我有一堆代表主题的行,以及代表年份的列,每个单元格中的值是该年度主题的相关性分数。每个主题都是d3图中的一个节点,我希望将滑块作为HTML元素,以便用户可以输入他们想要查看其值的年份,并且节点会更改大小来表示这一点。我正在使用转换函数使节点大小更改看起来很平滑。
我最初有一个forceSimulation函数,它使用charge
和collision
来确保没有任何节点在它们的起始位置重叠。但是,当节点的大小增加时,它们往往会重叠。我如何组织代码,以便在更新尺寸时再次运行forceSimulation,同时保持过渡平稳?
<!DOCTYPE html>
<div class="chart-example" id="chart"><svg></svg></div>
<p>
<label for="year"
style="display: inline-block; width: 240px; text-align: right">
year = <span id="year-value">…</span>
</label>
<input type="range" min="2000" max="2001" id="year">
</p>
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3/4.6.0/d3.min.js"></script>
<script>
d3.csv("{{url_for('static', filename = 'data.csv')}}", function(error, data) {
if (error) {
console.error('Error getting or parsing the data.');
throw error;
}
// selection.datum() returns the bound datum for the first element in the selection and
// doesn't join the specified array of data with the selected elements
var chart = bubbleChart().width(600).height(400);
d3.select('#chart').datum(data).call(chart);
});
function bubbleChart() {
// use the year to get the column/index of data file that contains the radius data for the nodes
function getRadiusCol(year) {
var year_index = year - 1999;
var index = year_index.toString();
return index;
}
var width = 960,
height = 960,
maxRadius = 6,
columnForColors = "category",
// Initialize this to data from the year 2000 -> should this just be a variable since we
// set update(2000) a few lines above to intialize this?
columnForRadius = "1";
function chart(selection) {
// when the slider value changes call the update function to change node sizes
d3.select("#year").on("input", function() {
update(+this.value);
});
var data = selection.datum();
var div = selection,
svg = div.selectAll('svg');
svg.attr('width', width).attr('height', height);
var tooltip = selection
.append("div")
.style("position", "absolute")
.style("visibility", "hidden")
.style("color", "white")
.style("padding", "8px")
.style("background-color", "#626D71")
.style("border-radius", "6px")
.style("text-align", "center")
.style("font-family", "monospace")
.style("width", "400px")
.text("");
var simulation = d3.forceSimulation(data)
.force("charge", d3.forceManyBody().strength([-50]))
.force("collision", d3.forceCollide().radius(function(d) {
return d.radius}))
.force("x", d3.forceX())
.force("y", d3.forceY())
.on("tick", ticked);
//.on("")
function ticked(e) {
node.attr("cx", function(d) {
return d.x;
})
.attr("cy", function(d) {
return d.y;
});
}
var colorCircles = d3.scaleOrdinal(d3.schemeCategory10);
var scaleRadius = d3.scaleLinear().domain([d3.min(data, function(d) {
return +d[columnForRadius];
}), d3.max(data, function(d) {
return +d[columnForRadius];
})]).range([5, 18])
var node = svg.selectAll("circle")
.data(data)
.enter()
.append("circle")
// This is the line that sets the radius -> how can we use transition to redo the transition
.attr('r', function(d) {
return scaleRadius(d[columnForRadius])
})
.style("fill", function(d) {
return colorCircles(d[columnForColors])
})
.attr('transform', 'translate(' + [width / 2, height / 2] + ')')
.on("mouseover", function(d) {
tooltip.html(d[columnForColors] + "<br>" + d.title + "<br>" + d[columnForRadius] + " imapct");
return tooltip.style("visibility", "visible");
})
.on("mousemove", function() {
return tooltip.style("top", (d3.event.pageY - 10) + "px").style("left", (d3.event.pageX + 10) + "px");
})
.on("mouseout", function() {
return tooltip.style("visibility", "hidden");
});
// Initial the nodes with data from the year 2000
update(2000);
// update things based on what year the slider is set to
function update(year) {
console.log("in update");
// adjust the text on the range slider
d3.select("#year-value").text(year);
d3.select("#year").property("value", year);
// update the circle radius
var columnForRadius = getRadiusCol(year);
node.data(data)
.transition()
.duration(1000)
.attr('r', function(d) {
return scaleRadius(d[columnForRadius])
})
}
}
chart.columnForRadius = function(value) {
if (!arguments.columnForRadius) {
return columnForRadius;
}
columnForRadius = value;
return chart;
};
return chart;
}
</script>