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d3为每个选择使用不同的X比例和Y比例域

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这是关于jsfiddle的项目:http://jsfiddle.net/mLnB3/

我有这种格式的数据:

var data = [
{
    "category": "Category1",
    "subcategories": [
        {
            "subcategory": "Subcategory1A",
            "comments": [
                {
                    "comment" : "1Acomment1",
                    "count": 8,
                },
                {
                    "comment": "1Acomment2",
                    "count": 7
                }
            ]
        },
        {
            "subcategory": "Subcategory1B",
            "comments": [
                {
                    "comment": "1Bcomment1",
                    "count": 11,
                }
            ]
        },
        {
            "subcategory": "Subcategory1C",
            "comments": [
                {
                    "comment": "1Ccomment1",
                    "count": 2,
                }
            ]
        }
    ]
},
{
    "category": "Category2",
    "subcategories": [
        {
            "subcategory": "Subcategory2A",
            "comments": [
                {
                    "comment": "2Acomment1",
                    "count": 6,
                },
                {
                    "comment": "2Acomment2",
                    "count": 9,
                },
                {
                    "comment": "2Acomment3",
                    "count": 9,
                },
                {
                    "comment": "2Acomment4",
                    "count": 9,
                }
            ]
        },
        {
            "subcategory": "Subcategory2B",
            "comments": [
                {
                    "comment": "2Bcomment1",
                    "count": 14
                }
            ]
        }
     ]
}

] .

我想为每个类别创建一个条形图 . 因此,类别1将是条形图,类别2将是条形图,依此类推(还有更多类别) . 每个类别具有不同数量的子类别,每个子类别具有不同数量的注释(范围从1到30) . 在每个条形图中,注释将填充X轴 . 所以对于每个图表,我需要生成这样的东西:

<svg id="Category1">
  <g>
    <g class="xAxis">...</g>
    <g class="yAxis">...</g>  
    <g class="subcategory" id="Subcategory1A">
      <g class="comment" id="1Acomment1">
        <rect height="8"></rect>
        <text>8</text>
      </g>
      <g class="comment" id="1Acomment2">
        <rect height="7"></rect>
        <text>7</text>
      </g>
    </g>
    <g class="subcategory" id="Subcategory1B">
      <g class="comment" id="1Bcomment1">
        <rect height="11"></rect>
        <text>11</text>
      </g>
    </g>
    <g class="subcategory" id="Subcategory1C">
      <g class="comment" id="1Ccomment1">
        <rect height="2"></rect>
        <text>2</text>
      </g>
    </g>
  </g> 
</svg>
<svg id="Category2">
...
</svg>

我正在使用d3.select(“body”) . selectAll(“svg”) . data(data).enter() . append(“svg”)....来创建它们 .

我的问题是,由于每个不同的图表将具有不同数量的xAxis刻度,我不知道如何为每个图表的xAxis设置序数比例的域 . yAxis的线性比例也存在同样的问题,因为我通常会为那个做一个[0,d3.max(...)],但对于每个条形图也是如此 .

这是我到目前为止:

var margin = {top: 20, right: 20, bottom: 20, left: 20},
    width = 400 - margin.left - margin.right,
    height = 300 - margin.top - margin.bottom;

var xScale = d3.scale.ordinal()
    //.domain(???help???)
    .rangeRoundBands([0, width], .3);

var yScale = d3.scale.linear()
    //.domain(???help???)
    .range([height, 0]);

var xAxis = d3.svg.axis()
    .scale(xScale)
    .orient("bottom");

var yAxis = d3.svg.axis()
    .scale(yScale)
    .orient("left")
    .ticks(5);

var svg = d3.select("body").selectAll("svg")
    .data(data)
    .enter()
    .append("svg")
    .attr("width", width + margin.left + margin.right)
    .attr("height", height + margin.top + margin.bottom)
    .attr("id", function(d){return d.category})
    .append("g")
    .attr("transform", "translate(" + margin.left + "," + margin.top + ")");

svg.append("g")
    .attr("class", "x axis")
    .attr("transform", "translate(0," + height + ")")
    .call(xAxis)
    .selectAll("text")  
        .style("text-anchor", "end")
        .attr("transform", function(d) {
            return "rotate(-25)" 
        });

svg.append("g")
    .attr("class", "y axis")
    .call(yAxis);

var subcategory = svg.selectAll(".subcategory")
    .data(function(d){ return d3.values(d.subcategories);})
    .enter()
    .append("g")
    .attr("class", "subcategory")
    .attr("id", function(d){return d.subcategory;});

var comment = subcategory.selectAll(".comment")
    .data(function(d){return d3.values(d.comments);})
    .enter()
    .append("g")
    .attr("class", "comment")
    .attr("id", function(d){return d.comment;});

comment.append("rect")
    .attr("height", function(d){
      return height - yScale(d.count);
    })
    .attr("width", xScale.rangeBand()/2)
    .attr("y", function(d){
      return yScale(d.count);
    });

comment.append("text")
    .text(function(d){ 
        return d.count; 
    })
    .attr("x", xScale.rangeBand() / 2)
    .attr("y", function(d){ 
        return yScale(d.count) - 5;
    })
    .attr("text-anchor", "middle")
    .attr("fill", "#353535")
    .attr("font-weight", "bold");

当然,这会使矩形和文本元素上的轴和宽度,高度,x和y属性变得疯狂 . 这是一个基本的条形图模板,我已经多次使用,当我只有1个xscale域和1个yscale域时,它总能正常工作 .

那么我该如何设置xScale域?和yScale域名?如何从类别中获取每个注释并说“这些将是此图表的xScale”?请记住,一些图表将有30条评论,一些图表将有7条评论,一些图表的最大评论数量为200,一些图表的最大评论数量为2.它们对于每个图表都是可变的 . 因此,如果我使用d3为数据数组中的每个类别创建一个SVG元素,我该如何解决这个问题呢?

2 回答

  • 5

    xScale和yScale将针对每个类别图表而变化,因为它们具有不同的域(在y比例的情况下为最大值) . 因此,我建议您在每个调用中创建单独的调用,如fiddle

    d3.select("body").selectAll("svg")
        .data(data)
        .enter()
        .append("svg")
        .attr("width", width + margin.left + margin.right)
        .attr("height", height + margin.top + margin.bottom)
        .attr("id", function(d){return d.category})
        .append("g")
        .attr("transform", "translate(" + margin.left + "," + margin.top + ")")
        .each(function(d, i){
            var svg = d3.select(this); 
            var allComments = d.subcategories.reduce(function(prev, curr, i, array){
                 return prev.concat(curr.comments);
            }, []);
            var xDomain = allComments.reduce(function(prev, curr, i, array){
                prev.push(curr.comment);
                return prev;
            }, []);
            var yMax = d3.max(allComments, function(comment) {
              return comment.count;  
            })
    
            var xScale = d3.scale.ordinal()
                .domain(xDomain)
                .rangeRoundBands([0, width], .3);
    
            var yScale = d3.scale.linear()
                .domain([0, yMax + 2]) // giving ticks specific padding
                .range([height, 0]);
    
            var xAxis = d3.svg.axis()
            .scale(xScale)
            .orient("bottom");
    
            var yAxis = d3.svg.axis()
            .scale(yScale)
            .orient("left")
            .ticks(5);   
    
    
            svg.append("g")
                .attr("class", "x axis")
                .attr("transform", "translate(0," + height + ")")
                .call(xAxis)
                .selectAll("text")  
                    .style("text-anchor", "end")
                    .attr("transform", function(d) {
                        return "rotate(-25)" 
                    });
    ....
    
  • 2

    听起来您需要在数据集中找到值范围 . 为此,您可以执行以下操作:

    // find data range
    
    var yMin = d3.min(data, function(d){ return Math.min(d.comments); });
    var yMax = d3.max(data, function(d){ return Math.max(d.comments); });
    
    // or use d3.extent like so
    var xDomain = d3.extent(data, function (d, i){ return d.category; });
    
    // scale and add range
    var xScale = d3.scale.ordinal()
        .domain(xDomain)
        .range([0, width]);
    
    var yScale = d3.scale.linear()
        .domain([yMin, yMax])
        .range([height - margin.top, margin.bottom]);
    

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