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CSV to JSON
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name | group | year | amount1 | amount2 | |
---|---|---|---|---|---|
A | ABC | 1 | 168 | 10 | |
A | ABC | 2 | 169.68 | 10 | |
A | ABC | 3 | 176.4672 | 9 | |
A | ABC | 4 | 171.173184 | 9 | |
A | ABC | 5 | 184.86703872 | 8 | |
B | ABC | 1 | 137 | 17 | |
B | ABC | 2 | 132.89 | 18 | |
B | ABC | 3 | 126.2455 | 18 | |
B | ABC | 4 | 122.458135 | 18 | |
B | ABC | 5 | 127.3564604 | 18 | |
X | XYZ | 1 | 148 | 20 | |
X | XYZ | 2 | 158.36 | 20 | |
X | XYZ | 3 | 169.4452 | 19 | |
X | XYZ | 4 | 177.91746 | 17 | |
X | XYZ | 5 | 183.2549838 | 17 |
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<!DOCTYPE html> | |
<head> | |
<meta charset="utf-8"> | |
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js"></script> | |
<style> | |
body { margin:0;position:fixed;top:0;right:0;bottom:0;left:0; } | |
svg { width:100%; height: 100% } | |
text { fill: #000; } | |
</style> | |
</head> | |
<body> | |
<h3></h3> | |
<p id="csv"></p> | |
<h3></h3> | |
<p id="json"></p> | |
<script> | |
console.clear() | |
function csv2json(csv){ | |
var nested = d3.nest() | |
.key(function(d){ return d.name; }) | |
.entries(csv) | |
var json = nested.map(function(d){ | |
var namerecord = {}; | |
// this is the variable that we grouped by | |
namerecord.name = d.key; | |
// this is another variable that I happen to know is constant for all | |
// years within a given "name", so I'll just grab the first value | |
namerecord.group = d.values[0].group; | |
// these are the time-series variables | |
// use a "map" to grab the year and amount from each of the child "values" | |
namerecord.amount1 = d.values.map(function(c){ return [c.year, c.amount1]; }); | |
namerecord.amount2 = d.values.map(function(c){ return [c.year, c.amount2]; }); | |
return namerecord; | |
}); | |
return json; | |
} | |
d3.xhr("data.csv", function(csv){ | |
console.log(csv) | |
d3.select("p#csv").html(csv.responseText); | |
}) | |
d3.csv("data.csv", function(csv){ | |
csv.forEach(function(d){ | |
d.year = +d.year; | |
d.amount1 = +d.amount1; | |
d.amount2 = +d.amount2; | |
}); | |
console.table(csv); | |
var json = csv2json(csv); | |
console.log(json); | |
d3.select("p#json").html(JSON.stringify(json, null, 2)); | |
}) | |
</script> | |
</body> |
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