Python App #22

Reddit Bot Detector

Analyzes 8 behavioral signals: posting regularity, karma velocity, subreddit diversity, content repetition, 24h activity, sleep gaps, post-to-comment ratio, username patterns. Color-coded verdict.

bot detectionbehavioral analysisreddit OSINTautomation

Last updated:

Features

  • Posting interval regularity
  • Karma velocity calculation
  • Subreddit diversity scoring
  • Content repetition detection
  • 24h activity heatmap
  • Sleep gap detection
  • Post-to-comment ratio
  • Username pattern matching
  • 0-100 bot probability
  • Color-coded verdict
  • HTML report export

Quick Start

# 1. Extract the zip and enter the folder
cd 22-Reddit-Bot-Detector

# 2. Install dependencies
python install_requirements.py

# 3. Launch the tool
python reddit_bot_detector.py

Download

Tool: Reddit Bot Detector
File: 22-Reddit-Bot-Detector.zip
Python: 3.8+
OS: Windows, macOS, Linux
Dependencies: customtkinter, requests

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How Bot Detection Works

Bots exhibit distinctive behavioral patterns. 8 signals from public data estimate automation probability.

Behavioral Signal Analysis

Posting interval variation is strongest. Karma velocity and content repetition identify farming.

24-Hour Activity

Every human has a sleep gap. Bots posting 24/7 are suspicious. Maps UTC hours and quiet windows.

🤖 Reddit Bot Detector — Frequently Asked Questions

What signals indicate a bot?

Regular posting intervals, no sleep gap, high karma velocity, repetitive content, low diversity.

Require Reddit API key?

No. Uses public .json endpoints.

Detect sophisticated bots?

Catches most; sophisticated bots may evade but signals are flagged.