telegram-group-statistics-analytics-bot

Track Telegram group activity and generate statistical reports via the Telegram API.

5|1|Updated May 16, 2026

Search Tags:#Telegram #engagement metrics #group analytics #member growth #message statistics

Ready to run

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

💬 Prompt for ChatGPT / Claude Chat▼

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, telegram, sqlite3, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the tracking and analysis of Telegram group activity, providing insights into member growth, message statistics, engagement metrics, and generating reports.

Core Features & Use Cases

Track Member Growth: Monitor join/leave activity and net changes.
Message Statistics: Analyze message statistics per user.
Engagement Metrics: Monitor engagement metrics and set alerts.
Automated Reports: Generate daily/weekly reports in PDF/HTML format.
CSV Export: Export message statistics to CSV for further analysis.
Use Case: A group admin can use this Skill to gain insights into group activity and engagement, ensuring the group remains active and engaged.

Quick Start

Use the 'analyze' command to generate a report for your Telegram group.

Frequently Asked Questions about telegram-group-statistics-analytics-bot

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

FAQPage Schema

How do I automate Telegram group analytics and reporting?▼

You can automate Telegram group analytics by using this Skill to retrieve data via the Telegram API, store it in a local SQLite3 database, and automatically generate reports on member growth and engagement metrics.

What message statistics and engagement metrics can I track for a Telegram group?▼

You can track Telegram group engagement metrics including member join and leave activity, net member growth, and per-user message statistics to monitor overall group activity and ensure it remains engaged.

Do I need Python and Telegram API access to track group member growth?▼

Yes, you need Python and Telegram API access to utilize this Skill. It relies on Python scripts and the Telegram API to retrieve group data and store it locally in an SQLite3 database for analysis.

How do I export Telegram message statistics to CSV for further analysis?▼

You can export Telegram message statistics to CSV format using this Skill. It processes the group data stored in the local database and allows you to download the statistics for external analysis.

Can I generate daily or weekly Telegram group activity reports in PDF?▼

Yes, you can generate daily and weekly Telegram group activity reports in PDF or HTML format. The Skill automates report creation to provide insights into message statistics and engagement metrics.

What is the best way to monitor Telegram group join and leave activity automatically?▼

The best way to monitor Telegram group join and leave activity is by automating data retrieval with the Telegram API and storing it in SQLite3, which allows you to calculate net member growth changes over time.