Social Bot Detector In JavaScript
Social media bots are automated social media accounts.
Social media bots operate semi-autonomously to mimic human users. Social media bots can boost the popularity of accounts, discussions or the inverse where they spread spam and overwhelm social media feeds.
Simple patterns can be used to detect social media bots.
What Is Social Media
Glossary:
Social Media
Digitally allows users to generate and share information with the public.
Online Network
Communities for communication and interaction
Ways To Detect Social Media Bot
| Name | Description | Example |
|---|---|---|
| Username | Jumbled combinations of letters and word | xyz33434434 |
| Behavior | Lack of engagement with other users | No likes, following, or followers |
| Metadata | Number of followers and following are high without corresponding engagement | Very high views, but no comments or answers |
| Name | Description | Example |
JavaScript Social Media Bot Detection Snippet
// OjamboShop.com Learning JavaScript Social Media Bot Detector Tutorial
let accounts = {
111: {"username":"xyz33434434", "joined":"2024-11-15", "messages":0, "likes":0, "following":0, "followers":100000},
11: {"username":"johnd", "joined":"2024-11-10", "messages":2, "likes":1, "following":10, "followers":0},
1: {"username":"janeb", "joined":"2023-10-10", "messages":200, "likes":10, "following":20, "followers":10}
};
// Social Media Bot Detector
for (let key in accounts) {
// Check Username
let username = false;
let usernamed = accounts[key].username.match(/-?\d+\.?\d*/);
if (usernamed !== null) {
if (usernamed[0].length > 4) {
username = true; // Likely Bot
}
}
// Check Behavior
let behavior = false;
if ( (accounts[key].messages == 0) && (accounts[key].likes > 0 || accounts[key].following > 0 || accounts[key].followers > 0) ) {
behavior = true; // Likely Bot
}
// Check Metadata
let metadata = false;
if ( accounts[key].likes > accounts[key].messages || accounts[key].following > accounts[key].messages || accounts[key].followers > accounts[key].messages ) {
metadata = true; // Likely Bot
}
if (username || behavior || metadata) {
console.log(accounts[key].username + " is a likely bot");
} else {
console.log(accounts[key].username + " is unlikely to be bot");
}
}
Usage
You can use any IDE or text editor and the web browser to compile and execute JavaScript code. For this tutorial, the OjamboShop.com Learning JavaScript Course Web IDE was used to input and compile JavaScript code for the social media bot detector.
Open Source
JavaScript follows the ECMAScript standard and is licensed under the W3C Software License by web browser vendors and runtime environment vendors. This allows commercial use, modification, distribution, and allows making derivatives proprietary.
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Conclusion:
JavaScript makes it easy to generate social media bot detectors. Use a loop to iterate over social media objects to detect social media bots.
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