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d3-annotation: Thresholds & Annotation Colors
Raw
README.md

Thresholds and Annotation Color Schemes

Taking a look at the AAPL stock price from 1997 to 2003

Different Annotation types and styles:

  • Historical dates: vertical annotations to mark important dates, low saturation makes them fade into the background
  • High-price emphasis: to help the user see when the price is above $100, the annotation has a higher saturation to call attention to it. I've also emphasized this annotation by styling the line itself. This is done using a divided-line from Elijah Meek's Divided Line II block
  • Anomalies: to explain the sudden drop in price (an anomaly in the dataset) as a result of the Apple stock splitting, I've used higher saturation and contrasting color from the rest of the chart to signal this is a special case

Made with d3.annotation().

Raw
apple.json
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{"Date":"12/31/2002","Open":14,"High":14.36,"Low":13.95,"Close":14.329999,"Volume":50181600},
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{"Date":"3/18/1997","Open":16.374999,"High":16.5,"Low":16.125,"Close":16.25,"Volume":31768800},
{"Date":"3/17/1997","Open":16.25,"High":16.5,"Low":16.000001,"Close":16.5,"Volume":48188000},
{"Date":"3/14/1997","Open":16.374999,"High":16.75,"Low":16.25,"Close":16.5625,"Volume":57604400},
{"Date":"3/13/1997","Open":16.374999,"High":16.374999,"Low":16.125,"Close":16.374999,"Volume":26272400},
{"Date":"3/12/1997","Open":16.25,"High":16.75,"Low":16.125,"Close":16.25,"Volume":17749200},
{"Date":"3/11/1997","Open":16.625,"High":16.625,"Low":16.000001,"Close":16.374999,"Volume":24626000},
{"Date":"3/10/1997","Open":16.625,"High":16.75,"Low":16.437501,"Close":16.625,"Volume":24796800},
{"Date":"3/7/1997","Open":16.75,"High":16.75,"Low":16.374999,"Close":16.5,"Volume":17654000},
{"Date":"3/6/1997","Open":17,"High":17,"Low":16.5,"Close":16.625,"Volume":29072400},
{"Date":"3/5/1997","Open":16.625,"High":17,"Low":16.5,"Close":17,"Volume":24040800},
{"Date":"3/4/1997","Open":16.25,"High":16.5,"Low":16.000001,"Close":16.5,"Volume":25799200},
{"Date":"3/3/1997","Open":16.5,"High":16.5,"Low":16.000001,"Close":16.125,"Volume":32614400},
{"Date":"2/28/1997","Open":16.875001,"High":16.875001,"Low":16.25,"Close":16.25,"Volume":30469600},
{"Date":"2/27/1997","Open":17,"High":17.125,"Low":16.75,"Close":17,"Volume":25748800},
{"Date":"2/26/1997","Open":17,"High":17.125,"Low":16.75,"Close":17.125,"Volume":25793600},
{"Date":"2/25/1997","Open":17,"High":17.375,"Low":16.875001,"Close":16.875001,"Volume":34521200},
{"Date":"2/24/1997","Open":16.25,"High":16.875001,"Low":16.25,"Close":16.625,"Volume":29397200},
{"Date":"2/21/1997","Open":16.875001,"High":17,"Low":16.000001,"Close":16.374999,"Volume":52771600},
{"Date":"2/20/1997","Open":17.625,"High":17.625,"Low":17,"Close":17,"Volume":31236800},
{"Date":"2/19/1997","Open":17.875,"High":17.875,"Low":17.125,"Close":17.625,"Volume":60323200},
{"Date":"2/18/1997","Open":16.625,"High":17.875,"Low":16.25,"Close":17.875,"Volume":92069600},
{"Date":"2/14/1997","Open":16.25,"High":16.374999,"Low":16.000001,"Close":16.3125,"Volume":59312400},
{"Date":"2/13/1997","Open":15.75,"High":16.125,"Low":15.499999,"Close":16.125,"Volume":48958000},
{"Date":"2/12/1997","Open":15.75,"High":15.875,"Low":15.499999,"Close":15.75,"Volume":44066400},
{"Date":"2/11/1997","Open":15.875,"High":16.000001,"Low":15.499999,"Close":15.6875,"Volume":35019600},
{"Date":"2/10/1997","Open":16.125,"High":16.125,"Low":15.625,"Close":15.625,"Volume":46351200},
{"Date":"2/7/1997","Open":16.5,"High":16.5,"Low":15.75,"Close":15.8125,"Volume":58816800},
{"Date":"2/6/1997","Open":15.25,"High":16.125,"Low":15.25,"Close":16.000001,"Volume":99876000},
{"Date":"2/5/1997","Open":15.25,"High":15.625,"Low":15.25,"Close":15.25,"Volume":98621600},
{"Date":"2/4/1997","Open":16.25,"High":16.374999,"Low":15.125001,"Close":15.375,"Volume":178161200},
{"Date":"2/3/1997","Open":16.875001,"High":17,"Low":16.25,"Close":16.3125,"Volume":92027600},
{"Date":"1/31/1997","Open":16.625,"High":16.625,"Low":16.5,"Close":16.625,"Volume":49907200},
{"Date":"1/30/1997","Open":16.75,"High":16.75,"Low":16.5,"Close":16.75,"Volume":34983200},
{"Date":"1/29/1997","Open":16.625,"High":16.75,"Low":16.5,"Close":16.625,"Volume":37926000},
{"Date":"1/28/1997","Open":17,"High":17,"Low":16.5,"Close":16.625,"Volume":52640000},
{"Date":"1/27/1997","Open":17.125,"High":17.249999,"Low":16.625,"Close":16.625,"Volume":53510800},
{"Date":"1/24/1997","Open":17.249999,"High":17.249999,"Low":16.875001,"Close":16.875001,"Volume":47070800},
{"Date":"1/23/1997","Open":17.249999,"High":17.375,"Low":17.125,"Close":17.249999,"Volume":43086400},
{"Date":"1/22/1997","Open":17.375,"High":17.5,"Low":17,"Close":17.1875,"Volume":51405200},
{"Date":"1/21/1997","Open":17,"High":17.249999,"Low":16.875001,"Close":17.249999,"Volume":71206800},
{"Date":"1/20/1997","Open":16.875001,"High":17.125,"Low":16.75,"Close":16.9375,"Volume":72906400},
{"Date":"1/17/1997","Open":16.75,"High":17.125,"Low":16.625,"Close":16.75,"Volume":81286800},
{"Date":"1/16/1997","Open":17.125,"High":17.125,"Low":16.625,"Close":16.75,"Volume":167826400},
{"Date":"1/15/1997","Open":18,"High":18,"Low":17.125,"Close":17.249999,"Volume":108273200},
{"Date":"1/14/1997","Open":18.375,"High":18.375,"Low":17.750001,"Close":17.875,"Volume":63943600},
{"Date":"1/13/1997","Open":18.5,"High":18.5,"Low":18.124999,"Close":18.124999,"Volume":76437200},
{"Date":"1/10/1997","Open":17.625,"High":18.25,"Low":17.625,"Close":18.25,"Volume":88429600},
{"Date":"1/9/1997","Open":17.750001,"High":17.875,"Low":17.5,"Close":17.750001,"Volume":111664000},
{"Date":"1/8/1997","Open":18.25,"High":18.375,"Low":17.375,"Close":17.625,"Volume":275032800},
{"Date":"1/7/1997","Open":18.124999,"High":18.25,"Low":17.5,"Close":17.5,"Volume":244232800},
{"Date":"1/6/1997","Open":17.625,"High":18.343699,"Low":17.249999,"Close":17.875,"Volume":470708000},
{"Date":"1/3/1997","Open":21.125,"High":22.25,"Low":21,"Close":21.75,"Volume":29929200},
{"Date":"1/2/1997","Open":21.125,"High":21.250001,"Low":20.749999,"Close":21,"Volume":35778400}]
Raw
divided-line.js
//----Divided line code ----
//https://bl.ocks.org/emeeks/03396c05b39b8198685f3e46942c87e3
const dividedLine = (parameters, points, searchIterations) => {
let currentParameters = parameters(points[0], 0)
let currentPointsArray = []
let dividedLinesData = [ { key: currentParameters, points: currentPointsArray } ]
points.forEach((point, pointI) => {
const newParameters = parameters(point, pointI)
let matchingParams = newParameters === currentParameters;
if (typeof currentParameters === "object") {
matchingParams = JSON.stringify(newParameters) === JSON.stringify(currentParameters)
}
if (matchingParams) {
currentPointsArray.push(point)
} else {
const lastPoint = currentPointsArray[currentPointsArray.length - 1];
let pointA = lastPoint;
let pointB = point;
for (let x = 0; x < searchIterations; x++) {
const keys = Object.keys(pointA)
const findPoints = simpleSearchFunction(pointA, pointB, currentParameters, parameters, keys)
pointA = findPoints[0]
pointB = findPoints[1]
}
currentPointsArray.push(pointB)
currentPointsArray = [ pointB, point ]
dividedLinesData.push({ key: newParameters, points: currentPointsArray })
currentParameters = newParameters
}
})
return dividedLinesData
}
function simpleSearchFunction(pointA, pointB, current, parameters, keys) {
const betweenPoint = { };
keys.forEach(key => {
betweenPoint[key] = typeof pointA[key] === "number" ? (pointA[key] + pointB[key]) / 2 : pointB[key]
})
if (JSON.stringify(parameters(betweenPoint)) === JSON.stringify(current)) {
return [ betweenPoint, pointB ]
}
return [ pointA, betweenPoint ]
}
function parameters(point) {
const steve = new Date("7/9/1997")
if (new Date(point.Date) < steve) {
return "before"
}
if (point.Close > 100) {
return "top"
}
return "normal"
}
var styleMap = {
before: {"stroke-dasharray": '1, 2'},
top: {"stroke": "#00BFA5"},
normal: {}
}
//----Finish divided line----
Raw
index.html
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<link href='https://fonts.googleapis.com/css?family=Lato:300,900' rel='stylesheet' type='text/css'>
<style>
body{
background-color: whitesmoke;
}
:root {
--line-chart-color: #607D8B;
--annotation-context-color: #00796B;
--annotation-above-color: #00BFA5;
--annotation-anomaly-color: #E8336D;
}
svg {
background-color: white;
font-family: 'Lato';
}
.axis, .axis text {
fill: var(--line-chart-color);
}
.axis line, path {
stroke: var(--line-chart-color);
}
path {
fill: none;
}
.annotation path {
stroke: var(--annotation-context-color);
}
.annotation:not(.above):not(.anomaly) path {
stroke-dasharray: 1,3;
}
.annotation text {
fill: var(--annotation-context-color);
}
.annotation.above path {
stroke: var(--annotation-above-color);
}
.annotation.above text {
fill: var(--annotation-above-color);
}
.annotation.anomaly path {
stroke: var(--annotation-anomaly-color);
stroke-width: 2px;
}
.annotation.anomaly text {
fill: var(--annotation-anomaly-color);
}
.annotation-note-bg {
fill: rgba(0, 0, 0, 0);
}
.annotation-note-title {
font-weight: bold;
}
text.title {
font-size: 1.2em;
font-weight: bold;
}
</style>
</head>
<body>
<svg width=960 height=500>
<text class="title" x=40 y=50>d3.annotation()</text>
<text x=40 y=80>AAPL stock example</text>
</svg>
<script src="https://d3js.org/d3.v4.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3-annotation/1.12.1/d3-annotation.min.js"></script>
<script src="divided-line.js"></script>
<script>
const width = 960
const height = 500
const margin = { top: 180, bottom: 50, left: 50, right: 50}
const x = d3.scaleTime().range([margin.left, width - margin.right ])
.domain([new Date('1/1/1997'), new Date('1/1/2003') ])
const y = d3.scaleLinear().range([height - margin.bottom, margin.top ])
.domain([0, 170])
d3.json("apple.json", function(error, json) {
if (error) throw error;
var line = d3.line()
.x(function (d) {return x(new Date (d.Date))})
.y(function (d) {return y(d.Close)})
/* --- creating line using divided line code --- */
var dLineData = dividedLine(parameters, json, 20);
const svg = d3.select("svg")
svg.append('g')
.attr('class', 'lineChart')
svg.select("g.lineChart")
.selectAll("path.segment")
.data(dLineData)
.enter()
.append("path")
.attr("d", function (d) {return line(d.points)})
.each(function (d){
const styles = styleMap[d.key]
Object.keys(styles).forEach(function(k){
d3.select(this)
.style(k, styles[k])
}, this)
})
const yAxis = d3.axisLeft(y).ticks(3).tickFormat(function(d){ return "$" + d})
const xAxis = d3.axisBottom(x)
svg.append("g")
.attr("class", "axis y")
.attr("transform", "translate(" + margin.left + ", 0)")
.call(yAxis);
svg.append("g")
.attr("class", "axis x")
.attr("transform", "translate(0,"+ (height - margin.bottom) +")")
.call(xAxis);
/* Code below relevant for annotations */
const annotations = [{
note: { label: "Steve Jobs Returns" },
subject: {
y1: margin.top,
y2: height - margin.bottom
},
y: margin.top,
data: { x: "7/9/1997"} //position the x based on an x scale
},
{
note: { label: "iMac Release" },
subject: {
y1: margin.top,
y2: height - margin.bottom
},
y: margin.top,
data: { x: "8/15/1998"}
},
{
note: { label: "iPod Release"},
subject: {
y1: margin.top,
y2: height - margin.bottom
},
y: margin.top,
data: { x: "10/23/2001"}
},
{
note: { label: "Stock Split 2:1",
lineType:"none",
orientation: "leftRight",
"align": "middle" },
className: "anomaly",
type: d3.annotationCalloutCircle,
subject: { radius: 35 },
data: { x: "6/21/2000", y: 76},
dx: 40
},
{
note: { label: "Above $100", wrap: 100, },
className: "above",
disable: ["connector"],
subject: {
x1: x( new Date('10/1/1999')),
x2: x( new Date('8/1/2000'))
},
x: x( new Date('10/1/1999')),
dx: -30,
data: { y: 100}
}
]
//An example of taking the XYThreshold and merging it
//with custom settings so you don't have to
//repeat yourself in the annotations Objects
const type = d3.annotationCustomType(
d3.annotationXYThreshold,
{"note":{
"lineType":"none",
"orientation": "top",
"align":"middle"}
}
)
const makeAnnotations = d3.annotation()
.type(type)
//Gives you access to any data objects in the annotations array
.accessors({
x: function(d){ return x(new Date(d.x))},
y: function(d){ return y(d.y) }
})
.annotations(annotations)
.textWrap(30)
d3.select("svg")
.append("g")
.attr("class", "annotation-group")
.call(makeAnnotations)
});
</script>
</body>
</html>
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