Datasets:
const fs = require('fs'); | |
const corpus = require('@stdlib/datasets-spam-assassin'); | |
const data = corpus(); | |
let csvData = "text,is_spam\n"; | |
function cleanText(str) { | |
if (str.startsWith('""') && str.endsWith('""')) str = str.substring(2, str.length - 2) | |
else if (str.startsWith('"') && str.endsWith('"')) str = str.substring(1, str.length - 1) | |
str = str.replace(/["]/g, '""') | |
if (str.includes('\n') || str.includes(',') || str.includes(`""`)) str = '"' + str + '"' | |
return str | |
} | |
for (let i = 0; i < data.length; i++) { | |
const text = data[i].text; | |
const group = data[i].group; | |
let isSpam = 0; | |
if (group.includes('spam')) { | |
isSpam = 1; | |
} | |
csvData += cleanText(text) + ',' + isSpam + '\n'; | |
} | |
fs.writeFile('spam_data.csv', csvData, (err) => { | |
if (err) throw err; | |
console.log('CSV file saved!'); | |
}); | |