
diff --git a/distances.csv b/distances.csv
 voter_id1,voter_id2,distance,sum,n
 president_2,president_1,0.48524847956799994,12.131211989199999,25
 president_3,president_1,0.621627249818,15.54068124545,25
 president_3,president_2,0.4174848391059999,10.437120977649998,25
 president_4,president_1,0.38108776077199996,9.5271940193,25
 president_4,president_2,0.37029788154000004,9.2574470385,25
 president_4,president_3,0.420227901714,10.50569754285,25
 president_5,president_1,0.68691190789,17.17279769725,25
 president_5,president_2,0.468692668574,11.71731671435,25
 president_5,president_3,0.31970074512800006,7.992518628200001,25
 president_5,president_4,0.409974903666,10.24937259165,25
 president_6,president_1,0.39538490059199993,9.884622514799998,25
 president_6,president_2,0.36182103087199996,9.0455257718,25
 president_6,president_3,0.5998714398339999,14.996785995849999,25
 president_6,president_4,0.31774779900399996,7.9436949751,25
 president_6,president_5,0.644702779202,16.11756948005,25
 president_7,president_1,0.277673172808,6.9418293202,25
 president_7,president_2,0.355386192276,8.8846548069,25
 president_7,president_3,0.6349193788619999,15.872984471549998,25
 president_7,president_4,0.301585445856,7.5396361464,25
 president_7,president_5,0.508281807778,12.70704519445,25
 president_7,president_6,0.22031950996800004,5.507987749200001,25
 president_8,president_1,0.35314443497200004,8.8286108743,25
 president_8,president_2,0.5181812074800001,12.954530187000001,25
 president_8,president_3,0.42016663442999996,10.50416586075,25
 president_8,president_4,0.424648048648,10.6162012162,25
 president_8,president_5,0.380028983794,9.50072459485,25
 president_8,president_6,0.392683677592,9.817091939800001,25
 president_8,president_7,0.261014255308,6.5253563827,25
 psp_ano,president_1,0.45460239776800004,11.3650599442,25
 psp_ano,president_2,0.38562345716400004,9.6405864291,25
 psp_ano,president_3,0.43254771470599995,10.81369286765,25
 psp_ano,president_4,0.473329461904,11.8332365476,25
 psp_ano,president_5,0.5321513098259999,13.303782745649997,25
 psp_ano,president_6,0.345869207732,8.6467301933,25
 psp_ano,president_7,0.468688619372,11.7172154843,25
 psp_ano,president_8,0.4907174555399999,12.267936388499997,25
 psp_politicke-hnuti-zmena,president_1,0.446171025448,11.154275636200001,25
 psp_politicke-hnuti-zmena,president_2,0.268646329208,6.7161582302000005,25
 psp_politicke-hnuti-zmena,president_3,0.45352223926600005,11.338055981650001,25
 psp_politicke-hnuti-zmena,president_4,0.367837078644,9.1959269661,25
 psp_politicke-hnuti-zmena,president_5,0.5946357961219999,14.865894903049997,25
 psp_politicke-hnuti-zmena,president_6,0.188737777376,4.7184444344,25
 psp_politicke-hnuti-zmena,president_7,0.227658650472,5.6914662618000005,25
 psp_politicke-hnuti-zmena,president_8,0.387639139156,9.6909784789,25
 psp_politicke-hnuti-zmena,psp_ano,0.3111252048153847,12.133882987800003,39
 psp_volte-pravy-blok-www-cibulka-net,president_1,0.25816303876,6.454075969,25
 psp_volte-pravy-blok-www-cibulka-net,president_2,0.313979409516,7.8494852379,25
 psp_volte-pravy-blok-www-cibulka-net,president_3,0.450358179766,11.25895449415,25
 psp_volte-pravy-blok-www-cibulka-net,president_4,0.3628101865719999,9.070254664299998,25
 psp_volte-pravy-blok-www-cibulka-net,president_5,0.5861289070619999,14.65322267655,25
 psp_volte-pravy-blok-www-cibulka-net,president_6,0.502735627628,12.5683906907,25
 psp_volte-pravy-blok-www-cibulka-net,president_7,0.4007377133199999,10.018442832999998,25
 psp_volte-pravy-blok-www-cibulka-net,president_8,0.37798973537999997,9.4497433845,25
 psp_volte-pravy-blok-www-cibulka-net,psp_ano,0.39662220820641025,15.46826612005,39
 psp_volte-pravy-blok-www-cibulka-net,psp_politicke-hnuti-zmena,0.28552237424743593,11.13537259565,39
 psp_hnuti-usvit-prime-demokracie,president_1,0.3909656758599999,9.774141896499998,25
 psp_hnuti-usvit-prime-demokracie,president_2,0.332878031684,8.321950792099999,25
 psp_hnuti-usvit-prime-demokracie,president_3,0.28982237179000003,7.2455592947500005,25
 psp_hnuti-usvit-prime-demokracie,president_4,0.427272608188,10.6818152047,25
 psp_hnuti-usvit-prime-demokracie,president_5,0.44537576431000003,11.134394107750001,25
 psp_hnuti-usvit-prime-demokracie,president_6,0.5152646324119999,12.8816158103,25
 psp_hnuti-usvit-prime-demokracie,president_7,0.43199097577999995,10.799774394499998,25
 psp_hnuti-usvit-prime-demokracie,president_8,0.36685442103199994,9.171360525799999,25
 psp_hnuti-usvit-prime-demokracie,psp_ano,0.3204672877115385,12.498224220750002,39
 psp_hnuti-usvit-prime-demokracie,psp_politicke-hnuti-zmena,0.35249250319358977,13.74720762455,39
 psp_hnuti-usvit-prime-demokracie,psp_volte-pravy-blok-www-cibulka-net,0.2659907881923077,10.3736407395,39
 psp_spoz,president_1,0.238221043078,5.95552607695,25
 psp_spoz,president_2,0.30618823432200004,7.654705858050001,25
 psp_spoz,president_3,0.615566845476,15.3891711369,25
 psp_spoz,president_4,0.3945919504939999,9.864798762349999,25
 psp_spoz,president_5,0.548453079284,13.7113269821,25
 psp_spoz,president_6,0.36895458887000004,9.223864721750001,25
 psp_spoz,president_7,0.23359202499,5.8398006247500005,25
 psp_spoz,president_8,0.38578091057399994,9.644522764349999,25
 psp_spoz,psp_ano,0.33377416413846156,13.017192401400001,39
 psp_spoz,psp_politicke-hnuti-zmena,0.2854344999128205,11.1319454966,39
 psp_spoz,psp_volte-pravy-blok-www-cibulka-net,0.3055960138217949,11.91824453905,39
 psp_spoz,psp_hnuti-usvit-prime-demokracie,0.3479804402294872,13.57123716895,39
 psp_top-09,president_1,0.594856568292,14.871414207299999,25
 psp_top-09,president_2,0.34959824410400003,8.7399561026,25
 psp_top-09,president_3,0.15478056371,3.8695140927500002,25
 psp_top-09,president_4,0.3484672614720001,8.711681536800002,25
 psp_top-09,president_5,0.251814150126,6.29535375315,25
 psp_top-09,president_6,0.539748152652,13.4937038163,25
 psp_top-09,president_7,0.5650957612399999,14.127394030999998,25
 psp_top-09,president_8,0.48028992161199996,12.007248040299999,25
 psp_top-09,psp_ano,0.40046055264102565,15.617961553,39
 psp_top-09,psp_politicke-hnuti-zmena,0.540139179523077,21.0654280014,39
 psp_top-09,psp_volte-pravy-blok-www-cibulka-net,0.5895047025807693,22.990683400650003,39
 psp_top-09,psp_hnuti-usvit-prime-demokracie,0.46003883245769234,17.941514465850002,39
 psp_top-09,psp_spoz,0.44127591392564103,17.2097606431,39
 psp_delnicka-strana-socialni-spravedlnosti,president_1,0.2785490297520001,6.963725743800001,25
 psp_delnicka-strana-socialni-spravedlnosti,president_2,0.676903540612,16.9225885153,25
 psp_delnicka-strana-socialni-spravedlnosti,president_3,0.765953672598,19.14884181495,25
 psp_delnicka-strana-socialni-spravedlnosti,president_4,0.5292958374600001,13.232395936500001,25
 psp_delnicka-strana-socialni-spravedlnosti,president_5,0.8351199845780001,20.87799961445,25
 psp_delnicka-strana-socialni-spravedlnosti,president_6,0.539711323372,13.492783084300001,25
 psp_delnicka-strana-socialni-spravedlnosti,president_7,0.46932823385199995,11.733205846299999,25
 psp_delnicka-strana-socialni-spravedlnosti,president_8,0.5447994960160001,13.619987400400001,25
 psp_delnicka-strana-socialni-spravedlnosti,psp_ano,0.6127797482358975,23.898410181200003,39
 psp_delnicka-strana-socialni-spravedlnosti,psp_politicke-hnuti-zmena,0.4842688228051283,18.886484089400003,39
 psp_delnicka-strana-socialni-spravedlnosti,psp_volte-pravy-blok-www-cibulka-net,0.39348647781923074,15.34597263495,39
 psp_delnicka-strana-socialni-spravedlnosti,psp_hnuti-usvit-prime-demokracie,0.5589952755705129,21.800815747250002,39
 psp_delnicka-strana-socialni-spravedlnosti,psp_spoz,0.4923888443,19.2031649277,39
 psp_delnicka-strana-socialni-spravedlnosti,psp_top-09,0.8112001907512822,31.636807439300007,39
 psp_komunisticka-strana-cech-a-moravy,president_1,0.48021984659,12.00549616475,25
 psp_komunisticka-strana-cech-a-moravy,president_2,0.43853331066199996,10.96333276655,25
 psp_komunisticka-strana-cech-a-moravy,president_3,0.624869285192,15.621732129800002,25
 psp_komunisticka-strana-cech-a-moravy,president_4,0.44995147631399995,11.248786907849999,25
 psp_komunisticka-strana-cech-a-moravy,president_5,0.633697257692,15.8424314423,25
 psp_komunisticka-strana-cech-a-moravy,president_6,0.3232939247820001,8.082348119550002,25
 psp_komunisticka-strana-cech-a-moravy,president_7,0.35252318728200005,8.81307968205,25
 psp_komunisticka-strana-cech-a-moravy,president_8,0.471386651314,11.784666282849999,25
 psp_komunisticka-strana-cech-a-moravy,psp_ano,0.3705675837833333,14.452135767549999,39
 psp_komunisticka-strana-cech-a-moravy,psp_politicke-hnuti-zmena,0.2838242042371795,11.069143965250001,39
 psp_komunisticka-strana-cech-a-moravy,psp_volte-pravy-blok-www-cibulka-net,0.39719305374358976,15.490529096000001,39
 psp_komunisticka-strana-cech-a-moravy,psp_hnuti-usvit-prime-demokracie,0.5184304796102565,20.2187887048,39
 psp_komunisticka-strana-cech-a-moravy,psp_spoz,0.3411990726525641,13.30676383345,39
 psp_komunisticka-strana-cech-a-moravy,psp_top-09,0.5677425015115387,22.141957558950008,39
 psp_komunisticka-strana-cech-a-moravy,psp_delnicka-strana-socialni-spravedlnosti,0.3986455173551282,15.54717517685,39
 psp_lev-21-narodni-socialiste,president_1,0.367670043982,9.19175109955,25
 psp_lev-21-narodni-socialiste,president_2,0.47037864376999994,11.759466094249998,25
 psp_lev-21-narodni-socialiste,president_3,0.753156309084,18.8289077271,25
 psp_lev-21-narodni-socialiste,president_4,0.480019260102,12.00048150255,25
 psp_lev-21-narodni-socialiste,president_5,0.648051228004,16.2012807001,25
 psp_lev-21-narodni-socialiste,president_6,0.25304708371800005,6.326177092950001,25
 psp_lev-21-narodni-socialiste,president_7,0.32448858078600007,8.112214519650001,25
 psp_lev-21-narodni-socialiste,president_8,0.43947911075000007,10.986977768750002,25
 psp_lev-21-narodni-socialiste,psp_ano,0.4038147556179487,15.7487754691,39
 psp_lev-21-narodni-socialiste,psp_politicke-hnuti-zmena,0.2964331709358973,11.560893666499997,39
 psp_lev-21-narodni-socialiste,psp_volte-pravy-blok-www-cibulka-net,0.3265294568961538,12.73464881895,39
 psp_lev-21-narodni-socialiste,psp_hnuti-usvit-prime-demokracie,0.40327107339615376,15.727571862449997,39
 psp_lev-21-narodni-socialiste,psp_spoz,0.3111546751846154,12.135032332200002,39
 psp_lev-21-narodni-socialiste,psp_top-09,0.6012690027871795,23.449491108700002,39
 psp_lev-21-narodni-socialiste,psp_delnicka-strana-socialni-spravedlnosti,0.3942409433564102,15.375396790899998,39
 psp_lev-21-narodni-socialiste,psp_komunisticka-strana-cech-a-moravy,0.325298130875641,12.68662710415,39
 psp_hlavu-vzhuru,president_1,0.405170674786,10.12926686965,25
 psp_hlavu-vzhuru,president_2,0.6528900157059999,16.322250392649998,25
 psp_hlavu-vzhuru,president_3,0.46889272072,11.722318018,25
 psp_hlavu-vzhuru,president_4,0.523175310158,13.07938275395,25
 psp_hlavu-vzhuru,president_5,0.53727529316,13.431882329,25
 psp_hlavu-vzhuru,president_6,0.71366160667,17.84154016675,25
 psp_hlavu-vzhuru,president_7,0.595949878886,14.89874697215,25
 psp_hlavu-vzhuru,president_8,0.521085809594,13.027145239849999,25
 psp_hlavu-vzhuru,psp_ano,0.673619492494872,26.271160207300007,39
 psp_hlavu-vzhuru,psp_politicke-hnuti-zmena,0.6846681794256411,26.702058997600002,39
 psp_hlavu-vzhuru,psp_volte-pravy-blok-www-cibulka-net,0.5384133490576923,20.998120613250002,39
 psp_hlavu-vzhuru,psp_hnuti-usvit-prime-demokracie,0.6764004604423077,26.37961795725,39
 psp_hlavu-vzhuru,psp_spoz,0.6008543136051282,23.4333182306,39
 psp_hlavu-vzhuru,psp_top-09,0.5120645085384616,19.970515833000004,39
 psp_hlavu-vzhuru,psp_delnicka-strana-socialni-spravedlnosti,0.5153684285923078,20.099368715100002,39
 psp_hlavu-vzhuru,psp_komunisticka-strana-cech-a-moravy,0.671710891870513,26.196724782950007,39
 psp_hlavu-vzhuru,psp_lev-21-narodni-socialiste,0.6526880961307692,25.4548357491,39
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,president_1,0.63186948496,15.796737123999998,25
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,president_2,0.42772707424799994,10.6931768562,25
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,president_3,0.196551025566,4.91377563915,25
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,president_4,0.430470136856,10.7617534214,25
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,president_5,0.267662509266,6.69156273165,25
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,president_6,0.704770951504,17.6192737876,25
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,president_7,0.645161614004,16.1290403501,25
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,president_8,0.4304088695719999,10.760221739299999,25
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,psp_ano,0.5087036913076923,19.839443961,39
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,psp_politicke-hnuti-zmena,0.6229799193256411,24.296216853700003,39
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,psp_volte-pravy-blok-www-cibulka-net,0.5315017249525642,20.728567273150002,39
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,psp_hnuti-usvit-prime-demokracie,0.46078682527564113,17.970686185750004,39
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,psp_spoz,0.6361206540358975,24.808705507400003,39
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,psp_top-09,0.31234668100256413,12.1815205591,39
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,psp_delnicka-strana-socialni-spravedlnosti,0.8370674093717949,32.6456289655,39
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,psp_komunisticka-strana-cech-a-moravy,0.6423281749807693,25.050798824250005,39
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,psp_lev-21-narodni-socialiste,0.7385693234153846,28.804203613200002,39
 psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,psp_hlavu-vzhuru,0.439200921674359,17.1288359453,39
 psp_cssd,president_1,0.315890437196,7.8972609299,25
 psp_cssd,president_2,0.300396706864,7.5099176716,25
 psp_cssd,president_3,0.6331043923539998,15.827609808849997,25
 psp_cssd,president_4,0.256323474996,6.4080868749,25
 psp_cssd,president_5,0.5241176573659999,13.102941434149999,25
 psp_cssd,president_6,0.12058512183600001,3.0146280459000003,25
 psp_cssd,president_7,0.140825046572,3.5206261643000003,25
 psp_cssd,president_8,0.35945072507200004,8.9862681268,25
 psp_cssd,psp_ano,0.37635391506538474,14.677802687550004,39
 psp_cssd,psp_politicke-hnuti-zmena,0.2949523329346154,11.503140984450003,39
 psp_cssd,psp_volte-pravy-blok-www-cibulka-net,0.37895700899487184,14.779323350800002,39
 psp_cssd,psp_hnuti-usvit-prime-demokracie,0.4325395547871794,16.869042636699998,39
 psp_cssd,psp_spoz,0.277212479573077,10.811286703350003,39
 psp_cssd,psp_top-09,0.5441790482448718,21.222982881550003,39
 psp_cssd,psp_delnicka-strana-socialni-spravedlnosti,0.42633101358076925,16.62690952965,39
 psp_cssd,psp_komunisticka-strana-cech-a-moravy,0.31762730523076926,12.387464904000002,39
 psp_cssd,psp_lev-21-narodni-socialiste,0.2496195723141026,9.73516332025,39
 psp_cssd,psp_hlavu-vzhuru,0.6059116531628206,23.630554473350003,39
 psp_cssd,psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,0.6487563426961539,25.301497365150002,39
 psp_ceska-piratska-strana,president_1,0.37281831445400004,9.32045786135,25
 psp_ceska-piratska-strana,president_2,0.46773058006599993,11.693264501649999,25
 psp_ceska-piratska-strana,president_3,0.3831649584399999,9.579123960999999,25
 psp_ceska-piratska-strana,president_4,0.342075708278,8.55189270695,25
 psp_ceska-piratska-strana,president_5,0.6107784357439998,15.269460893599996,25
 psp_ceska-piratska-strana,president_6,0.258539482718,6.46348706795,25
 psp_ceska-piratska-strana,president_7,0.383295916974,9.58239792435,25
 psp_ceska-piratska-strana,president_8,0.273834873974,6.845871849350001,25
 psp_ceska-piratska-strana,psp_ano,0.35468563312051277,13.832739691699999,39
 psp_ceska-piratska-strana,psp_politicke-hnuti-zmena,0.2658664109538461,10.3687900272,39
 psp_ceska-piratska-strana,psp_volte-pravy-blok-www-cibulka-net,0.3470559186064103,13.53518082565,39
 psp_ceska-piratska-strana,psp_hnuti-usvit-prime-demokracie,0.30467149220128203,11.882188195849999,39
 psp_ceska-piratska-strana,psp_spoz,0.40773231717948716,15.901560369999999,39
 psp_ceska-piratska-strana,psp_top-09,0.4419325124897435,17.2353679871,39
 psp_ceska-piratska-strana,psp_delnicka-strana-socialni-spravedlnosti,0.5193046439358975,20.252881113500003,39
 psp_ceska-piratska-strana,psp_komunisticka-strana-cech-a-moravy,0.38579417629615387,15.045972875550001,39
 psp_ceska-piratska-strana,psp_lev-21-narodni-socialiste,0.3643409748358975,14.209298018600002,39
 psp_ceska-piratska-strana,psp_hlavu-vzhuru,0.6397753405512822,24.951238281500004,39
 psp_ceska-piratska-strana,psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,0.4983817673,19.4368889247,39
 psp_ceska-piratska-strana,psp_cssd,0.4485698320525641,17.49422345005,39
 psp_kdu-csl,president_1,0.499293492582,12.48233731455,25
 psp_kdu-csl,president_2,0.254035168394,6.3508792098499995,25
 psp_kdu-csl,president_3,0.25034363942000004,6.258590985500001,25
 psp_kdu-csl,president_4,0.252904185762,6.32260464405,25
 psp_kdu-csl,president_5,0.34737722583600006,8.684430645900001,25
 psp_kdu-csl,president_6,0.44418507694199993,11.104626923549999,25
 psp_kdu-csl,president_7,0.426085701178,10.65214252945,25
 psp_kdu-csl,president_8,0.44744906687799996,11.18622667195,25
 psp_kdu-csl,psp_ano,0.4042948143064103,15.767497757950002,39
 psp_kdu-csl,psp_politicke-hnuti-zmena,0.3562639696064103,13.894294814650003,39
 psp_kdu-csl,psp_volte-pravy-blok-www-cibulka-net,0.32055274544615386,12.5015570724,39
 psp_kdu-csl,psp_hnuti-usvit-prime-demokracie,0.35682115904358974,13.9160252027,39
 psp_kdu-csl,psp_spoz,0.3399940888910257,13.259769466750003,39
 psp_kdu-csl,psp_top-09,0.3687363852500001,14.380719024750002,39
 psp_kdu-csl,psp_delnicka-strana-socialni-spravedlnosti,0.5979494956089744,23.32003032875,39
 psp_kdu-csl,psp_komunisticka-strana-cech-a-moravy,0.40923456025641025,15.96014785,39
 psp_kdu-csl,psp_lev-21-narodni-socialiste,0.44524442386538465,17.36453253075,39
 psp_kdu-csl,psp_hlavu-vzhuru,0.5625728583551283,21.94034147585,39
 psp_kdu-csl,psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,0.44912889291666674,17.516026823750003,39
 psp_kdu-csl,psp_cssd,0.3309283531025642,12.906205771000003,39
 psp_kdu-csl,psp_ceska-piratska-strana,0.4742429505551283,18.495475071650002,39
 psp_suverenita-strana-zdraveho-rozumu,president_1,0.189868817704,4.7467204426,25
 psp_suverenita-strana-zdraveho-rozumu,president_2,0.5882233285679999,14.705583214199997,25
 psp_suverenita-strana-zdraveho-rozumu,president_3,0.64158217535,16.039554383749998,25
 psp_suverenita-strana-zdraveho-rozumu,president_4,0.5275095941240001,13.187739853100002,25
 psp_suverenita-strana-zdraveho-rozumu,president_5,0.706866833422,17.67167083555,25
 psp_suverenita-strana-zdraveho-rozumu,president_6,0.541806733944,13.5451683486,25
 psp_suverenita-strana-zdraveho-rozumu,president_7,0.380648021808,9.5162005452,25
 psp_suverenita-strana-zdraveho-rozumu,president_8,0.41460932223999997,10.365233056,25
 psp_suverenita-strana-zdraveho-rozumu,psp_ano,0.3759812152282051,14.6632673939,39
 psp_suverenita-strana-zdraveho-rozumu,psp_politicke-hnuti-zmena,0.465258302802564,18.145073809299998,39
 psp_suverenita-strana-zdraveho-rozumu,psp_volte-pravy-blok-www-cibulka-net,0.3438187838730769,13.408932571049998,39
 psp_suverenita-strana-zdraveho-rozumu,psp_hnuti-usvit-prime-demokracie,0.40046360762435895,15.618080697349999,39
 psp_suverenita-strana-zdraveho-rozumu,psp_spoz,0.35760202254615386,13.9464788793,39
 psp_suverenita-strana-zdraveho-rozumu,psp_top-09,0.5997640490538462,23.390797913100002,39
 psp_suverenita-strana-zdraveho-rozumu,psp_delnicka-strana-socialni-spravedlnosti,0.29530633794615385,11.5169471799,39
 psp_suverenita-strana-zdraveho-rozumu,psp_komunisticka-strana-cech-a-moravy,0.39530118635769235,15.416746267950002,39
 psp_suverenita-strana-zdraveho-rozumu,psp_lev-21-narodni-socialiste,0.3987121539358975,15.549774003500001,39
 psp_suverenita-strana-zdraveho-rozumu,psp_hlavu-vzhuru,0.520381269497436,20.294869510400005,39
 psp_suverenita-strana-zdraveho-rozumu,psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,0.569611702423077,22.214856394500003,39
 psp_suverenita-strana-zdraveho-rozumu,psp_cssd,0.41244961134487185,16.085534842450002,39
 psp_suverenita-strana-zdraveho-rozumu,psp_ceska-piratska-strana,0.3688669199025641,14.3858098762,39
 psp_suverenita-strana-zdraveho-rozumu,psp_kdu-csl,0.5163805735166667,20.138842367149998,39
 psp_obcanska-demokraticka-strana-ods,president_1,0.6240008561799999,15.600021404499998,25
 psp_obcanska-demokraticka-strana-ods,president_2,0.41985844546799994,10.496461136699999,25
 psp_obcanska-demokraticka-strana-ods,president_3,0.289035649386,7.225891234650001,25
 psp_obcanska-demokraticka-strana-ods,president_4,0.464990084884,11.6247521221,25
 psp_obcanska-demokraticka-strana-ods,president_5,0.405972890034,10.14932225085,25
 psp_obcanska-demokraticka-strana-ods,president_6,0.7392908995319999,18.482272488299998,25
 psp_obcanska-demokraticka-strana-ods,president_7,0.6372929852239999,15.932324630599998,25
 psp_obcanska-demokraticka-strana-ods,president_8,0.573035045552,14.3258761388,25
 psp_obcanska-demokraticka-strana-ods,psp_ano,0.6661876855961538,25.98131973825,39
 psp_obcanska-demokraticka-strana-ods,psp_politicke-hnuti-zmena,0.6384788327012821,24.900674475350005,39
 psp_obcanska-demokraticka-strana-ods,psp_volte-pravy-blok-www-cibulka-net,0.6045450578076924,23.577257254500005,39
 psp_obcanska-demokraticka-strana-ods,psp_hnuti-usvit-prime-demokracie,0.5344708837128206,20.8443644648,39
 psp_obcanska-demokraticka-strana-ods,psp_spoz,0.7104480486500001,27.707473897350003,39
 psp_obcanska-demokraticka-strana-ods,psp_top-09,0.39225211324743603,15.297832416650005,39
 psp_obcanska-demokraticka-strana-ods,psp_delnicka-strana-socialni-spravedlnosti,0.802268030244872,31.288453179550007,39
 psp_obcanska-demokraticka-strana-ods,psp_komunisticka-strana-cech-a-moravy,0.7746411532282053,30.211004975900003,39
 psp_obcanska-demokraticka-strana-ods,psp_lev-21-narodni-socialiste,0.7862877681987178,30.665222959749997,39
 psp_obcanska-demokraticka-strana-ods,psp_hlavu-vzhuru,0.5724222329115385,22.32446708355,39
 psp_obcanska-demokraticka-strana-ods,psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,0.38124566147051286,14.86858079735,39
 psp_obcanska-demokraticka-strana-ods,psp_cssd,0.7447020236717948,29.0433789232,39
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 psp_strana-zelenych,psp_kdu-csl,0.3302379137166667,12.879278634950001,39
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 psp_strana-svobodnych-obcanu,psp_cssd,0.804259982552564,31.366139319549998,39
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 senat_2014_208,senat_2014_32,0.18222599225000002,6.1956837365,34
 senat_2014_208,senat_2014_120,0.3023844662632353,10.28107185295,34
 senat_2014_208,senat_2014_31,0.1585163603897059,5.38955625325,34
 senat_2014_208,senat_2014_132,0.5501135601897059,18.70386104645,34
 senat_2014_208,senat_2014_76,0.5045309504970589,17.154052316900003,34
 senat_2014_208,senat_2014_105,0.21752692986764702,7.395915615499999,34
 senat_2014_208,senat_2014_125,0.3151949367147059,10.7166278483,34
 senat_2014_208,senat_2014_236,0.3062432882352941,10.4122718,34
 senat_2014_208,senat_2014_78,0.33790604968676474,11.48880568935,34
 senat_2014_208,senat_2014_74,0.39746505644705876,13.513811919199998,34
 senat_2014_208,senat_2014_115,0.38490455385588235,13.0867548311,34
 senat_2014_208,senat_2014_139,0.25263906234852945,8.589728119850001,34
 senat_2014_208,senat_2014_10,0.2627889046794118,8.934822759100001,34
 senat_2014_208,senat_2014_47,0.40909526790735296,13.90923910885,34
 senat_2014_208,senat_2014_6,0.44778136078676467,15.22456626675,34
 senat_2014_208,senat_2014_52,0.276185026125,9.39029088825,34
 senat_2014_208,senat_2014_92,0.3138875407455882,10.67217638535,34
 senat_2014_208,senat_2014_67,0.32623396445,11.091954791300001,34
 senat_2014_208,senat_2014_85,0.6180006458029412,21.012021957300004,34
 senat_2014_208,senat_2014_254,0.32857849580882353,11.1716688575,34
 senat_2014_208,senat_2014_157,0.3906026708764707,13.280490809800003,34
 senat_2014_208,senat_2014_17,0.4335711550073529,14.741419270249999,34
 senat_2014_208,senat_2014_81,0.3594715870617647,12.2220339601,34
 senat_2014_208,senat_2014_43,0.36931582622352943,12.556738091600002,34
 senat_2014_208,senat_2014_128,0.3239616319779412,11.01469548725,34
 senat_2014_208,senat_2014_71,0.2996015161470589,10.186451549000001,34
 senat_2014_208,senat_2014_172,0.2939201966970588,9.9932866877,34
 senat_2014_208,senat_2014_30,0.5352830109544118,18.19962237245,34
 senat_2014_208,senat_2014_119,0.5501135601897059,18.70386104645,34
 senat_2014_208,senat_2014_39,0.3784358378308823,12.866818486249999,34
 senat_2014_208,senat_2014_54,0.16287917063235294,5.5378918015,34
 senat_2014_208,senat_2014_130,0.37211831457941175,12.6520226957,34
 senat_2014_208,senat_2014_114,0.2679219659602941,9.10934684265,34
 senat_2014_208,senat_2014_45,0.46445826960000014,15.791581166400004,34
 senat_2014_208,senat_2014_80,0.32085005464117655,10.908901857800002,34
 senat_2014_208,senat_2014_133,0.2519679841911765,8.5669114625,34
 senat_2014_208,senat_2014_149,0.13921899463088236,4.73344581745,34
 senat_2014_208,senat_2014_3,0.19655730305,6.6829483037,34
 senat_2014_208,senat_2014_201,0.3278870890735294,11.1481610285,34
 senat_2014_208,senat_2014_247,0.6518027696338237,22.161294167550004,34
 senat_2014_208,senat_2014_68,0.31078487738235294,10.566685831000001,34
 senat_2014_208,senat_2014_167,0.5663949202529412,19.257427288600002,34
 senat_2014_208,senat_2014_140,0.24375123753823527,8.2875420763,34
 senat_2014_208,senat_2014_229,0.4498964339029412,15.2964787527,34
 senat_2014_208,senat_2014_88,0.22112382858676471,7.51821017195,34
 senat_2014_208,senat_2014_196,0.24939889832500003,8.479562543050001,34
 senat_2014_208,senat_2014_62,0.3275262269455883,11.135891716150002,34
 senat_2014_208,senat_2014_224,0.18146777101176473,6.169904214400001,34
 senat_2014_208,senat_2014_118,0.19932148838088234,6.7769306049499995,34
 senat_2014_208,senat_2014_106,0.3977657112632353,13.52403418295,34
 senat_2014_208,senat_2014_55,0.5318580257382354,18.083172875100004,34
 senat_2014_208,senat_2014_104,0.4618925845411765,15.7043478744,34
 senat_2014_208,senat_2014_37,0.40665444721470595,13.826251205300002,34
 senat_2014_208,senat_2014_152,0.20614425915441179,7.008904811250001,34
 senat_2014_208,senat_2014_235,0.14967033715,5.0887914631,34
 senat_2014_208,senat_2014_161,0.31455575127941177,10.6948955435,34
 senat_2014_208,senat_2014_75,0.31267123282058823,10.6308219159,34
 senat_2014_208,senat_2014_36,0.3772052614338236,12.824978888750003,34
 senat_2014_208,senat_2014_154,0.2882626149529412,9.800928908400001,34
 senat_2014_208,senat_2014_82,0.4022317916794117,13.675880917099997,34
 senat_2014_208,senat_2014_248,0.6072469483485294,20.646396243850003,34
 senat_2014_208,senat_2014_136,0.1986334933411765,6.753538773600001,34
 senat_2014_208,senat_2014_12,0.23212122955588232,7.8921218048999995,34
 senat_2014_208,senat_2014_26,0.37154937909264707,12.63267888915,34
 senat_2014_208,senat_2014_151,0.4002188775691176,13.607441837349999,34
 senat_2014_208,senat_2014_69,0.2707004051720588,9.20381377585,34
 senat_2014_208,senat_2014_97,0.4735848273426471,16.101884129650003,34
 senat_2014_208,senat_2014_230,0.49174430880441167,16.719306499349997,34
 senat_2014_208,senat_2014_40,0.15513430011470586,5.274566203899999,34
 senat_2014_208,senat_2014_86,0.32965983305588237,11.2084343239,34
 senat_2014_208,senat_2014_18,0.2035304498647059,6.9200352954,34
 senat_2014_208,senat_2014_123,0.18095108444558822,6.152336871149999,34
 senat_2014_208,senat_2014_252,0.260629308025,8.86139647285,34
 senat_2014_208,senat_2014_7,0.35666260134999994,12.126528445899998,34
 senat_2014_208,senat_2014_59,0.27720258220294125,9.424887794900002,34
 senat_2014_208,senat_2014_107,0.4918087924852942,16.721498944500002,34
 senat_2014_208,senat_2014_190,0.11773316385441177,4.00292757105,34
 senat_2014_208,senat_2014_134,0.1622158628867647,5.51533933815,34
 senat_2014_208,senat_2014_109,0.1241512356,4.2211420104,34
 senat_2014_208,senat_2014_38,0.3378730004117647,11.487682014,34
 senat_2014_208,senat_2014_84,0.5300114945308824,18.02039081405,34
 senat_2014_208,senat_2014_98,0.2827300999441177,9.612823398100002,34
 senat_2014_208,senat_2014_183,0.25754494553823526,8.7565281483,34
 senat_2014_208,senat_2014_233,0.27170747253970584,9.23805406635,34
 senat_2014_159,president_1,0.40737227816750005,8.14744556335,20
 senat_2014_159,president_2,0.43503031366249995,8.70060627325,20
 senat_2014_159,president_3,0.5371674931199999,10.743349862399999,20
 senat_2014_159,president_4,0.2861169433525,5.7223388670499995,20
 senat_2014_159,president_5,0.4735577716525,9.47115543305,20
 senat_2014_159,president_6,0.219570354235,4.3914070847,20
 senat_2014_159,president_7,0.31041566280000005,6.208313256000001,20
 senat_2014_159,president_8,0.36244486397750003,7.24889727955,20
 senat_2014_159,psp_ano,0.25721265969999996,8.7452304298,34
 senat_2014_159,psp_politicke-hnuti-zmena,0.35570291538970594,12.093899123250003,34
 senat_2014_159,psp_volte-pravy-blok-www-cibulka-net,0.38322412879705886,13.0296203791,34
 senat_2014_159,psp_hnuti-usvit-prime-demokracie,0.45918341365147064,15.612236064150002,34
 senat_2014_159,psp_spoz,0.31787770365882356,10.807841924400002,34
 senat_2014_159,psp_top-09,0.4068731436161765,13.833686882950001,34
 senat_2014_159,psp_delnicka-strana-socialni-spravedlnosti,0.53342074065,18.1363051821,34
 senat_2014_159,psp_komunisticka-strana-cech-a-moravy,0.27393566525000007,9.313812618500002,34
 senat_2014_159,psp_lev-21-narodni-socialiste,0.3156960588647059,10.733666001400001,34
 senat_2014_159,psp_hlavu-vzhuru,0.6050349961382354,20.571189868700003,34
 senat_2014_159,psp_koruna-ceska-monarchisticka-strana-cech-moravy-a-slezska,0.5207799247308823,17.70651744085,34
 senat_2014_159,psp_cssd,0.27345476191911766,9.29746190525,34
 senat_2014_159,psp_ceska-piratska-strana,0.32211324027058824,10.9518501692,34
 senat_2014_159,psp_kdu-csl,0.428982757114706,14.585413741900004,34
 senat_2014_159,psp_suverenita-strana-zdraveho-rozumu,0.43855616721176477,14.910909685200002,34
 senat_2014_159,psp_obcanska-demokraticka-strana-ods,0.6761443796676468,22.988908908699994,34
 senat_2014_159,psp_strana-zelenych,0.29879421127058825,10.159003183200001,34
 senat_2014_159,psp_strana-svobodnych-obcanu,0.5665257149264706,19.2618743075,34
 senat_2014_159,psp_strana-soukromniku-ceske-republiky,0.441457058907353,15.00954000285,34
 senat_2014_159,psp_obcane-2011,0.34928156007352945,11.875573042500001,34
 senat_2014_159,psp_klub-angazovanych-nestraniku,0.32614883934558825,11.089060537750001,34
 senat_2014_159,senat_2014_124,0.7773094604441178,26.428521655100003,34
 senat_2014_159,senat_2014_195,0.29346510755441174,9.97781365685,34
 senat_2014_159,senat_2014_227,0.486349196225,16.53587267165,34
 senat_2014_159,senat_2014_142,0.5050224320294119,17.170762689000004,34
 senat_2014_159,senat_2014_170,0.5125760198,17.427584673200002,34
 senat_2014_159,senat_2014_155,0.49841585702794133,16.946139138950006,34
 senat_2014_159,senat_2014_32,0.4078126244794118,13.865629232300002,34
 senat_2014_159,senat_2014_120,0.34837672744852943,11.844808733250002,34
 senat_2014_159,senat_2014_31,0.37450004570441175,12.73300155395,34
 senat_2014_159,senat_2014_132,0.49841585702794133,16.946139138950006,34
 senat_2014_159,senat_2014_76,0.44544275359705887,15.145053622300003,34
 senat_2014_159,senat_2014_105,0.24013824259705885,8.1647002483,34
 senat_2014_159,senat_2014_125,0.37155357320882354,12.632821489100001,34
 senat_2014_159,senat_2014_236,0.42248132307941183,14.364364984700002,34
 senat_2014_159,senat_2014_78,0.39462338709558825,13.417195161250001,34
 senat_2014_159,senat_2014_74,0.33076383843529417,11.2459705068,34
 senat_2014_159,senat_2014_115,0.35836140087058826,12.184287629600002,34
 senat_2014_159,senat_2014_139,0.20757744235147058,7.05763303995,34
 senat_2014_159,senat_2014_10,0.4177671348588236,14.204082585200002,34
 senat_2014_159,senat_2014_47,0.3530412372955883,12.003402068050002,34
 senat_2014_159,senat_2014_6,0.46822926198676473,15.919794907550001,34
 senat_2014_159,senat_2014_52,0.20198536037205883,6.867
diff --git a/distances.ods b/distances.ods
diff --git a/ellipse.csv b/ellipse.csv
diff --git a/ellipse.r b/ellipse.r
diff --git a/ellipse.txt b/ellipse.txt
diff --git a/ellipses.csv b/ellipses.csv
diff --git a/index.html b/index.html
diff --git a/rotate_cutting_lines.txt b/rotate_cutting_lines.txt
diff --git a/thumbnail.png b/thumbnail.png
diff --git a/tmp.csv b/tmp.csv
diff --git a/xap_scaled_rot.csv b/xap_scaled_rot.csv
	import csv

	li1 = ['pirati']
	li2 = ['kdu-csl']

	distances = []
	with open("distances.csv") as f:
	csvr = csv.DictReader(f)
	for r in csvr:
	distances.append(r)

	meta = {}
	with open("all_data.csv") as f:
	csvr = csv.DictReader(f)
	for r in csvr:
	meta[r['voter_id']] = r

	s = 0
	n = 0
	data = []
	for r in distances:
	if (meta[r['voter_id1']]['group_id'] in li1) and (meta[r['voter_id2']]['group_id'] in li2):
	# if r['voter_id2'] == 'president_1' and (meta[r['voter_id1']]['group_id'] in li2):
	s += float(r['sum'])
	n += int(r['n'])
	data.append([r['distance'],r['n']])

	print(s/n,s,n)

	with open("tmp.csv","w") as fout:
	csvw = csv.writer(fout)
	for row in data:
	csvw.writerow(row)
	<!DOCTYPE html>
	<html lang="en">
	<head>
	<meta charset="utf-8">
	<title>W-PCA Scatterplot Chart</title>
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<meta name="description" content="WPCA scatter plot">
	<meta name="author" content="Michal Škop">

	<script src="http://d3js.org/d3.v3.min.js"></script>
	<script src="./d3.scatterplotwithlineplot.js"></script>
	<script src="./d3.tips.js"></script>
	<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootswatch/3.3.5/united/bootstrap.min.css">

	<style type="text/css">

	/* note: we duplicate some of the styles (css, and as attributes of svg elements), so FF displays it correctly, and it is possible to generate png */
	.tick {
	fill-opacity: 0;
	stroke: #000000;
	stroke-width: 1;
	}

	.domain {
	fill: none;
	fill-opacity: 0;
	stroke: black;
	stroke-width: 1;
	}
	.axis line {
	fill: none;
	fill-opacity: 0;
	stroke: black;
	stroke-width: 1;
	shape-rendering: crispEdges;
	}

	.axis text {
	font-family: sans-serif;
	font-size: 11px;
	stroke: gray;
	}
	circle:hover {
	fill-opacity: 1;
	}
	.label {
	font-family: sans-serif;
	font-size: 15px;
	}

	.d3-tip {
	line-height: 1;
	font-weight: bold;
	padding: 12px;
	background: rgba(0, 0, 0, 0.8);
	color: #fff;
	border-radius: 2px;
	pointer-events: none;
	max-width: 400px;
	}
	/* Creates a small triangle extender for the tooltip */
	.d3-tip:after {
	box-sizing: border-box;
	display: inline;
	font-size: 10px;
	width: 100%;
	line-height: 1;
	color: rgba(0, 0, 0, 0.8);
	position: absolute;
	pointer-events: none;
	}
	/* Northward tooltips */
	.d3-tip:after {
	content: "\25BC";
	margin: -1px 0 0 0;
	top: 100%;
	left: 0;
	text-align: center;
	}
	line {
	stroke:gray;
	stroke-width:0;
	opacity: .3;
	}
	.perfect {
	stroke: gray;
	stroke-width:0;
	opacity: 0.7;
	}
	#chart {
	padding-top:30px;
	}
	</style>
	</head>
	<body>
	<nav class="navbar navbar-default">
	<div class="container">
	<div class="navbar-header">
	<h2>Spatial distribution of Czech political parties based on their answers in VAA <a href="http://volebnikalkulacka.cz" class="text-success">VolebniKalkulacka.cz</a> before general elections 2013</h2>
	</div>
	</div>
	</nav>
	<div id="chart"></div>
	<div class="alert alert-info">
	<p>Each bubble represents one political party, the size represents election result.
	<p><a href="http://bl.ocks.org/michalskop/8514867">W-PCA</a> model is used, the model is estimated using 10 biggest parties, the others were projected into the model.


	<script type="text/javascript">

	d3.csv("all_data_ten_1.csv", function(voters) {
	d3.csv("cutting_lines_ten.csv", function(lines) {
	linesselected = [];
	for (k in lines) {
	if ((parseFloat(lines[k]['loss']) < 1.5) && (parseFloat(lines[k]['cl_beta0']) < 50)) {
	beta = [lines[k]['normal_x'],lines[k]['normal_y']];
	beta0 = lines[k]['cl_beta0'];
	if (beta[1] != 0) {
	lines[k]['a'] = -beta0/beta[1];
	lines[k]['b'] = -beta[0]/beta[1];
	} else {
	lines[k]['a'] = 0;
	lines[k]['b'] = 0;
	}
	//add class for a perfect cut:
	if (lines[k]['loss'] == 0) {
	lines[k]['class'] = 'perfect';
	} else {
	lines[k]['class'] = 'non-perfect';
	}
	lines[k]['name'] = lines[k]["motion:name"];
	linesselected.push(lines[k]);
	}
	}

	spdata = [];
	voters.forEach(function(d) {
	spdata.push({"x":d["wpca:d1"],"y":d["wpca:d2"],"r":d["r"],"color":d["color"],"name":d["name"],"opacity":d["opacity"]})
	});
	var scatterplotwithlineplot = [{
	"data": spdata,
	"margin": {top: 10, right: 10, bottom: 30, left: 30},
	"axes": {"labels":{"x":"DIM 1", "y":"DIM 2"}},
	"minmax":{"x":{'min':-1,'max':1},"y":{'min':-1,'max':1},"r":{'min':0,'max':1},"rrange":{'min':0,'max':100}},
	"size":{"width":500,"height":500},
	"lines": linesselected
	}];

	var svg = d3.select("#chart")
	.append("svg")
	.attr("width",scatterplotwithlineplot[0]['size']['width'])
	.attr("height",scatterplotwithlineplot[0]['size']['height']);

	/* Initialize tooltip */
	tip = d3.tip().attr('class', 'd3-tip').html(function(d) {
	return "<span class=\'stronger\'>" + d["name"] + "</span><br>";
	});

	/* Invoke the tip in the context of your visualization */
	svg.call(tip)

	var sp = d3.scatterplotwithlineplot()
	.data(function(d) {return d.data})
	.margin(function(d) {return d.margin})
	.axes(function(d) {return d.axes})
	.minmax(function(d) {return d.minmax})
	.size(function(d) {return d.size})
	.lines(function(d) {return d.lines})

	var scatter = svg.selectAll(".scatterplot")
	.data(scatterplotwithlineplot)
	.enter()
	.append("svg:g")
	.attr("transform", "translate(" + scatterplotwithlineplot[0].margin.left + "," + scatterplotwithlineplot[0].margin.top + ")")
	.call(sp);
	})
	})
	</script>
	</body>
	</html>
	import csv

	def is_number(s):
	try:
	float(s)
	return True
	except ValueError:
	return False

	master = []
	with open("xap_scaled_rot.csv") as f1:
	i = 0
	csvr1 = csv.reader(f1)
	for r1 in csvr1:
	if i>0:
	master.append(r1)
	i += 1

	i = 0
	data = []
	for r1 in master:
	j = 0
	for r2 in master:
	if i > j:
	s = 0
	n = 0
	for k in range(1,len(r1)):
	if is_number(r1[k]) and is_number(r2[k]):
	s += abs(float(r1[k])-float(r2[k]))/2
	n += 1
	data.append([r1[0],r2[0],s/n,s,n])
	j += 1
	# print(i,j)
	i += 1

	with open("distances.csv","w") as fout:
	csvw = csv.writer(fout)
	csvw.writerow(["voter_id1","voter_id2","distance","sum","n"])
	for row in data:
	csvw.writerow(row)
	<!DOCTYPE html>
	<html lang="cs">
	<head>
	<meta charset="utf-8">
	<title>W-PCA Scatterplot Chart</title>
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<meta name="description" content="WPCA scatter plot">
	<meta name="author" content="Michal Škop">

	<script src="http://d3js.org/d3.v3.min.js"></script>
	<script src="./d3.scatterplotwithlineplot.js"></script>
	<script src="./d3.tips.js"></script>

	<style type="text/css">

	/* note: we duplicate some of the styles (css, and as attributes of svg elements), so FF displays it correctly, and it is possible to generate png */
	.tick {
	fill-opacity: 0;
	stroke: #000000;
	stroke-width: 1;
	}

	.domain {
	fill: none;
	fill-opacity: 0;
	stroke: black;
	stroke-width: 1;
	}
	.axis line {
	fill: none;
	fill-opacity: 0;
	stroke: black;
	stroke-width: 1;
	shape-rendering: crispEdges;
	}

	.axis text {
	font-family: sans-serif;
	font-size: 11px;
	stroke: gray;
	}
	circle:hover {
	fill-opacity: 1;
	}
	.label {
	font-family: sans-serif;
	font-size: 15px;
	}

	.d3-tip {
	line-height: 1;
	font-weight: bold;
	padding: 12px;
	background: rgba(0, 0, 0, 0.8);
	color: #fff;
	border-radius: 2px;
	pointer-events: none;
	max-width: 400px;
	}
	/* Creates a small triangle extender for the tooltip */
	.d3-tip:after {
	box-sizing: border-box;
	display: inline;
	font-size: 10px;
	width: 100%;
	line-height: 1;
	color: rgba(0, 0, 0, 0.8);
	position: absolute;
	pointer-events: none;
	}
	/* Northward tooltips */
	.d3-tip:after {
	content: "\25BC";
	margin: -1px 0 0 0;
	top: 100%;
	left: 0;
	text-align: center;
	}
	line {
	stroke:gray;
	stroke-width:0.5;
	opacity: .5;
	}
	.perfect {
	stroke: gray;
	stroke-width:0.5;
	opacity: 0.5;
	}
	#chart {
	margin-top:100px;
	}
	</style>
	</head>
	<body>
	<div id="chart"></div>


	<script type="text/javascript">

	d3.csv("all_data.csv", function(voters) {
	d3.csv("cutting_lines_psp.csv", function(lines) {
	linesselected = [];
	for (k in lines) {
	if ((parseFloat(lines[k]['loss']) < 1.5) && (parseFloat(lines[k]['cl_beta0']) < 50)) {
	beta = [lines[k]['normal_x'],lines[k]['normal_y']];
	beta0 = lines[k]['cl_beta0'];
	if (beta[1] != 0) {
	lines[k]['a'] = -beta0/beta[1];
	lines[k]['b'] = -beta[0]/beta[1];
	} else {
	lines[k]['a'] = 0;
	lines[k]['b'] = 0;
	}
	//add class for a perfect cut:
	if (lines[k]['loss'] == 0) {
	lines[k]['class'] = 'perfect';
	} else {
	lines[k]['class'] = 'non-perfect';
	}
	lines[k]['name'] = lines[k]["motion:name"];
	linesselected.push(lines[k]);
	}
	}

	spdata = [];
	voters.forEach(function(d) {
	spdata.push({"x":d["wpca:d1"],"y":d["wpca:d2"],"r":d["r"],"color":d["color"],"name":d["name"],"opacity":d["opacity"]})
	});
	var scatterplotwithlineplot = [{
	"data": spdata,
	"margin": {top: 10, right: 10, bottom: 30, left: 30},
	"axes": {"labels":{"x":"DIM 1", "y":"DIM 2"}},
	"minmax":{"x":{'min':-1,'max':1},"y":{'min':-1,'max':1},"r":{'min':0,'max':1},"rrange":{'min':0,'max':100}},
	"size":{"width":400,"height":400},
	"lines": linesselected
	}];

	var svg = d3.select("#chart")
	.append("svg")
	.attr("width",scatterplotwithlineplot[0]['size']['width'])
	.attr("height",scatterplotwithlineplot[0]['size']['height']);

	/* Initialize tooltip */
	tip = d3.tip().attr('class', 'd3-tip').html(function(d) {
	return "<span class=\'stronger\'>" + d["name"] + "</span><br>";
	});

	/* Invoke the tip in the context of your visualization */
	svg.call(tip)

	var sp = d3.scatterplotwithlineplot()
	.data(function(d) {return d.data})
	.margin(function(d) {return d.margin})
	.axes(function(d) {return d.axes})
	.minmax(function(d) {return d.minmax})
	.size(function(d) {return d.size})
	.lines(function(d) {return d.lines})

	var scatter = svg.selectAll(".scatterplot")
	.data(scatterplotwithlineplot)
	.enter()
	.append("svg:g")
	.attr("transform", "translate(" + scatterplotwithlineplot[0].margin.left + "," + scatterplotwithlineplot[0].margin.top + ")")
	.call(sp);
	})
	})
	</script>
	</body>
	</html>
id	normal_x	normal_y	cl_beta0	loss	motion:name
2	-1.0895605184	-1.7874774452	-0.409384351	2.0597993177	Armáda v zahraničí
3	2.858824173	-0.7021271992	0.0740528148	0.6684917546	Daňová progrese
6	-1.9856576346	-0.0336073275	1.1785596299	0.4221367819	Školné na VŠ
9	1.6500625165	2.5402994233	-0.4573632594	0.4440145789	Zrušení zdravotnických poplatků
10	0.7185340372	0.8080120722	0.5297227756	0.1479300998	Vystoupení z NATO
12	1.9948258467	1.6676777396	-0.4565715533	0.4051624483	Důchodová reforma
13	-0.3043558891	1.6069451172	0.8902842069	0	Vystoupení z EU
15	-1.8997625577	-1.7969121137	-0.2173801745	2.2634296101	Církevní restituce
16	1.5767311851	-2.7881101727	0.3455325806	0	Zavedení eura
18	2.1199658427	-0.3639415849	-1.1139402534	0	Zákon o prokázání nabytí majetku
22	-0.7122041842	-0.4128283819	-0.3599414426	0.6697527425	Poplatek za prázdná média
33	0.3797368619	0.0910697377	-2360.6798105263	0	Zveřejňování platů politiků a úředníků
35	-0.2168889515	-2.5912819717	-0.6267564234	1.0077217686	Protikorupční státní zastupitelství
37	0.5051872011	0.4068718171	0.1757664658	1.0568448599	Zavedení eutanazie
38	-0.4308963023	-0.4677245548	-0.1510060535	1.466152529	Zachování prezidentských milostí
40	1.6201749705	-0.8293202547	-0.5025842556	0.9153265032	Přímá volba prezidenta
43	1.2767959642	-0.8334613707	0.3913074416	0.9198078281	Adopce homosexuálními páry
44	0.7181444179	2.078382798	0.2271990984	2.2167999267	Zákaz stavby mešit
47	-1.0039664314	-0.84638247	-0.576004264	0.245811248	Zákon o vyrovnaném státním rozpočtu
48	1.3088868257	-0.774428373	-0.0485106311	2.4633206908	Rovnoměrné rozmístění státních institucí
49	1.4425796573	-0.7835014033	0.8776057309	0.1136228399	Kvóty pro ženy
50	1.4257779039	-2.5077067934	0.3141055622	0	Zákaz kouření v restauracích
54	2.3432853234	0.8206853362	-0.5248003596	0.560372937	Celostátní referendum
57	0.25951896	1.7661417566	0.6624101648	1.3121046769	Zrušení Senátu
59	2.1655304029	0.2163870165	-0.4767160958	1.6669589921	Lidová iniciativa
72	3.2829249498	-0.2777794433	0.302370041	0.2384178051	Měly by být zavedeny tzv. registrační pokladny.
76	0.2678020437	-0.6084454331	-0.3063780961	0.3659055008	Platnost smluv uzavřených veřejnou správnou by měla být podmíněna jejich zveřejněním v registru smluv.
77	1.0864306239	-0.1659529977	-0.746113929	0.1839079411	Kontrolní pravomoci NKÚ by měly být rozšířeny na samosprávy a obchodní společnosti s vlastnickou účastí veřejné správy.
80	0.2968335973	-1.8151422718	-0.9608286881	0	Účetnictví politických stran včetně smluv a dokladů by mělo být pravidelně zveřejňováno na internetu.
81	1.3153915221	-2.0487874992	-0.0029664509	1.1832452918	Povinné přidávání biosložek do paliv by mělo být i nadále zachováno.
82	2.585981981	0.1874601574	-0.7451542037	0	Sazba DPH na základní potraviny by měla být nejvýše 10 %.
83	-2.6836891021	-0.3537693825	0.7848518362	0	Národní podnik Budějovický Budvar by měl být privatizován.
84	-0.6899949946	-1.2201289273	0.0015530395	2.6574605368	Soudci by nadále měli být jmenováni do funkce doživotně.
85	2.2000058459	-0.3991894495	-0.7460606575	1.2822761287	Finanční podpora místo školek
86	1.5030124592	0.190843793	-0.6218209241	1.7401237058	Obchodní řetězce by měly nabízet povinně předepsaný podíl potravin od českých výrobců.
87	0.946177312	0.5476554965	-0.1736385439	1.4974957178	Spotřební daň z pohoných hmot by se měla snížit alespoň o 2 Kč/litr.
88	2.5941698968	-0.3181397875	-0.3342821646	0.8410983532	Regulace ČNB nebankovních společností
89	1.0629454636	-1.0267090805	-0.5068865866	1.306851903	Daňové zvýhodnění pro starší lidi
90	0.9502446112	-0.0244179382	0.4564959465	0.9375346503	Spotřební daň na alkohol by se měla zvýšit.
	/* requires D3 + https://github.com/Caged/d3-tip */
	d3.scatterplotwithlineplot = function() {
	unit_circle = true;
	function scatterplotwithlineplot(selection) {
	selection.each(function(d, i) {
	//options
	var data = (typeof(data) === "function" ? data(d) : d.data),
	lines = (typeof(lines) === "function" ? lines(d) : d.lines),
	margin = (typeof(margin) === "function" ? margin(d) : d.margin),
	axes = (typeof(axes) === "function" ? axes(d) : d.axes),
	minmax = (typeof(minmax) === "function" ? minmax(d) : d.minmax),
	size = (typeof(size) === "function" ? size(d) : d.size),
	unit_circle_val = (typeof(unit_circle) === "function" ? unit_circle(d) : unit_circle);

	// chart sizes
	var width = size['width'] - margin.left - margin.right,
	height = size['height'] - margin.top - margin.bottom;

	//scales
	var xScale = d3.scale.linear()
	.domain([minmax['x']['min'], minmax['x']['max']])
	.range([0, width])

	var yScale = d3.scale.linear()
	.domain([minmax['y']['min'], minmax['y']['max']])
	.range([height, 0])

	var rScale = d3.scale.linear()
	.domain([minmax['r']['min'],minmax['r']['max']])
	.range([minmax['rrange']['min'],minmax['rrange']['max']]);

	//axes
	var xAxis = d3.svg.axis()
	.scale(xScale)
	.orient("bottom");
	//.ticks(5);
	//.tickSize(16, 0);
	var yAxis = d3.svg.axis()
	.scale(yScale)
	.orient("left");
	//.ticks(5);


	var element = d3.select(this);

	//Create X axis
	element.append("g")
	.attr("class", "axis x-axis")
	.attr("transform", "translate(0," + height + ")")
	.call(xAxis);

	//Create Y axis
	element.append("g")
	.attr("class", "axis y-axis")
	.call(yAxis);

	limits = {"x":[minmax["x"]["min"],minmax["x"]["max"]],"y":[minmax["y"]["min"],minmax["y"]["max"]]}
	for (k in lines) {
	ps = linecross(lines[k],limits);
	if (ps.length == 2) {
	lines[k].x1 = ps[0][0];
	lines[k].y1 = ps[0][1];
	lines[k].x2 = ps[1][0];
	lines[k].y2 = ps[1][1];
	}
	way = get_sign(lines[k].b,lines[k].n1,lines[k].n2);
	lines[k].path =[corners(lines[k],limits,way),corners(lines[k],limits,-1*way)];
	}

	//ellipse ~ unit_circle
	if (unit_circle_val) {
	element.selectAll(".ellipse")
	.data([0])
	.enter()
	.append("ellipse")
	.attr("cx", xScale(0))
	.attr("cy", yScale(0))
	.attr("rx", Math.abs(xScale(1)-xScale(0)))
	.attr("ry", Math.abs(yScale(1)-yScale(0)))
	.attr("fill-opacity",0)
	.attr("stroke","red")
	.style("stroke-dasharray", ("10,3"));
	}

	//lines
	var line = element.selectAll ('.line')
	.data(lines)
	.enter()
	.append("line")
	.attr("x1",function(d) {return xScale(d.x1)})
	.attr("y1",function(d) {return yScale(d.y1)})
	.attr("x2",function(d) {return xScale(d.x2)})
	.attr("y2",function(d) {return yScale(d.y2)})
	.attr("id", function (d, i) {return "q-" + i;})
	.attr("class", function(d) {
	if (typeof(d['class'] != 'undefined')) return d['class'];
	else return 'line';
	})
	//putting it here and not in css, because it is used for generating png:
	.attr("stroke","gray")
	.attr("stroke-width","1")
	.attr("opacity", 0.15)

	.on('mouseover', tip.show)
	.on('mouseout', tip.hide);

	//points
	element.selectAll(".circle")
	.data(data)
	.enter()
	.append("circle")
	.attr("cx", function(d) {
	return xScale(d.x);
	})
	.attr("cy", function(d) {
	return yScale(d.y);
	})
	.attr("r", function(d) {
	if ((typeof(d['r']) != 'undefined') && (d['r'] != ''))
	return rScale(d.r);
	else return rScale(0.075);
	})
	.attr("class", function(d) {
	if ((typeof(d['class']) != 'undefined') && (d['class'] != ''))
	return d['class'];
	else return 'circle';
	})
	.attr("fill",function(d) {
	if ((typeof(d['color']) != 'undefined') && (d['color'] != ''))
	return d.color;
	else
	return "#eee";
	})
	.attr("stroke",function(d) {
	if ((typeof(d['color']) != 'undefined') && (d['color'] != ''))
	return d.color;
	else
	return "#bbb";
	})
	.attr("stroke-width",function(d) {
	if ((typeof(d['r']) != 'undefined') && (d['r'] != ''))
	return Math.max(d.r*5,1);
	else return 1;
	})
	.attr("fill-opacity",function(d) {
	if ((typeof(d['opacity']) != 'undefined') && (d['opacity'] != ''))
	return d.opacity;
	else
	return 1;
	})
	.on('mouseover', tip.show)
	.on('mouseout', tip.hide);


	//axis labels
	element.append("text")
	.attr("class", "x-label label")
	.attr("text-anchor", "end")
	.attr("x", width)
	.attr("y", height-5)
	.text(axes['labels']['x']);
	element.append("text")
	.attr("class", "y label")
	.attr("text-anchor", "end")
	.attr("y", 5)
	.attr("x", 0)
	.attr("dy", ".75em")
	.attr("transform", "rotate(-90)")
	.text(axes['labels']['y']);


	// putting it here and not in css, because it is used for generating png:
	element.selectAll(".domain")
	.attr("fill","none")
	.attr("fill-opacity",0)
	.attr("stroke","black")
	.attr("stroke-width",1);
	element.selectAll(".tick")
	.attr("fill-opacity",0)
	.attr("stroke","#000")
	.attr("stroke-width",1);
	element.selectAll("text")
	.attr("font-family","sans-serif")
	.attr("font-size",11)
	element.selectAll(".label")
	.attr("font-size",15)
	.attr("font-weight","bold")
	//convert dy("0.71em") to dy("10"), inkscape feature https://www.ruby-forum.com/topic/5505193 :
	element.selectAll("text")
	.attr("dy",function(d) {
	if (d3.select(this).attr("dy")) {
	em = parseFloat(d3.select(this).attr("dy").replace("em",""));
	if (d3.select(this).attr("font-size"))
	px = parseFloat(d3.select(this).attr("font-size"));
	else
	px = 11;
	return em*px + "px";
	} else {
	return 0;
	}
	})
	});
	}
	scatterplotwithlineplot.data = function(value) {
	if (!arguments.length) return value;
	data = value;
	return scatterplotwithlineplot;
	};
	scatterplotwithlineplot.lines = function(value) {
	if (!arguments.length) return value;
	lines = value;
	return scatterplotwithlineplot;
	};
	scatterplotwithlineplot.margin = function(value) {
	if (!arguments.length) return value;
	margin = value;
	return scatterplotwithlineplot;
	};
	scatterplotwithlineplot.axes = function(value) {
	if (!arguments.length) return value;
	axes = value;
	return scatterplotwithlineplot;
	};
	scatterplotwithlineplot.minmax = function(value) {
	if (!arguments.length) return value;
	minmax = value;
	return scatterplotwithlineplot;
	};
	scatterplotwithlineplot.size = function(value) {
	if (!arguments.length) return value;
	size = value;
	return scatterplotwithlineplot;
	};
	scatterplotwithlineplot.unit_circle = function(value) {
	if (!arguments.length) return value;
	unit_circle = value;
	return scatterplotwithlineplot;
	};
	return scatterplotwithlineplot;


	function corners(l,e,o) {
	//l = {"a":0,"b":1} //line, a and slope, i.e., y=a+bx
	//e = {"x": [-10,10], "y": [-10,10]} //limits
	//o = 1 //orientation -1 or 1

	//crossing x0, x1
	//crossing y0, y1
	outp = linecross (l,e);

	out = [];

	//vertices
	for (i=0;i<=1;i++){
	for (j=0;j<=1;j++){
	if (o(l.a+l.be.x[i]-e.y[j]) > 0)
	outp.push([e.x[i],e.y[j]]);
	}
	}
	//sort the outps, anticlockwise
	if (outp.length > 0) {
	mid = [0,0];
	for (i in outp) {
	mid[0] += outp[i][0];
	mid[1] += outp[i][1];
	}
	mid[0] = mid[0] / outp.length;
	mid[1] = mid[1] / outp.length;
	for (i in outp) {
	p = outp[i][1] - mid[1];
	q = outp[i][0] - mid[0];
	if (q != 0)
	outp[i][2] = Math.atan(p/q) + (q<0 ? Math.PI : 0);
	else
	outp[i][2] = Math.PI/2 + Math.PI*sign(p);
	}
	outp = outp.sort(function(w,z) {
	return w[2] > z[2];
	});
	for (i in outp) {
	outp[i].splice(2,1);
	out.push({"x":outp[i][0],"y":outp[i][1]});
	}
	}
	return out;
	}

	function linecross (l,e) {
	out = [];
	//crossing x0, x1
	for (i=0;i<=1;i++){
	Y = l.a + l.b*e.x[i];
	if ((Y > e.y[0]) && (Y < e.y[1]))
	out.push([e.x[i],Y]);
	}
	//crossing y0, y1
	for (j=0;j<=1;j++){
	if (l.b != 0) {
	X = (e.y[j] - l.a)/l.b;
	if ((X > e.x[0]) && (X < e.x[1]))
	out.push([X,e.y[j]]);
	}
	}
	return out;
	}

	function get_sign(b,d1,d2) {
	t = b*d1-d2;
	if (t > 0) return 1;
	if (t < 0) return -1;
	return 0;
	}

	}
	// d3.tip
	// Copyright (c) 2013 Justin Palmer
	//
	// Tooltips for d3.js SVG visualizations

	(function (root, factory) {
	if (typeof define === 'function' && define.amd) {
	// AMD. Register as an anonymous module with d3 as a dependency.
	define(['d3'], factory)
	} else if (typeof module === 'object' && module.exports) {
	// CommonJS
	module.exports = function(d3) {
	d3.tip = factory(d3)
	return d3.tip
	}
	} else {
	// Browser global.
	root.d3.tip = factory(root.d3)
	}
	}(this, function (d3) {

	// Public - contructs a new tooltip
	//
	// Returns a tip
	return function() {
	var direction = d3_tip_direction,
	offset = d3_tip_offset,
	html = d3_tip_html,
	node = initNode(),
	svg = null,
	point = null,
	target = null

	function tip(vis) {
	svg = getSVGNode(vis)
	point = svg.createSVGPoint()
	document.body.appendChild(node)
	}

	// Public - show the tooltip on the screen
	//
	// Returns a tip
	tip.show = function() {
	var args = Array.prototype.slice.call(arguments)
	if(args[args.length - 1] instanceof SVGElement) target = args.pop()

	var content = html.apply(this, args),
	poffset = offset.apply(this, args),
	dir = direction.apply(this, args),
	nodel = d3.select(node),
	i = directions.length,
	coords,
	scrollTop = document.documentElement.scrollTop \|\| document.body.scrollTop,
	scrollLeft = document.documentElement.scrollLeft \|\| document.body.scrollLeft

	nodel.html(content)
	.style({ opacity: 1, 'pointer-events': 'all' })

	while(i--) nodel.classed(directions[i], false)
	coords = direction_callbacks.get(dir).apply(this)
	nodel.classed(dir, true).style({
	top: (coords.top + poffset[0]) + scrollTop + 'px',
	left: (coords.left + poffset[1]) + scrollLeft + 'px'
	})

	return tip
	}

	// Public - hide the tooltip
	//
	// Returns a tip
	tip.hide = function() {
	var nodel = d3.select(node)
	nodel.style({ opacity: 0, 'pointer-events': 'none' })
	return tip
	}

	// Public: Proxy attr calls to the d3 tip container. Sets or gets attribute value.
	//
	// n - name of the attribute
	// v - value of the attribute
	//
	// Returns tip or attribute value
	tip.attr = function(n, v) {
	if (arguments.length < 2 && typeof n === 'string') {
	return d3.select(node).attr(n)
	} else {
	var args = Array.prototype.slice.call(arguments)
	d3.selection.prototype.attr.apply(d3.select(node), args)
	}

	return tip
	}

	// Public: Proxy style calls to the d3 tip container. Sets or gets a style value.
	//
	// n - name of the property
	// v - value of the property
	//
	// Returns tip or style property value
	tip.style = function(n, v) {
	if (arguments.length < 2 && typeof n === 'string') {
	return d3.select(node).style(n)
	} else {
	var args = Array.prototype.slice.call(arguments)
	d3.selection.prototype.style.apply(d3.select(node), args)
	}

	return tip
	}

	// Public: Set or get the direction of the tooltip
	//
	// v - One of n(north), s(south), e(east), or w(west), nw(northwest),
	// sw(southwest), ne(northeast) or se(southeast)
	//
	// Returns tip or direction
	tip.direction = function(v) {
	if (!arguments.length) return direction
	direction = v == null ? v : d3.functor(v)

	return tip
	}

	// Public: Sets or gets the offset of the tip
	//
	// v - Array of [x, y] offset
	//
	// Returns offset or
	tip.offset = function(v) {
	if (!arguments.length) return offset
	offset = v == null ? v : d3.functor(v)

	return tip
	}

	// Public: sets or gets the html value of the tooltip
	//
	// v - String value of the tip
	//
	// Returns html value or tip
	tip.html = function(v) {
	if (!arguments.length) return html
	html = v == null ? v : d3.functor(v)

	return tip
	}

	function d3_tip_direction() { return 'n' }
	function d3_tip_offset() { return [0, 0] }
	function d3_tip_html() { return ' ' }

	var direction_callbacks = d3.map({
	n: direction_n,
	s: direction_s,
	e: direction_e,
	w: direction_w,
	nw: direction_nw,
	ne: direction_ne,
	sw: direction_sw,
	se: direction_se
	}),

	directions = direction_callbacks.keys()

	function direction_n() {
	var bbox = getScreenBBox()
	return {
	top: bbox.n.y - node.offsetHeight,
	left: bbox.n.x - node.offsetWidth / 2
	}
	}

	function direction_s() {
	var bbox = getScreenBBox()
	return {
	top: bbox.s.y,
	left: bbox.s.x - node.offsetWidth / 2
	}
	}

	function direction_e() {
	var bbox = getScreenBBox()
	return {
	top: bbox.e.y - node.offsetHeight / 2,
	left: bbox.e.x
	}
	}

	function direction_w() {
	var bbox = getScreenBBox()
	return {
	top: bbox.w.y - node.offsetHeight / 2,
	left: bbox.w.x - node.offsetWidth
	}
	}

	function direction_nw() {
	var bbox = getScreenBBox()
	return {
	top: bbox.nw.y - node.offsetHeight,
	left: bbox.nw.x - node.offsetWidth
	}
	}

	function direction_ne() {
	var bbox = getScreenBBox()
	return {
	top: bbox.ne.y - node.offsetHeight,
	left: bbox.ne.x
	}
	}

	function direction_sw() {
	var bbox = getScreenBBox()
	return {
	top: bbox.sw.y,
	left: bbox.sw.x - node.offsetWidth
	}
	}

	function direction_se() {
	var bbox = getScreenBBox()
	return {
	top: bbox.se.y,
	left: bbox.e.x
	}
	}

	function initNode() {
	var node = d3.select(document.createElement('div'))
	node.style({
	position: 'absolute',
	top: 0,
	opacity: 0,
	'pointer-events': 'none',
	'box-sizing': 'border-box'
	})

	return node.node()
	}

	function getSVGNode(el) {
	el = el.node()
	if(el.tagName.toLowerCase() === 'svg')
	return el

	return el.ownerSVGElement
	}

	// Private - gets the screen coordinates of a shape
	//
	// Given a shape on the screen, will return an SVGPoint for the directions
	// n(north), s(south), e(east), w(west), ne(northeast), se(southeast), nw(northwest),
	// sw(southwest).
	//
	// +-+-+
	// \| \|
	// + +
	// \| \|
	// +-+-+
	//
	// Returns an Object {n, s, e, w, nw, sw, ne, se}
	function getScreenBBox() {
	var targetel = target \|\| d3.event.target;

	while ('undefined' === typeof targetel.getScreenCTM && 'undefined' === targetel.parentNode) {
	targetel = targetel.parentNode;
	}

	var bbox = {},
	matrix = targetel.getScreenCTM(),
	tbbox = targetel.getBBox(),
	width = tbbox.width,
	height = tbbox.height,
	x = tbbox.x,
	y = tbbox.y

	point.x = x
	point.y = y
	bbox.nw = point.matrixTransform(matrix)
	point.x += width
	bbox.ne = point.matrixTransform(matrix)
	point.y += height
	bbox.se = point.matrixTransform(matrix)
	point.x -= width
	bbox.sw = point.matrixTransform(matrix)
	point.y -= height / 2
	bbox.w = point.matrixTransform(matrix)
	point.x += width
	bbox.e = point.matrixTransform(matrix)
	point.x -= width / 2
	point.y -= height / 2
	bbox.n = point.matrixTransform(matrix)
	point.y += height
	bbox.s = point.matrixTransform(matrix)

	return bbox
	}

	return tip
	};

	}));