谷歌Sankey图与csv数据

时间:2016-12-29 14:21:43

标签: javascript csv sankey-diagram

我想通过一个文件将csv数据放到下面的sankey图中:

我使用https://developers.google.com/chart/interactive/docs/gallery/sankey

中的代码
<html>
<body>
 <script type="text/javascript" src="https://www.gstatic.com/charts/loader.js"></script>

<div id="sankey_multiple" style="width: 900px; height: 300px;"></div>

<script type="text/javascript">
  google.charts.load("current", {packages:["sankey"]});
  google.charts.setOnLoadCallback(drawChart);
   function drawChart() {
    var data = new google.visualization.DataTable();
    data.addColumn('string', 'From');
    data.addColumn('string', 'To');
    data.addColumn('number', 'Weight');
    data.addRows([
       [ 'Brazil', 'Portugal', 5 ],
       [ 'Brazil', 'France', 1 ],
       [ 'Brazil', 'Spain', 1 ],
       [ 'Brazil', 'England', 1 ],
       [ 'Canada', 'Portugal', 1 ],
       [ 'Canada', 'France', 5 ],
       [ 'Canada', 'England', 1 ],
       [ 'Mexico', 'Portugal', 1 ],
       [ 'Mexico', 'France', 1 ],
       [ 'Mexico', 'Spain', 5 ],
       [ 'Mexico', 'England', 1 ],
       [ 'USA', 'Portugal', 1 ],
       [ 'USA', 'France', 1 ],
       [ 'USA', 'Spain', 1 ],
       [ 'USA', 'England', 5 ],
       [ 'Portugal', 'Angola', 2 ],
       [ 'Portugal', 'Senegal', 1 ],
       [ 'Portugal', 'Morocco', 1 ],
       [ 'Portugal', 'South Africa', 3 ],
       [ 'France', 'Angola', 1 ],
       [ 'France', 'Senegal', 3 ],
       [ 'France', 'Mali', 3 ],
       [ 'France', 'Morocco', 3 ],
       [ 'France', 'South Africa', 1 ],
       [ 'Spain', 'Senegal', 1 ],
       [ 'Spain', 'Morocco', 3 ],
       [ 'Spain', 'South Africa', 1 ],
       [ 'England', 'Angola', 1 ],
       [ 'England', 'Senegal', 1 ],
       [ 'England', 'Morocco', 2 ],
       [ 'England', 'South Africa', 7 ],
       [ 'South Africa', 'China', 5 ],
       [ 'South Africa', 'India', 1 ],
       [ 'South Africa', 'Japan', 3 ],
       [ 'Angola', 'China', 5 ],
       [ 'Angola', 'India', 1 ],
       [ 'Angola', 'Japan', 3 ],
       [ 'Senegal', 'China', 5 ],
       [ 'Senegal', 'India', 1 ],
       [ 'Senegal', 'Japan', 3 ],
       [ 'Mali', 'China', 5 ],
       [ 'Mali', 'India', 1 ],
       [ 'Mali', 'Japan', 3 ],
       [ 'Morocco', 'China', 5 ],
       [ 'Morocco', 'India', 1 ],
       [ 'Morocco', 'Japan', 3 ]
    ]);

    // Set chart options
    var options = {
      width: 600,
    };

    // Instantiate and draw our chart, passing in some options.
    var chart = new google.visualization.Sankey(document.getElementById('sankey_multiple'));
    chart.draw(data, options);
   }
</script>
</body>
</html>

我想要做的是将带有3个变量的csv文件导入到这个Sankey图表中,而不是像在此处那样对其进行硬编码。

CSV文件的示例可以是:

从,到,计数

google.com,amazon.com,5

google.com,ford.com,10

表格形式如果不那么混乱:

From              To     count
google.com  amazon.com     5
google.com  ford.com       10

1 个答案:

答案 0 :(得分:1)

Google图表不支持开箱即用加载CSV文件,但您可以使用CSV插件将其转换为数组。我建议使用此jquery-csv。请像这样使用它

<body>
  <script src="http://ajax.googleapis.com/ajax/libs/jquery/2.1.4/jquery.min.js"></script>
  <script src="https://cdnjs.cloudflare.com/ajax/libs/jquery-csv/0.71/jquery.csv-0.71.min.js"></script>
  <script type="text/javascript" src="https://www.gstatic.com/charts/loader.js"></script>

<div id="sankey_multiple" style="width: 900px; height: 300px;"></div>

<script type="text/javascript">
  google.charts.load("current", {packages:["sankey"]});
  google.charts.setOnLoadCallback(drawChart);
  function drawChart() {
    $.get("data.csv", function(csvString) {
      // fetch CSV file using ajax
      var arrayData = $.csv.toArrays(csvString, {onParseValue: $.csv.hooks.castToScalar});
      // after parsing , arrayData is 2-D array holding all the data contained in CSV file

      var data = new google.visualization.DataTable();
        data.addColumn('string', 'From');
        data.addColumn('string', 'To');
        data.addColumn('number', 'Weight');
        data.addRows(arrayData);

      // Set chart options
      var options = {
        width: 600,
      };

      // Instantiate and draw our chart, passing in some options.
      var chart = new google.visualization.Sankey(document.getElementById('sankey_multiple'));
      chart.draw(data, options);

    });
  }

</script>
</body>

您的data.csv文件可能如下所示,不需要标题

google.com,amazon.com,5
google.com,ford.com,10
google.com,stackoverflow.com,50
google.com,ford.com,10