telegram-group-analytics-bot

Monitor Telegram group activity and generate statistics, reports, and heatmaps.

5|1|Updated May 16, 2026

Search Tags:#automated reports #Telegram #engagement metrics #group analytics #member growth

Ready to run

npx skills add https://github.com/Aradotso/data-skills --skill telegram-group-analytics-bot

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: telegram-group-analytics-bot
Source: https://github.com/Aradotso/data-skills/tree/main/skills/telegram-group-analytics-bot
Command: npx skills add https://github.com/Aradotso/data-skills --skill telegram-group-analytics-bot

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python-telegram-bot, pandas, matplotlib, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill addresses the challenge of manually tracking and analyzing Telegram group activity, offering a comprehensive solution to streamline the process and provide actionable insights.

Core Features & Use Cases

Automated Statistics: Tracks member growth, message counts, and engagement metrics.
Custom Reports: Generates automated daily and weekly reports.
Data Export: Allows export of analytics data in CSV, HTML, and PDF formats.
Heatmaps: Creates engagement heatmaps for visual analysis.
Monitoring: Sets up monitoring for group activity and user participation.
Use Case: Ideal for community managers or group administrators looking to gain insights into their group's performance and user engagement.

Quick Start

Initialize the bot in your Telegram group with the command /start, then configure the bot token and group settings.

Frequently Asked Questions about telegram-group-analytics-bot

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I automate Telegram group analytics reports?▼

You can automate Telegram group analytics by initializing a bot with the /start command, configuring your bot token and group ID, and setting it to generate automated daily and weekly statistics reports.

What metrics are included in Telegram group activity monitoring?▼

Telegram group activity monitoring tracks member growth, message counts, and engagement metrics, which can be visualized using engagement heatmaps and exported as CSV, HTML, or PDF files.

Do I need Python libraries to set up a Telegram group analytics bot?▼

Yes, you need Python libraries to set up the analytics bot. The setup requires integrating python-telegram-bot for bot operations, along with pandas and matplotlib for data processing and heatmap generation.

Can I export Telegram group engagement metrics to CSV or PDF?▼

Yes, you can export Telegram group engagement metrics to CSV, HTML, and PDF formats, allowing you to download and analyze automated statistics and member growth data externally.

Are there limitations to monitoring Telegram group activity with a Python bot?▼

Monitoring Telegram group activity with a Python bot requires proper bot token and group ID configuration. You must initialize the bot within the target group first to successfully track user participation and generate heatmaps.