Datasets:
Size Categories:
10K<n<100K
License:
| 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!'); | |
| }); | |