Telegram Analytics Bot

#python #django #telegrambot #aiogram #analytics #botdevelopment #postgresql

Situation
The client needed a tool to collect and analyze channel statistics: reactions, poll results, user activity and event-based tracking. Secure admin access was required.

What was done

Reactions collection and storage

Poll results analytics

User activity tracking

Event-based monitoring (views, interactions, participation)

Admin access with role-based permissions

Statistics panel with filters

Daily / weekly / monthly analytics

Result

A full analytics tool for Telegram channel activity

Reactions and poll data processed automatically

No manual tracking needed

All metrics available in a secure admin interface

Technologies
Python, aiogram 3, Django, PostgreSQL, Pandas