#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
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