Structure a scatterplot as an ES6 class.
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October 24, 2018 07:40
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reusable scatterplot (es6 class)
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license: mit |
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<!DOCTYPE html> | |
<head> | |
<meta charset="utf-8"> | |
<script src="https://d3js.org/d3.v4.min.js"></script> | |
<script src="scatter.js"></script> | |
<style> | |
body { margin:0;position:fixed;top:0;right:0;bottom:0;left:0; } | |
.point { | |
fill: #000; | |
stroke: transparent; | |
stroke-width: 5px; | |
} | |
.line { | |
fill: none; | |
stroke: #aaa; | |
} | |
.axis { | |
.domain, | |
.tick line { | |
display: none; | |
} | |
} | |
</style> | |
</head> | |
<body> | |
<!-- here's the div our chart will be injected into --> | |
<div class="chart-container" style="max-width: 1000px;"></div> | |
<script> | |
const chart = new Chart({ | |
element: document.querySelector('.chart-container'), | |
data: "tweetdata.csv", | |
x: 'day', | |
y: 'retweets' | |
}); | |
</script> | |
</body> |
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class Chart { | |
constructor(opts) { | |
this.element = opts.element; | |
this.x = opts.x; | |
this.y = opts.y; | |
d3.csv(opts.data, (d) => { | |
this.data = d; | |
this.draw(); | |
}); | |
} | |
draw() { | |
this.width = 750; | |
this.height = this.width / 1.5; | |
this.margin = { | |
top: 50, | |
bottom: 50, | |
right: 50, | |
left: 50 | |
}; | |
this.element.innerHTML = ''; | |
const svg = d3.select(this.element).append('svg'); | |
svg.attr('width', this.width); | |
svg.attr('height', this.height); | |
this.plot = svg.append('g') | |
.attr('transform', `translate(${this.margin.left}, ${this.margin.top})`) | |
this.createScales(); | |
this.addAxes(); | |
this.addScatter(); | |
} | |
createScales() { | |
const xExtent = d3.extent(this.data, d => +d[this.x]); | |
const yExtent = d3.extent(this.data, d => +d[this.y]); | |
// force zero baseline if all data is positive | |
if (yExtent[0] > 0) { yExtent[0] = 0; }; | |
if (xExtent[0] > 0) { xExtent[0] = 0; }; | |
this.xScale = d3.scaleLinear() | |
.range([0, this.width - (this.margin.right*2)]) | |
.domain(xExtent); | |
this.yScale = d3.scaleLinear() | |
.range([this.height - (this.margin.top + this.margin.bottom), 0]) | |
.domain(yExtent); | |
}; | |
addAxes() { | |
const xAxis = d3.axisBottom() | |
.scale(this.xScale); | |
const yAxis = d3.axisLeft() | |
.scale(this.yScale); | |
this.plot.append('g') | |
.attr('class', 'x_axis') | |
.attr('transform', `translate(0, ${this.height - (this.margin.top + this.margin.bottom)})`) | |
.call(xAxis); | |
this.plot.append('g') | |
.attr('class', 'y_axis') | |
.call(yAxis); | |
}; | |
addScatter() { | |
this.plot.selectAll('circle') | |
.data(this.data).enter() | |
.append('circle') | |
.attr("cx", d => this.xScale(+d[this.x])) | |
.attr("cy", d => this.yScale(+d[this.y])) | |
.attr("r", 4); | |
}; | |
} |
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day | tweets | retweets | favorites | |
---|---|---|---|---|
1 | 1 | 2 | 5 | |
2 | 6 | 11 | 3 | |
3 | 3 | 8 | 1 | |
4 | 5 | 14 | 6 | |
5 | 10 | 29 | 16 | |
6 | 4 | 22 | 10 | |
7 | 3 | 14 | 1 | |
8 | 5 | 18 | 7 | |
9 | 1 | 30 | 22 | |
10 | 4 | 16 | 15 |
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