md`# All Transitions`
allTransitions(ipfsData, 'IPFS All Transitions')
allTransitions(filecoinData, 'Filecoin all transitions')
allTransitions(ipfsData.slice(ipfsData.length / 1.5), 'IPFS Bounce Rate with less size')
allTransitions = (transitions, title) => {
const container = html`<canvas></canvas>`
const getColor = label => colorMap[label]
const labels = transitions.map(d => dateDiffToHuman(d.date));
const flows = [
'First Time',
'Low-Value', 'New Low-Value', 'Reactivated Low-Value', 'High to Low-Value',
'High-Value', 'New High-Value', 'Low to High-Value', 'Reactivated High-Value',
'Bounced', 'Lapsed Low-Value', 'Lapsed High-Value'
]
const data = {
labels,
datasets: flows.map((label, index) => {
const direction = label.match(/^(Bounced|Lapsed)/) ? -1 : 1
return {
label,
data: transitions.map(s => s.transitions[label] * direction),
fill: true,
borderColor: getColor(label),
backgroundColor: getColor(label)
}})
}
const options = {
legend: { align: 'start', position: transitions.length >= 12 ? 'right' : 'top', },
maintainAspectRatio: transitions.length >= 12,
title: { display: true, text: title },
scales: {
xAxes: [{stacked: true}],
yAxes: [{stacked: true}]
}
}
const type = 'bar'
const myChart = new Chart(container, {type, options, data})
return container;
}
color = ({
red: d3.schemeTableau10[2],
orange: d3.schemeTableau10[1],
green: d3.schemeTableau10[4],
teal: d3.schemeTableau10[3],
blue: d3.schemeTableau10[0],
grey: d3.schemeTableau10[9],
yellow: d3.schemeTableau10[5]
})
colorMap = ({
'First Time': color.blue,
'Bounced' : d3.color(color.red).darker().hex(),
'Lapsed Low-Value': color.red,
'Lapsed High-Value': d3.color(color.red).brighter().hex(),
'High to Low-Value': d3.color(color.yellow).brighter(0.5).hex(),
'Low-Value': d3.color(color.yellow).darker(0.25).hex(),
'New Low-Value': color.yellow,
'Reactivated Low-Value': d3.color(color.yellow).brighter(0.25).hex(),
'High-Value': d3.color(color.green).darker(0.25).hex(),
'Low to High-Value': d3.color(color.green).brighter(0.75).hex(),
'New High-Value': d3.color(color.green).brighter(0.12).hex(),
'Reactivated High-Value': d3.color(color.green).brighter(1.7).hex()
})
d3 = require("d3-color@2", "d3-scale-chromatic@2")
ipfsData = (await fetch(`${ipfsGetTransitionsUrl}?start_date=${startDate}`)).json()
filecoinData = (await fetch(`${filecoinGetTransitionsUrl}?start_date=${startDate}`)).json()
Chart = require('https://cdnjs.cloudflare.com/ajax/libs/Chart.js/2.9.3/Chart.bundle.min.js')
import { dateDiffToHuman } from '@protocol/utils'
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.
