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const WIDTH = 800;
const HEIGHT = 600;
const parseTime = d3.timeParse("%B %e, %Y");
let instances;
let xScale, yScale;
let highlighted = []
let courses = []
let metros = []
let yAxis = 'outcomes'
let bottomAxis;
let leftAxis;
const randomColor = ()=>{
const red = Math.floor(Math.random()*128) + 64;
const green = Math.floor(Math.random()*128) + 64;
const blue = Math.floor(Math.random()*128) + 64;
return `rgb(${red}, ${green}, ${blue})`
}
const renderTable = () => {
let trs = d3.select('tbody')
.selectAll('tr')
.data(highlighted, d => d.instance_id)
trs.exit().remove()
trs = trs
.enter()
.append('tr')
.style('background-color', datum => datum.color)
trs.selectAll('td')
.data(d => [
d.instance_id,
d.course,
d.graduation_date,
d.total_students,
`${d.dropped} (${Math.floor(d.dropped/d.total_students*100)}%)`,
d.graduates,
`${d.ninety_day_outcomes} (${Math.floor(d.ninety_day_outcomes/d.graduates*100)}%)`
], d => d.instance_id)
.enter()
.append('td')
.text(value => value)
trs.append('td')
.append('button')
.text('Deselect')
.on('click', (event, datum) =>{
event.preventDefault();
delete datum.color
highlighted = highlighted.filter(i => i.instance_id != datum.instance_id)
renderPoints()
renderTable()
})
}
const renderPoints = () => {
d3.select('#points')
.selectAll('circle')
.data(instances, d => d.id)
.enter()
.append('circle');
d3.selectAll('circle')
.attr('cy', (datum, index) => {
if(yAxis === 'outcomes'){
return yScale(datum.ninety_day_outcomes/datum.graduates*100)
} else {
return yScale(datum.dropped/datum.total_students*100)
}
})
.attr('cx', (datum, index) => xScale(parseTime(datum.graduation_date)) )
.attr('fill', datum => datum.color? datum.color : 'black')
.attr('r', datum => datum.color? 10 : 5)
.style('display', (datum)=>{
const instanceMetro = datum.course.split('-')[0]
const instanceCourse = datum.course.split('-')[1]
const metro = metros.find(m => m.metro === instanceMetro)
const course = courses.find(c => c.course === instanceCourse)
if(metro.checked && course.checked){
return 'block'
} else {
return 'none'
}
})
.on('click', (event, datum) => {
const found = highlighted.find(i => i.instance_id === datum.instance_id)
if(found === undefined){
datum.color = randomColor()
highlighted.push(datum)
} else {
delete datum.color
highlighted = highlighted.filter(i => i.instance_id != datum.instance_id)
}
renderPoints()
renderTable()
});
}
const setupGraph = ()=>{
d3.select('svg');
d3.select('svg')
.style('width', WIDTH)
.style('height', HEIGHT);
xScale = d3.scaleTime();
xScale.range([0,WIDTH]);
const xDomain = d3.extent(instances, (datum, index) => {
return parseTime(datum.graduation_date);
});
xScale.domain(xDomain);
yScale = d3.scaleLinear();
yScale.range([HEIGHT, 0]);
const yDomain = d3.extent(instances, (datum, index) => {
if(yAxis === 'outcomes'){
return datum.ninety_day_outcomes/datum.graduates*100;
} else {
return datum.dropped/datum.total_students*100;
}
})
yScale.domain(yDomain);
}
const createAxes = () => {
bottomAxis = d3.axisBottom(xScale);
d3.select('#container')
.append('g')
.attr('id', 'x-axis')
.call(bottomAxis)
.attr('transform', 'translate(0,'+HEIGHT+')');
leftAxis = d3.axisLeft(yScale);
d3.select('#container')
.append('g')
.attr('id', 'y-axis')
.call(leftAxis);
}
const createFormSubmissionHandler = () => {
d3.select('form').on('submit', (event)=>{
event.preventDefault();
const instanceID = parseInt(d3.select('input[type="text"]').property('value'))
const found = instances.find(i => i.instance_id === instanceID)
if(found !== undefined && highlighted.find(instance => instance.instance_id === instanceID) === undefined){
found.color = randomColor()
highlighted.push(found);
}
renderTable();
renderPoints();
});
}
const populateMetrosCoursesCheckboxes = ()=>{
d3.select('#courses ul')
.selectAll('li')
.data(courses)
.enter()
.append('li')
.text(d => d.course)
.append('input')
d3.selectAll('#courses ul li input')
.attr('type', 'checkbox')
.property('checked', d => d.checked)
.on('click', (event, datum)=>{
datum.checked = !datum.checked
renderPoints()
})
d3.select('#metros ul')
.selectAll('li')
.data(metros)
.enter()
.append('li')
.text(d => d.metro)
.append('input')
d3.selectAll('#metros ul li input')
.attr('type', 'checkbox')
.property('checked', d => d.checked)
.on('click', (event, datum)=>{
datum.checked = !datum.checked
renderPoints()
})
d3.select('#courses button:nth-child(2)')
.on('click', ()=>{
for(course of courses){
course.checked = true
}
renderPoints()
populateMetrosCoursesCheckboxes()
})
d3.select('#courses button:nth-child(3)')
.on('click', ()=>{
for(course of courses){
course.checked = false
}
renderPoints()
populateMetrosCoursesCheckboxes()
})
d3.select('#metros button:nth-child(2)')
.on('click', ()=>{
for(metro of metros){
metro.checked = true
}
renderPoints()
populateMetrosCoursesCheckboxes()
})
d3.select('#metros button:nth-child(3)')
.on('click', ()=>{
for(metro of metros){
metro.checked = false
}
renderPoints()
populateMetrosCoursesCheckboxes()
})
}
const createRadioButtonHanlders = ()=>{
d3.selectAll('input[type="radio"]')
.on('click', (event)=>{
yAxis = event.target.value
d3.select('#y-axis').remove()
d3.select('#x-axis').remove()
d3.selectAll('#points circle').remove();
setupGraph()
createAxes()
renderPoints()
})
}
window.onload = async ()=>{
instances = await d3.json('/instances');
for(let instance of instances){
const segments = instance.course.split('-')
if(metros.find(m => m.metro === segments[0]) === undefined){
metros.push({ checked:true, metro: segments[0] })
}
if(courses.find(c => c.course === segments[1]) === undefined){
courses.push({ checked:true, course: segments[1] })
}
}
populateMetrosCoursesCheckboxes()
setupGraph();
createAxes();
renderPoints();
createFormSubmissionHandler();
createRadioButtonHanlders();
const zoomCallback = (event) => {
d3.select('#points').attr("transform", event.transform);
d3.select('#x-axis')
.call(bottomAxis.scale(event.transform.rescaleX(xScale)));
d3.select('#y-axis')
.call(leftAxis.scale(event.transform.rescaleY(yScale)));
}
const zoom = d3.zoom()
.on('zoom', zoomCallback);
d3.select('#container').call(zoom);
}