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Discord Insight Engine
Discord Community Data Visualization: A RealWorld Case Study
I built a Discord Community Insights Dashboard from scratch to transform raw server data into actionable insights. The best part? It updates automatically with minimal effort.
What I Did:
Developed a customer Discord Bot using Python to extract member data.
Stored all data securely in PostgreSQL database.
Built interactive Power BI Dashboards to visualize trends and engagement.
Automated the entire process for seamless, one-click updates.
Skills & Tools:
Python: Data Scrapping, Processing, Automation.
SQL/PostgreSQL: Database Design, ETL, Data Management.
Power BI: Data Visualization, Power Query, DAX
API Integration & Management
What I Learned:
This project was a deep dive into both technical and analytical growth. I strengthened my Python skills by building a robust Discord bot, learned to design and optimize relational databases, and became much more proficient with Power BI dashboards. I also gained hands-on experience with API integration, automation, and error handling—skills essential for building scalable, production-ready data solutions.
Beyond the technical side, I learned the importance of planning data collection with the end analysis in mind, documenting each step for clarity, and communicating results to both technical and non-technical audiences. Managing the full project lifecycle—from identifying real-world problems to designing solutions and sharing results—was a rewarding experience.
Most importantly, I learned how to turn raw data into actionable insights that truly make a difference for a community—something I’m always passionate about.
Want to know more? Check out the project:
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