D3JS V6: Multi Line Group - javascript

I'm stuck trying to make a multi line graph with D3JS V6. The problem is about group the data (long format) and trying to plot the path for every group.
My data follows this structure:
Sexo
Año
D
Male
2000
25
Male
2001
58
Female
2000
55
Female
2001
75
Total
2000
80
Total
2001
133
function dataviz2() {
var dataset;
h = 400
w = 650
padding = 40
count = 0
// Convertir Strings a Fechas
var parseTime = d3.timeParse('%Y')
// Convertir Fechas a Strings
var parseDate = d3.timeFormat('%Y')
var rowConverter = function (d) {
return {
Sexo: d.Sexo,
Año: parseTime(d.Año),
N: parseInt(d.N),
}
}
d3.csv('data.csv', rowConverter).then(function (data) {
dataset = data
dataset.sort(function (x, y) {
return d3.ascending(x.Año, y.Año)
})
dataBySex = d3.group(data, d => d.Sexo)
dataBySexGr = Array.from(dataBySex, ([sexo, value]) => ({ sexo, value }))
console.log(dataBySex)
console.log(dataBySexGr)
chart()
})
function chart() {
// Scale X
xScale = d3.scaleTime()
.domain([
d3.min(dataset, function (d) { return d.Año }),
d3.max(dataset, function (d) { return d.Año })
])
.range([padding, w - padding])
// Scale Y
yScale = d3.scaleLinear()
.domain([0, d3.max(dataset, function (d) { return d.N })])
.range([h - padding, padding])
// Create Axis
var xAxis = d3.axisBottom(xScale)
var yAxis = d3.axisLeft(yScale)
var svg = d3.select('#dataviz1')
.append('svg')
.attr('width', w)
.attr('height', h)
let id = 0;
const ids = function () {
return "line-" + id++
}
var lines = svg.selectAll('.line')
.data(dataBySexGr)
.join('path')
.attr("class", ids)
**.attr('d', d => {
return d3.line()
.x(d => x(d.Año))
.y(d => y(d.N))
})**
.attr('stroke', 'blue')
.attr('stroke-width', 3)
.attr('fill', 'none')
svg.append('g')
.attr('class', 'axis')
.attr('transform', 'translate(0,' + (h - padding) + ')')
.attr('visibility', 'visible')
.call(xAxis)
svg.append('g')
.attr('class', 'axis')
.attr('transform', 'translate(' + padding + ',0)')
.attr('visibility', 'visible')
.call(yAxis)
}
}
What I know after a lot of tries is that the .attr('d', d => ...) is the problem. The argument of that function says "'d' is declared, but its value is never read". When I check the HTML, I receive the different 3 paths I'm looking for but there are no values, are a function.
I'm really stuck in here, so I appreciate any help.
Thanks!!

d3.line returns a line generator function, you can see that function as the d attribute. You need to pass the datum and execute that function to get the path data:
.attr('d', d => {
return d3.line()
.x(d => x(d.Año))
.y(d => y(d.N))(d)
})
Or alternatively, you can define the line generator before hand and simply use .attr('d',line):
const line = d3.line()
.x(d => x(d.Año))
.y(d => y(d.N))
selection.attr("d",line);

Related

I want to remove the commas from the X axis with d3, but tickFormat does not work and instead, throws an error

I am making a bar chart with the years on the X axis. Currently trying to remove the commas using, tickFormat() but it throws an error.
Uncaught (in promise) TypeError: svg.append(...).attr(...).attr(...).classed(...).call(...).tickFormat is not a function at
Does anyone know what is wrong? My code:
let dataNumsOnly = [];
let labels = [];
fetch('https://raw.githubusercontent.com/freeCodeCamp/ProjectReferenceData/master/GDP-data.json')
.then(response => response.json())
.then(data => {
let dataForChart = data;
dataForChart = dataForChart.data;
for (let i = 0; i < dataForChart.length; i++) { //grabs data and labels.
dataNumsOnly.push(dataForChart[i][1]);
labels.push(dataForChart[i][0]);
}
let svg = d3.select('body')
.append('svg')
.attr('width', 1060.4)
.attr('height', 690);
const xScale = d3.scaleLinear()
.domain([1947, 2015])
.range([0, 961]);
svg.append('g')
.attr('transform', 'translate(50, 638)')
.attr('id', 'x-axis')
.classed('tick', true)
.call(d3.axisBottom(xScale))
.tickFormat(d3.format("d"))
});
Turns out I had to nest it inside the call for the axis.
let dataNumsOnly = [];
let labels = [];
fetch('https://raw.githubusercontent.com/freeCodeCamp/ProjectReferenceData/master/GDP-data.json')
.then(response => response.json())
.then(data => {
let dataForChart = data;
dataForChart = dataForChart.data;
for (let i = 0; i < dataForChart.length; i++) { //grabs data and labels.
dataNumsOnly.push(dataForChart[i][1]);
labels.push(dataForChart[i][0]);
}
const svg = d3.select('body')
.append('svg')
.attr('width', 1060.4)
.attr('height', 690);
console.log(dataNumsOnly)
svg.selectAll('rect')
.data(dataNumsOnly)
.enter()
.append('rect')
.classed('bar', true)
.attr('width', 3)
.attr('height', d => d / 32)
.attr("x", (d, i) => i * 3.5)
.attr('transform', 'translate(50, 38.4)')
.attr('y', d => 600 - d / 32)
.style('fill', "#8abccf");
svg.append('text')
.attr('transform', 'translate(420, 50)')
.classed('info', true)
.text('More Information: http://www.bea.gov/national/pdf/nipaguid.pdf');
svg.append('text')
.classed('info', true)
.attr('transform', 'rotate(-90)')
.attr('x', -420)
.attr('y', 90)
.text('Gross Domestic Product');
const yScale = d3.scaleLinear()
.domain([0, 20000])
.range([600, 0]);
svg.append('g')
.attr('transform', 'translate(50, 38)')
.classed('tick', true)
.attr('id', 'y-axis')
.call(d3.axisLeft(yScale)
.ticks(10));
const xScale = d3.scaleLinear()
.domain([1947, 2015])
.range([0, 961]);
svg.append('g')
.attr('transform', 'translate(50, 638)')
.attr('id', 'x-axis')
.classed('tick', true)
.call(d3.axisBottom(xScale)
.tickFormat(d3.format('d')));
});

How do I create a multi-line chart in d3 with a dropdown menu?

I posted a previous question with perhaps too much specificity. I'm trying to create a multi-line chart in d3 with a dropdown, similar to this.
I've switched out the obvious changes needed for v7 but am still running into trouble, I believe in the if/else statement right after var initialGraph but I'm not 100% sure. It may also be because my d3.groups isn't set up / referenced correctly.
The current error I receive is:
Uncaught (in promise) TypeError: Cannot read property 'year' of undefined
at <anonymous>:23:33
at a (d3.v7.min.js:2)
at initialGraph (<anonymous>:83:18)
at <anonymous>:89:3
My dataset has four values: year, state, wvalues, and lvalues. state and lvalues are strings, year and wvalues are numeric. Here's my code so far:
var margin = { top: 50, right: 50, bottom: 50, left: 50 }
var h = 500 - margin.top - margin.bottom
var w = 700 - margin.left - margin.right
var formatDecimal = d3.format('.2')
d3.csv('15/data.csv').then(function (data) {
// Scales
var x = d3.scaleLinear()
.range([0,w])
var y = d3.scaleLinear()
.range([h,0])
y.domain([
d3.min([0,d3.min(data,function (d) { return d.wvalue })]),
d3.max([0,d3.max(data,function (d) { return d.wvalue })])
]);
x.domain([1968, 2016])
// Define the line
var valueLine = d3.line()
.x(function(d) { return x(d.year); })
.y(function(d) { return y(d.wvalue); })
// Create the svg canvas in the "d3block" div
var svg = d3.select("#d3block")
.append("svg")
.style("width", w + margin.left + margin.right + "px")
.style("height", h + margin.top + margin.bottom + "px")
.attr("width", w + margin.left + margin.right)
.attr("height", h + margin.top + margin.bottom)
.append("g")
.attr("transform","translate(" + margin.left + "," + margin.top + ")")
.attr("class", "svg");
//nest variable
var nest = d3.groups(data,
d => d.state, d => d.lvalue)
// X-axis
var xAxis = d3.axisBottom()
.scale(x)
.tickFormat(formatDecimal)
.ticks(7)
// Y-axis
var yAxis = d3.axisLeft()
.scale(y)
.tickFormat(formatDecimal)
.ticks(5)
// Create a dropdown
var legisMenu = d3.select("#legisDropdown")
legisMenu
.append("select")
.selectAll("option")
.data(nest)
.enter()
.append("option")
.attr("value", ([key, ]) => key)
.text(([key, ]) => key)
// Function to create the initial graph
var initialGraph = function(legis){
// Filter the data to include only state of interest
var selectLegis = nest.filter(([key, ]) => key == legis)
var selectLegisGroups = svg.selectAll(".legisGroups")
.data(selectLegis, function(d){
return d ? d.key : this.key;
})
.enter()
.append("g")
.attr("class", "legisGroups")
var initialPath = selectLegisGroups.selectAll(".line")
.data(([, values]) => values)
.enter()
.append("path")
initialPath
.attr("d", valueLine(([, values]) => values))
.attr("class", "line")
}
// Create initial graph
initialGraph("Alabama")
// Update the data
var updateGraph = function(legis){
// Filter the data to include only state of interest
var selectLegis = nest.filter(([key, ]) => key == legis)
// Select all of the grouped elements and update the data
var selectLegisGroups = svg.selectAll(".legisGroups")
.data(selectLegis)
// Select all the lines and transition to new positions
selectLegisGroups.selectAll("path.line")
.data(([, values]) => values)
.transition()
.duration(1000)
.attr("d", valueLine(([, values ]) => values))
}
// Run update function when dropdown selection changes
legisMenu.on('change', function(){
// Find which state was selected from the dropdown
var selectedLegis = d3.select(this)
.select("select")
.property("value")
// Run update function with the selected state
updateGraph(selectedLegis)
});
// X-axis
svg.append('g')
.attr('class','axis')
.attr('id','xAxis')
.attr('transform', 'translate(0,' + h + ')')
.call(xAxis)
.append('text') // X-axis Label
.attr('id','xAxisLabel')
.attr('fill','black')
.attr('y',-10)
.attr('x',w)
.attr('dy','.71em')
.style('text-anchor','end')
.text('')
// Y-axis
svg.append('g')
.attr('class','axis')
.attr('id','yAxis')
.call(yAxis)
.append('text') // y-axis Label
.attr('id', 'yAxisLabel')
.attr('fill', 'black')
.attr('transform','rotate(-90)')
.attr('x',0)
.attr('y',5)
.attr('dy','.71em')
.style('text-anchor','end')
.text('wvalue')
})
I did more digging and found the answer here.
I had to replace the initial path attribute .attr("d", valueLine(([, values]) => values)) with .attr('d', (d) => valueLine(Array.from(d.values())[1])). I also had to replace the code further down within the updateGraph function under selectLegisGroups .attr for it to update properly.

Offset x-axis ticks with scaleTime

I'm trying to figure out how I can offset the x-axis ticks, as shown in this example, to be in the center of the bar when the x-axis uses scaleTime.
Right now, I'm applying a transform to the axis when I append it to the svg as such:
// x-axis code
const x = d3.scaleTime()
.domain([d3.min(dates), d3.max(dates)])
.range([margin.left, width - margin.right]);
const x_axis = d3.axisBottom()
.scale(x);
...
// offsetting the axis horizontally when I append it with bandwidth / 2
svg.append('g')
.attr('transform', `translate(${bandwidth / 2},${height - margin.bottom})`)
.call(x_axis);
But this feels hacky and leaves space between the x-axis and the y-axis.
It seems like the example I mentioned has this right because it's not using scaleTime but once scaleTime comes into the picture then things get bad. How can offset my scaleTime ticks so they line up with the middle of my bars?
Full code below:
import * as d3 from 'd3';
import rawData from './data/readings.json';
import {
barSpacing,
margin,
getBandwidth,
} from './helpers';
const width = 1000;
const height = 500;
const animationDurationRatio = 5;
const barStyle = {
color: 'steelblue',
opacity: {
default: .9,
hover: 1
}
};
const getStepData = (data, stepNum) => {
return data.map((item, i) => {
const value = i < stepNum ? item.value : 0
return {
...item,
value
};
});
};
const data = rawData.map(item => {
return {
date: new Date(item.date),
value: item.breakfast
}
});
const dates = data.map(d => d.date);
const x = d3.scaleTime()
.domain([d3.min(dates), d3.max(dates)])
.range([margin.left, width - margin.right]);
const y = d3.scaleLinear()
.domain([0, d3.max(data.map(d => d.value))]).nice()
.range([height - margin.bottom, margin.top]);
const color = d3.scaleSequential(d3.interpolateRdYlGn)
.domain([140, 115]);
// Got these values using trial and error
// Still not 100% sure how this domain works
const x_axis = d3.axisBottom()
.scale(x);
const y_axis = d3.axisLeft()
.scale(y);
const chartWidth = x.range()[1];
const bandwidth = getBandwidth(chartWidth, data, barSpacing);
const svg = d3.create('svg')
.attr('width', chartWidth)
.attr('height', height)
.attr('font-family', 'sans-serif')
.attr('font-size', 10)
.attr('text-anchor', 'end');
const bar = svg.selectAll('g')
.data(getStepData(data, 0))
.join('g');
bar.append('rect')
.attr('fill', d => {
return color(d.value);
})
.attr('opacity', barStyle.opacity.default)
.attr('x', d => {
return x(d.date)
})
.attr('y', d => y(d.value))
.attr('width', bandwidth)
.attr('height', d => y(0) - y(d.value))
.on('mouseover', function() {
d3.select(this)
.transition(30)
.attr('opacity', barStyle.opacity.hover);
})
.on('mouseout', function() {
d3.select(this)
.transition()
.attr('opacity', barStyle.opacity.default);
});
bar.append('text')
.attr('fill', 'white')
.attr('x', (d, i) => x(d.date) + bandwidth / 2)
.attr('y', d => y(0) - 10)
.attr('dx', d => `0.${d.value.toString().length * 50}em`)
.text((d, i) => data[i].value);
svg.append('g')
.attr('transform', `translate(${bandwidth / 2},${height - margin.bottom})`)
.call(x_axis);
svg.append('g')
.attr('transform', `translate(${margin.left},0)`)
.call(y_axis);
document.querySelector('body').appendChild(svg.node());
function animateBars (data) {
const bars = svg.selectAll('rect')
.data(data);
bars
.transition()
.ease(d3.easeLinear)
.duration(d => animationDurationRatio * d.value)
.attr('y', d => y(d.value))
.attr('fill', d => {
return color(d.value);
})
.attr('height', d => y(0) - y(d.value));
}
animateBars(data)
Because scaleTime is a continuous scale, not a banded one, this isn't supported without some sort of hack or workaround (see workarounds below).
Note: Perhaps one reason for this is that some think bar charts aren't a good fit for time scales. Instead time is better visualized with a line chart or an area chart.
Solution
The best solution for this is to switch to scaleBand or something else that supports discrete bands (here's an example).
Workarounds
One workaround is to make the first bar half the size and then offset all bars by half their width:
.attr('x', d => {
return x(d.date) - bandwidth / 2
})
.attr('width', (d, i) => i === 0 ? bandwidth / 2 : bandwidth)
Other hacks/workarounds might include adding an extra day, hiding the first tick, or messing with the axis offset.
Source: https://observablehq.com/#d3/stacked-bar-chart#comment-af5453e2ab24d987
You need to translate both the axes with the same x units.
svg.append('g')
.attr('transform', `translate(${margin.left},${height-margin.bottom})`)
.call(x_axis);
svg.append('g')
.attr('transform', `translate(${margin.left},0)`)
.call(y_axis);
const numberOfTicks = 5;
const x_axis = d3.axisBottom()
.scale(x)
.ticks(numberOfTicks - 1);
You can set the number of ticks in x-axis. The number of ticks generated on graph will be numberOfTicks + 1

Independent scales for small multiple line chart

Link to the notebook.
I'm working on a small multiple line chart using d3.v5 on Observable, with the dataset structured like follows:
For visualization, the y scale takes num from the values array for the domain. There are several rows with unique key values, which I wanted to use to produce the small multiples. The image above shows the first key.
After visualizing the small multiple, I noticed that all the line charts are using the same y scale, which is not what I intended to do. This is what I currently have:
const y_scale = d3
.scaleLinear()
.domain([0, d3.max(series, d => d3.max(d.values, m => m.num))])
.range([width/2, width/2 - start_y - margin.bottom]);
Is there a way to adjust the domain so that each chart would have its own scale based on its own num values?
Edit 1: Notebook link added on top
The idiomatic D3 solution here would be using local variables. However, there are several different working alternatives.
For using local variables, we first declare them...
const localScale = d3.local();
const localLine = d3.local();
Then, we set the different scales in the "enter" selection:
var enter = my_group
.enter()
.append("g")
.attr("class", "chart_group")
.each(function(d) {
const yScale = localScale.set(this, d3
.scaleLinear()
.domain([0, d3.max(d.values, d => d.num)])
.range([panel_width / 2, panel_width / 2 - start_y - margin]));
localLine.set(this, d3
.line()
.x(d => x_scale(d.date))
.y(d => yScale(d.num)));
});
Finally, we get those scales:
sub_group
.select(".chart_line")
.attr("d", function(d) {
return localLine.get(this)(d)
})
Here is the whole cell, copy/paste this in your notebook, replacing your cell:
chart = {
const panels_per_row = 4;
const panel_width = (width - margin * 8) / panels_per_row;
const height =
margin + (panel_width + margin) * (parseInt(my_data.length / 2) + 1);
const svg = d3.create("svg").attr("viewBox", [0, 0, width, height]);
const start_x = 2;
const start_y = panel_width / 3 + margin;
const x_scale = d3
.scaleBand()
.domain(d3.set(series[0].values, d => d.date).values())
.range([0, panel_width]);
const localScale = d3.local();
const localLine = d3.local();
//join
var my_group = svg.selectAll('.chart_group').data(series, d => d.key);
//exit and remove
my_group.exit().remove();
//enter new groups
var enter = my_group
.enter()
.append("g")
.attr("class", "chart_group")
.each(function(d) {
const yScale = localScale.set(this, d3
.scaleLinear()
.domain([0, d3.max(d.values, d => d.num)])
.range([panel_width / 2, panel_width / 2 - start_y - margin]));
localLine.set(this, d3
.line()
.x(d => x_scale(d.date))
.y(d => yScale(d.num)));
});
//append elements to new group
enter.append("rect").attr("class", "group_rect");
enter.append("text").attr("class", "group_text");
enter.append("g").attr("class", "sub_chart_group");
//merge
my_group = my_group.merge(enter);
position_group_elements(my_group);
//join
var sub_group = my_group
.select(".sub_chart_group")
.selectAll('.sub_chart_elements_group')
.data(d => [d.values]); // data is wrapped in an array because this is a line/area chart
//exit and remove
sub_group.exit().remove();
//enter new groups
var sub_enter = sub_group
.enter()
.append("g")
.attr("class", "sub_chart_elements_group");
//append elements to new group
sub_enter.append("path").attr("class", "chart_line");
//merge
sub_group = sub_group.merge(sub_enter);
sub_group
.select(".chart_line")
.attr("d", function(d) {
return localLine.get(this)(d)
})
.attr("fill", "none")
.attr("stroke", "black")
.attr("stroke-width", 1)
.attr("transform", "translate(" + start_x + "," + start_y + ")");
function position_group_elements(my_group) {
//position rectangle
my_group
.select(".group_rect")
.attr("x", function(d, i) {
//two groups per row so
var position = i % panels_per_row;
d.x_pos = position * (panel_width + margin) + margin;
d.y_pos =
parseInt(i / panels_per_row) * (panel_width + margin) + margin;
return d.x_pos;
})
.attr("y", d => d.y_pos)
.attr("fill", "#eee")
.attr("stroke", "#aaa")
.attr("stroke-width", 1)
.attr("width", panel_width)
.attr("height", panel_width);
//then position sub groups
my_group
.select(".sub_chart_group")
.attr("id", d => d.key)
.attr("transform", d => "translate(" + d.x_pos + "," + d.y_pos + ")");
}
return svg.node();
}

d3 path.line stroke-width with IF statement / ternary operator

Trying to change line stroke-width with an IF statement / ternary operator e.g. if d.country === "China" stroke-width: 2. This has to be a path.line attribute so this is what I'm attaching it to after line is called.
I've added countryName to the emissions object, I have also noticed that condition is always FALSE so the stroke-width is 0.5. Why its not TRUE?
Codepen
//Define line chart with and height
const width = fullWidth - margin.left - margin.right;
const height = fullHeight - margin.top - margin.bottom;
//Define x and y scale range
let xScale = d3.scaleLinear()
.range([0, width])
let yScale = d3.scaleLinear()
.range([0, height])
//Define x and y axis
let xAxis = d3.axisBottom(xScale)
.ticks(15)
let yAxis = d3.axisLeft(yScale)
.ticks(10)
//Draw svg
let svg = d3.select("body")
.append("svg")
.attr("width", fullWidth)
.attr("height", fullHeight)
.append("g")
.attr("transform", "translate(" + 53 + "," + 0 +")");
d3.json("https://api.myjson.com/bins/izmg6").then(data => {
console.log(data);
//Structure data so should be an array of arrays etc [[x,y], [x,y], [x,y]]
let years = d3.keys(data[0]).slice(0, 50);
console.log(years);
let dataset = [];
data.forEach((d, i) => {
let myEmissions = [];
years.forEach(y => {
if (d[y]) {
myEmissions.push({
country: d.countryName,
year: y,
amount: d[y]
})
}
})
dataset.push({
country: d.countryName,
emissions: myEmissions
});
})
console.log(dataset);
//Define x and y domain
xScale
.domain(d3.extent(years, d =>d))
yScale
.domain([d3.max(dataset, d =>
d3.max(d.emissions, d =>
+d.amount)), 0])
//Generate line
let line = d3.line()
.curve(d3.curveBasis)
.x(d =>
xScale(d.year))
.y(d =>
yScale(d.amount));
let groups = svg.selectAll("g")
.data(dataset)
.enter()
.append("g")
groups.append("title")
.text(d => d.country)
groups.selectAll("path")
.data(d => [d.emissions])
.enter()
.append("path").classed("line", true)
.attr("d", line)
.style("stroke-width", d =>
d.country === "China" ? 10 : 0.5
)
}).catch(error => console.log(error))
What rioV8 meant is that you already have your group selection, so you just need to use groups to append new elements.
groups is a selection of all your g, it's where you want to append your paths. The same way you're not selecting again to add the titles.
groups
.append("path").classed("line", true)
.attr("d", d=> line(d.emissions))
.style("stroke-width", d =>
d.country === "China" ? 5 : 0.5
)

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