This example summarizes a data table using Datalib. You can fork this Block and change the data to get a quick overview of the shape of your data.
This data is from Kobe Bryant Shot Selection. This is a kaggle playgroup event. The data contains the location and circumstances of every field goal attempted by Kobe Bryant took during his 20-year career. Your task is to predict whether the basket went in. For data visualization purpose, I remove this column for better use.
forked from curran's block: Data Table Summary
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<html>
<head>
<meta charset="utf-8">
<title>Data Summary</title>
<script src="https://d3js.org/d3.v4.min.js"></script>
<script src="https://unpkg.com/datalib@1.8.0/datalib.min.js"></script>
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0-beta/css/bootstrap.min.css" integrity="sha384-/Y6pD6FV/Vv2HJnA6t+vslU6fwYXjCFtcEpHbNJ0lyAFsXTsjBbfaDjzALeQsN6M" crossorigin="anonymous">
<style>
</style>
</head>
<body>
<script>
// Use these for other formats:
// d3.tsv('data.tsv', data => {
// d3.json('data.json', data => {
// Load and summarize the data.
d3.csv('kobe.csv', data => {
// Assemble a summary string.
const summary = [
'Data table summary: ',
data.length + ' rows',
data.columns.length + ' columns',
Math.round(d3.csvFormat(data).length / 1024) + ' kB',
'\nSummary of each column:',
dl.format.summary(data)
].join('\n');
// Show the summary string on the page.
d3.select('body')
.append('pre')
.text(summary);
// Log the summary to the console.
// console.log(summary);
});
</script>
</body>
</html>
https://d3js.org/d3.v4.min.js
https://unpkg.com/datalib@1.8.0/datalib.min.js