Intro Cover
Application Summary
Shooting Statistics
Performance trends over time and rebound V/S win percentage
Top performing game leaderboard
Team with best net rating

🏀 NBA Team Performance Analytics

Inspiration

The NBA is full of data — from shooting accuracy to team efficiency — but making sense of it can be complex.
I wanted to build an interactive, AI-assisted dashboard that turns raw game stats into clear visual insights.

What it does

NBA Team Performance Analytics visualizes team stats like shooting efficiency, points scored, and win/loss patterns across multiple seasons.
Users can filter by season or team and explore insights such as:

Team Shooting Efficiency Comparison
Points scored vs shooting accuracy
Team performance trends over time
Rebounds vs Win Percentage
Top Performing Games Leaderboard
Teams with best overall net rating per season (Offensive Rating − Defensive Rating)
Complete NBA Game Statistics

How we built it

Built using Plotly Studio, this app leverages AI-assisted chart generation.
I uploaded the NBA dataset (under 75MB), defined analysis goals, and let Plotly Studio generate charts and dashboards, which I refined with filters and dropdowns for season/team selection.

Challenges we ran into

Managing a large dataset while keeping visualizations clear and fast
Selecting meaningful metrics for performance comparison
Staying within Plotly Studio’s AI token limits while iterating

Accomplishments that we're proud of

Created an interactive, no-code analytics dashboard
Showcased clear insights from raw NBA data
Learned how powerful Plotly Studio is for quick, professional-grade visualizations