The avatar for @mayagans
Maya Gans
Published
Edited
Dec 15, 2020
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md`# Time Series Plot with Update in R -- GUP
we need it to work when the datasets aren't the same size. This requires updating the GUP. This works for GL and SA but not for SO because there's a differing amount of data. The number of lines is now correct, but the colors of the lines don't change, and the hovering is off. This is all based on https://observablehq.com/d/243a535100e6b8ea but I want to use a color gradient rather than mix-blend-mode`
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mutable usubjid = ""
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chart = {
const svg = d3
.create("svg")
.attr("viewBox", [0, 0, dimensions.width, dimensions.height])
.attr("font-family", "sans-serif")
.attr("font-size", 10);

let bounds = svg.append("g");
bounds = translateBounds(bounds, dimensions);

//THIS DOESNT NEED TO BE DUPLICATED
let path = bounds
.append("g")
.attr("fill", "none")
.attr("stroke", "#58E7E5")
.attr("stroke-width", 1.5)
.attr("stroke-linejoin", "round")
.attr("stroke-linecap", "round")
.selectAll("path")
.attr("class", "line")
.data(data)
.join("path")
.attr("stroke", function(d, i) {
return colorScale(i);
})
.attr("d", d => lineGenerator(d.timeSeries));

const gx = bounds.append("g").call(xAxis);
const gy = bounds.append("g").call(yAxis);

bounds
.append("text")
.attr("x", -dimensions.boundedHeight / 2)
.attr("y", -40)
.attr("font-size", 15)
.html("Analysis Values")
.attr('fill', "#58E7E5")
.style("transform", "rotate(-90deg)")
.style("text-anchor", "middle");
svg.call(hover, path, data);

return Object.assign(svg.node(), {
update(order) {
yScale.domain([
d3.min(order, d => d3.min(d.timeSeries, d => yAccessor(d))),
d3.max(order, d => d3.max(d.timeSeries, d => yAccessor(d)))
]);

xScale
.domain([
d3.min(order, d => d3.min(d.timeSeries, d => xAccessor(d))),
d3.max(order, d => d3.max(d.timeSeries, d => xAccessor(d)))
])
.range([0, dimensions.boundedWidth]);

// this isn't working on SO because its not numbers!!
colorScale.domain([0, order.length])
console.log(colorScale)
const t = svg.transition().duration(750);

let path = bounds
.select("g")
.attr("fill", "none")
.attr("stroke-width", 1.5)
.attr("stroke-linejoin", "round")
.attr("stroke-linecap", "round")
.selectAll("path")
.data(order)
.join(
enter =>
enter
.append("path")
.attr("class", "line")
.attr("stroke-width", 1.5)
.attr("opacity", 0)
.call(enter =>
enter
.transition(t)
.attr("opacity", 1)
.attr("stroke", function(d, i) {
return colorScale(i);
})
.attr("d", d => lineGenerator(d.timeSeries))
),
update =>
update.call(update =>
update
.transition(t)
.attr("stroke", "red")
.attr("d", d => lineGenerator(d.timeSeries))
.attr("stroke", function(d, i) {
return colorScale(i);
})
),
exit =>
exit.call(exit =>
exit
.transition(t)
.attr("opacity", 0)
.remove()
)
);

gy.transition(t).call(yAxis);
gx.transition(t).call(xAxis);

// the hover only kind of works on SO
svg.call(hover, path, order);
}
});
}
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update = chart.update(arrangeData(order))
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colorScale = d3.scaleLinear().range(["#1da5a9", "#c9ffff"]).domain([0, data.length])
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function hover(svg, path, df) {
if ("ontouchstart" in document)
svg
.style("-webkit-tap-highlight-color", "transparent")
.on("touchmove", moved)
.on("touchstart", entered)
.on("touchend", left);
else
svg
.on("mousemove", moved)
.on("mouseenter", entered)
.on("mouseleave", left);

const dot = svg.append("g").attr("display", "none");

dot.append("rect")
.attr("width", 130)
.attr("height", 30)
.attr("fill", "#1C2830")
.style("opacity", "0.4")
.attr("id", "rectLabel")
.attr(
"transform",
`translate(-60, -30)`
)
dot
.append("circle")
.attr("r", 5)
.attr("fill", "#86cac6");

dot
.append("text")
.attr("font-family", "sans-serif")
.attr("font-size", 15)
.attr("text-anchor", "middle")
.attr("y", -8)
.style("background", "green");
const bounds = svg.select("g").node();
function moved(event) {
event.preventDefault();
const pointer = d3.pointer(event, bounds);
const xm = xScale.invert(pointer[0]);
const ym = yScale.invert(pointer[1]);
const i = d3.bisectCenter(df[0].timeSeries.map(d => xAccessor(d)), xm);
const s = d3.least(df, d => !d.timeSeries[i] ? Infinity: Math.abs(yAccessor(d.timeSeries[i]) - ym));
path
.attr("stroke", d => (d === s ? null : "#696969"))
.attr("stroke-width", d => (d === s ? 3 : null))
.filter(d => d === s)
.raise();
dot.attr(
"transform",
`translate(
${xScale(xAccessor(df[0].timeSeries[i])) + dimensions.margin.left},
${yScale(yAccessor(s.timeSeries[i])) + dimensions.margin.top}
)`
);
dot.select("text")
.text(s.member)
.attr('fill', "#E8CC81");
mutable usubjid = s.member
}

function entered() {
path
dot.attr("display", null);
}

function left() {
path
.attr("stroke", null)
.attr("stroke-width", null)
.data(df)
.join("path")
.attr("stroke", function(d, i) { return colorScale(i) } )
dot.attr("display", "none");
}
}
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xAxis = bounds =>
bounds
.call(xAxisGenerator)
.call(d => xAxisToBottom(d, dimensions))
.attr("font-size", 12)
.attr('color', "#58E7E5")
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yAxis = bounds => bounds.call(yAxisGenerator).attr("font-size", 12).attr('color', "#58E7E5")
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xAccessor = d => d.dateTime;
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yAccessor = d => d.forecast;
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xScale = d3
.scaleLinear()
.domain([
d3.min(data, d => d3.min(d.timeSeries, d => xAccessor(d))),
d3.max(data, d => d3.max(d.timeSeries, d => xAccessor(d)))
])
.range([0, dimensions.boundedWidth])
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yScale = d3
.scaleLinear()
.domain([
d3.min(data, d => d3.min(d.timeSeries, d => yAccessor(d))),
d3.max(data, d => d3.max(d.timeSeries, d => yAccessor(d)))
])
.range([dimensions.boundedHeight, 0])
.nice()
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lineGenerator = d3
.line()
.x(d => xScale(xAccessor(d)))
.y(d => yScale(yAccessor(d)))
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yAxisGenerator = d3.axisLeft().scale(yScale)
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xAxisGenerator = d3.axisBottom().scale(xScale).ticks(5).tickFormat(function(d, i) { return d })
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dataIn = [
{member: 0, dateTime: 0, forecast: 1, param: "A"},
{member: 0, dateTime: 1, forecast: 5, param: "A"},
{member: 0, dateTime: 2, forecast: 2, param: "A"},
{member: 0, dateTime: 3, forecast: 2, param: "A"},
{member: 0, dateTime: 4, forecast: 4, param: "A"},
{member: 0, dateTime: 5, forecast: 9, param: "A"},
{member: 1, dateTime: 0, forecast: 8, param: "A"},
{member: 1, dateTime: 1, forecast: 4, param: "A"},
{member: 1, dateTime: 2, forecast: 2, param: "A"},
{member: 1, dateTime: 3, forecast: 7, param: "A"},
{member: 1, dateTime: 4, forecast: 6, param: "A"},
{member: 1, dateTime: 5, forecast: 1, param: "A"},
{member: 2, dateTime: 0, forecast: 1, param: "A"},
{member: 2, dateTime: 1, forecast: 3, param: "A"},
{member: 2, dateTime: 2, forecast: 8, param: "A"},
{member: 2, dateTime: 3, forecast: 10, param: "A"},
{member: 2, dateTime: 4, forecast: 8, param: "A"},
{member: 2, dateTime: 5, forecast: 3, param: "A"},
{member: 3, dateTime: 0, forecast: 9, param: "A"},
{member: 3, dateTime: 1, forecast: 10, param: "A"},
{member: 3, dateTime: 2, forecast: 4, param: "A"},
{member: 3, dateTime: 3, forecast: 7, param: "A"},
{member: 3, dateTime: 4, forecast: 9, param: "A"},
{member: 3, dateTime: 5, forecast: 3, param: "A"},
{member: 4, dateTime: 0, forecast: 4, param: "A"},
{member: 4, dateTime: 1, forecast: 10, param: "A"},
{member: 4, dateTime: 2, forecast: 9, param: "A"},
{member: 4, dateTime: 3, forecast: 7, param: "A"},
{member: 4, dateTime: 4, forecast: 7, param: "A"},
{member: 4, dateTime: 5, forecast: 4, param: "A"},
{member: 5, dateTime: 0, forecast: 3, param: "A"},
{member: 5, dateTime: 1, forecast: 6, param: "A"},
{member: 5, dateTime: 2, forecast: 5, param: "A"},
{member: 5, dateTime: 3, forecast: 9, param: "A"},
{member: 5, dateTime: 4, forecast: 2, param: "A"},
{member: 5, dateTime: 5, forecast: 4, param: "A"},
{member: 6, dateTime: 0, forecast: 3, param: "A"},
{member: 6, dateTime: 1, forecast: 3, param: "A"},
{member: 6, dateTime: 2, forecast: 4, param: "A"},
{member: 6, dateTime: 3, forecast: 2, param: "A"},
{member: 6, dateTime: 4, forecast: 10, param: "A"},
{member: 6, dateTime: 5, forecast: 1, param: "A"},
{member: 7, dateTime: 0, forecast: 6, param: "A"},
{member: 7, dateTime: 1, forecast: 2, param: "A"},
{member: 7, dateTime: 2, forecast: 3, param: "A"},
{member: 7, dateTime: 3, forecast: 4, param: "A"},
{member: 7, dateTime: 4, forecast: 1, param: "A"},
{member: 7, dateTime: 5, forecast: 1, param: "A"},
{member: 8, dateTime: 0, forecast: 8, param: "A"},
{member: 8, dateTime: 1, forecast: 7, param: "A"},
{member: 8, dateTime: 2, forecast: 2, param: "A"},
{member: 8, dateTime: 3, forecast: 2, param: "A"},
{member: 8, dateTime: 4, forecast: 3, param: "A"},
{member: 8, dateTime: 5, forecast: 4, param: "A"},
{member: 9, dateTime: 0, forecast: 10, param: "A"},
{member: 9, dateTime: 1, forecast: 6, param: "A"},
{member: 9, dateTime: 2, forecast: 3, param: "A"},
{member: 9, dateTime: 3, forecast: 6, param: "A"},
{member: 9, dateTime: 4, forecast: 7, param: "A"},
{member: 9, dateTime: 5, forecast: 6, param: "A"},
{member: 10, dateTime: 0, forecast: 9, param: "A"},
{member: 10, dateTime: 1, forecast: 9, param: "A"},
{member: 10, dateTime: 2, forecast: 4, param: "A"},
{member: 10, dateTime: 3, forecast: 10, param: "A"},
{member: 10, dateTime: 4, forecast: 9, param: "A"},
{member: 10, dateTime: 5, forecast: 10, param: "A"}
]
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dataIn2 = [
{member: 0, dateTime: 0, forecast: 20, param: "A"},
{member: 0, dateTime: 1, forecast: 50, param: "A"},
{member: 0, dateTime: 2, forecast: 33, param: "A"},
{member: 0, dateTime: 3, forecast: 28, param: "A"},
{member: 0, dateTime: 4, forecast: 19, param: "A"},
{member: 0, dateTime: 5, forecast: 100, param: "A"},
{member: 1, dateTime: 0, forecast: 90, param: "A"},
{member: 1, dateTime: 1, forecast: 88, param: "A"},
{member: 1, dateTime: 2, forecast: 67, param: "A"},
{member: 1, dateTime: 3, forecast: 36, param: "A"},
{member: 1, dateTime: 4, forecast: 54, param: "A"},
{member: 1, dateTime: 5, forecast: 44, param: "A"},
{member: 2, dateTime: 0, forecast: 13, param: "A"},
{member: 2, dateTime: 1, forecast: 20, param: "A"},
{member: 2, dateTime: 2, forecast: 18, param: "A"},
{member: 2, dateTime: 3, forecast: 40, param: "A"},
{member: 2, dateTime: 4, forecast: 90, param: "A"},
{member: 2, dateTime: 5, forecast: 43, param: "A"},
{member: 3, dateTime: 0, forecast: 55, param: "A"},
{member: 3, dateTime: 1, forecast: 55, param: "A"},
{member: 3, dateTime: 2, forecast: 57, param: "A"},
{member: 3, dateTime: 3, forecast: 71, param: "A"},
{member: 3, dateTime: 4, forecast: 100, param: "A"},
{member: 3, dateTime: 5, forecast: 30, param: "A"},
{member: 4, dateTime: 0, forecast: 90, param: "A"},
{member: 4, dateTime: 1, forecast: 10, param: "A"},
{member: 4, dateTime: 2, forecast: 91, param: "A"},
{member: 4, dateTime: 3, forecast: 71, param: "A"},
{member: 4, dateTime: 4, forecast: 71, param: "A"},
{member: 4, dateTime: 5, forecast: 45, param: "A"},
{member: 5, dateTime: 0, forecast: 35, param: "A"},
{member: 5, dateTime: 1, forecast: 69, param: "A"},
{member: 5, dateTime: 2, forecast: 55, param: "A"},
{member: 5, dateTime: 3, forecast: 90, param: "A"},
{member: 5, dateTime: 4, forecast: 22, param: "A"},
{member: 5, dateTime: 5, forecast: 42, param: "A"},
{member: 6, dateTime: 0, forecast: 32, param: "A"},
{member: 6, dateTime: 1, forecast: 23, param: "A"},
{member: 6, dateTime: 2, forecast: 47, param: "A"},
{member: 6, dateTime: 3, forecast: 29, param: "A"},
{member: 6, dateTime: 4, forecast: 70, param: "A"},
{member: 6, dateTime: 5, forecast: 10, param: "A"},
{member: 7, dateTime: 0, forecast: 65, param: "A"},
{member: 7, dateTime: 1, forecast: 22, param: "A"},
{member: 7, dateTime: 2, forecast: 37, param: "A"},
{member: 7, dateTime: 3, forecast: 48, param: "A"},
{member: 7, dateTime: 4, forecast: 11, param: "A"},
{member: 7, dateTime: 5, forecast: 11, param: "A"},
{member: 8, dateTime: 0, forecast: 80, param: "A"},
{member: 8, dateTime: 1, forecast: 78, param: "A"},
{member: 8, dateTime: 2, forecast: 24, param: "A"},
{member: 8, dateTime: 3, forecast: 24, param: "A"},
{member: 8, dateTime: 4, forecast: 3, param: "A"},
{member: 8, dateTime: 5, forecast: 4, param: "A"},
{member: 9, dateTime: 0, forecast: 160, param: "A"},
{member: 9, dateTime: 1, forecast: 60, param: "A"},
{member: 9, dateTime: 2, forecast: 32, param: "A"},
{member: 9, dateTime: 3, forecast: 60, param: "A"},
{member: 9, dateTime: 4, forecast: 77, param: "A"},
{member: 9, dateTime: 5, forecast: 60, param: "A"},
{member: 10, dateTime: 0, forecast: 90, param: "A"},
{member: 10, dateTime: 1, forecast: 90, param: "A"},
{member: 10, dateTime: 2, forecast: 40, param: "A"},
{member: 10, dateTime: 3, forecast: 100, param: "A"},
{member: 10, dateTime: 4, forecast: 90, param: "A"},
{member: 10, dateTime: 5, forecast: 100, param: "A"},
{member: 11, dateTime: 0, forecast: 180, param: "A"},
{member: 11, dateTime: 1, forecast: 90, param: "A"},
{member: 11, dateTime: 2, forecast: 40, param: "A"},
{member: 11, dateTime: 3, forecast: 100, param: "A"},
]
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Insert cell
Insert cell
d3 = require("d3@6")
Insert cell

Purpose-built for displays of data

Observable is your go-to platform for exploring data and creating expressive data visualizations. Use reactive JavaScript notebooks for prototyping and a collaborative canvas for visual data exploration and dashboard creation.
Learn more