使用d3.js制作条形图

时间:2017-05-01 20:50:07

标签: javascript json d3.js bar-chart

我的数据如下:

var chartData = [[9.402974983096687, "Asian"], [10.762177012177013, "Black"], [12.213470319634704, "Chinese"], [11.211221431247658, "Hispanic"], [9.18421052631579, "American Indian"], [12.36144578313253, "Japanese"], [14.659334126040427, "Other"], [7.5, "Portuguese"], [10.636304446904095, "White"]];

我正在尝试将其转换为格式:

      [
{
    "Ethinicity": "Asian",
    "Facebook_usage": 9.40
},
{
    "Ethinicity" : "Black",
    "Freq": 12.213470319634704
},
{
    "Ethinicity":"Chinese"
    "Freq": 12.213470319634704
},

----]

然后,从中制作条形图。使用map函数尝试如下:

chartData.map(function(e, i) {
  facebook_usage.push(e[0]);
  ethinicity.push(e[1]);
  }

var chartData = create_JSON(facebook_usage,ethinicity) {

    --not sure how to frame this function                 }

以下是绘制条形图的其余代码:

    var margin = {top: 20, right: 20, bottom: 70, left: 40},
    width = 600 - margin.left - margin.right,
    height = 300 - margin.top - margin.bottom;


// set the ranges
var x = d3.scale.ordinal().rangeRoundBands([0, width], .05);

var y = d3.scale.linear().range([height, 0]);

// define the axis
var xAxis = d3.svg.axis()
    .scale(x)
    .orient("bottom")


var yAxis = d3.svg.axis()
    .scale(y)
    .orient("left")
    .ticks(10);


// add the SVG element
var svg = d3.select("body").append("svg")
    .attr("width", width + margin.left + margin.right)
    .attr("height", height + margin.top + margin.bottom)
  .append("g")
    .attr("transform", 
          "translate(" + margin.left + "," + margin.top + ")");


// load the data


    chartData.forEach(function(d) {
        d.ethinicity = d.ethinicity;
        d.facebook_usage = d.facebook_usage;
    });

  // scale the range of the data
  x.domain(data.map(function(d) { return d.ethinicity; }));
  y.domain([0, d3.max(data, function(d) { return d.facebook_usage; })]);

  // add axis
  svg.append("g")
      .attr("class", "x axis")
      .attr("transform", "translate(0," + height + ")")
      .call(xAxis)
    .selectAll("text")
      .style("text-anchor", "end")
      .attr("dx", "-.8em")
      .attr("dy", "-.55em")
      .attr("transform", "rotate(-90)" );

  svg.append("g")
      .attr("class", "y axis")
      .call(yAxis)
    .append("text")
      .attr("transform", "rotate(-90)")
      .attr("y", 5)
      .attr("dy", ".71em")
      .style("text-anchor", "end")
      .text("Frequency");


  // Add bar chart
  svg.selectAll("bar")
      .data(chartData)
    .enter().append("rect")
      .attr("class", "bar")
      .attr("x", function(d) { return x(d.ethinicity); })
      .attr("width", x.rangeBand())
      .attr("y", function(d) { return y(d.facebook_usage); })
      .attr("height", function(d) { return height - y(d.facebook_usage); });

仍在努力寻找d3.js的方法。以下是fiddle

1 个答案:

答案 0 :(得分:2)

您的代码现在有几个问题。

  1. 您在设置x和y域时使用变量data。但是,该变量未在任何地方定义,这就是未生成图表的原因。

  2. 您正在定义2个数组,并尝试两次进行数据映射。您可以删除第一步。执行以下操作就足够了。

    // directly map your data  
    chartData.forEach(function(d) {
      d.ethinicity = d[1];
      d.facebook_usage = +d[0];
    });
    
  3. 检查下面的嵌入式代码段。

    P.S。你的x轴定位关闭,你可能想调整它。

    
    
    var chartData = [
      [9.402974983096687, "Asian"],
      [10.762177012177013, "Black"],
      [12.213470319634704, "Chinese"],
      [11.211221431247658, "Hispanic"],
      [9.18421052631579, "American Indian"],
      [12.36144578313253, "Japanese"],
      [14.659334126040427, "Other"],
      [7.5, "Portuguese"],
      [10.636304446904095, "White"]
    ];
    
    // No need to do the below
    
    /*
    var facebook_usage = [];
    var ethinicity = [];
    
    chartData.map(function(e, i) {
          facebook_usage.push(e[0]);
          ethinicity.push(e[1]);
        });
        //console.log(chartData);
        */
    
    var margin = {
        top: 20,
        right: 20,
        bottom: 70,
        left: 40
      },
      width = 600 - margin.left - margin.right,
      height = 300 - margin.top - margin.bottom;
    
    
    // set the ranges
    var x = d3.scale.ordinal().rangeRoundBands([0, width], .05);
    
    var y = d3.scale.linear().range([height, 0]);
    
    // define the axis
    var xAxis = d3.svg.axis()
      .scale(x)
      .orient("bottom")
    
    
    var yAxis = d3.svg.axis()
      .scale(y)
      .orient("left")
      .ticks(10);
    
    
    // add the SVG element
    var svg = d3.select("body").append("svg")
      .attr("width", width + margin.left + margin.right)
      .attr("height", height + margin.top + margin.bottom)
      .append("g")
      .attr("transform",
        "translate(" + margin.left + "," + margin.top + ")");
    
    
    // load the data
    
    // directly map your data here 
    chartData.forEach(function(d) {
      d.ethinicity = d[1];
      d.facebook_usage = +d[0];
    });
    
    //console.log(chartData);
    
    // scale the range of the data
    x.domain(chartData.map(function(d) {
      return d.ethinicity;
    }));
    y.domain([0, d3.max(chartData, function(d) {
      return d.facebook_usage;
    })]);
    
    // add axis
    svg.append("g")
      .attr("class", "x axis")
      .attr("transform", "translate(0," + height + ")")
      .call(xAxis)
      .selectAll("text")
      .style("text-anchor", "end")
      .attr("dx", "-.8em")
      .attr("dy", "-.55em")
      .attr("translate", "rotate(-90)");
    
    svg.append("g")
      .attr("class", "y axis")
      .call(yAxis)
      .append("text")
      .attr("transform", "rotate(-90)")
      .attr("y", 5)
      .attr("dy", ".71em")
      .style("text-anchor", "end")
      .text("Frequency");
    
    
    // Add bar chart
    svg.selectAll("bar")
      .data(chartData)
      .enter().append("rect")
      .attr("class", "bar")
      .attr("x", function(d) {
        return x(d.ethinicity);
      })
      .attr("width", x.rangeBand())
      .attr("y", function(d) {
        return y(d.facebook_usage);
      })
      .attr("height", function(d) {
        return height - y(d.facebook_usage);
      });
    
    .bar {
      fill: steelblue;
    }
    
    .bar:hover {
      fill: brown;
    }
    
    .axis {
      font: 10px sans-serif;
    }
    
    .axis path,
    .axis line {
      fill: none;
      stroke: #000;
      shape-rendering: crispEdges;
    }
    
    <script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.4.11/d3.min.js"></script>
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