I love to build dataviz for insight discovery. I also love to put technology to the service of humanity
treeData = table2Tree(data, attribs, v => d3.mean(v, d => +d.budget))
data
TreeValue(treeData, {
label: (d) => d.name,
value: (d) => +d.value,
width: width - 150,
height: 800
})
Inputs.table(data)
viewof data = dataInput({ initialValue })
initialValue = loadSocrata(url, { progressive: false })
table2Tree = function(data, attribs, value = undefined) {
const valueFn = v =>
value === undefined
? v.length // Default value count nodes
: value instanceof Function // If value is a function just pass it
? value(v)
: d3.sum(v, d => +d[value]); // If value is not a function assume it is an attribute and sum it
return rollupsToTree(
d3.rollups(...[data, valueFn].concat(...attribs.map(a => d => d[a])))
);
}
rollupsToTree = function(rollupsData) {
const makeTreeNode = d => {
let res = {
name: "" + d[0]
};
if (Array.isArray(d[1])) res.children = rollupsToTree(d[1]);
else res.value = d[1];
return res;
};
function rollupsToTree(groupedData) {
if (!groupedData) return;
return groupedData.map(makeTreeNode);
}
return {
name: "",
children: Array.isArray(rollupsData)
? rollupsToTree(rollupsData)
: [{ name: "", value: rollupsData }]
};
}
url = "https://data.sfgov.org/resource/xdgd-c79v.csv"
import { loadSocrata } from "@john-guerra/socrata-load-multiples-pages"
d3 = require("d3-array")
import { Tree } from "@d3/tidy-tree"
import {TreeValue} from "@john-guerra/tree-value"
import { multiAutoSelect } from "@john-guerra/multi-auto-select"
import { dataInput } from "@john-guerra/file-input-with-default-value"
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