Interactive Movie Analytics & AI Forecasting Dashboard

This project combines data analysis, visualization, and machine learning to explore what makes movies successful and profitable. Instead of just building a dashboard, I created a complete interactive experience that helps analyze box office performance and even predict future revenue. 📊 **What the project includes:** * Top-performing movies leaderboard * Profit and ROI analysis * Genre profitability insights * Budget vs ROI efficiency trends * Interactive 3D market analysis 🤖 **AI Forecasting Feature:** I built a machine learning model that predicts a movie’s expected revenue based on: * Budget * Genre * Popularity (hype) * Rating This allows users to simulate scenarios and estimate potential profit before production. 💡 **Key Insights:** * Mid-range budgets often achieve better ROI than very high budgets * Some genres consistently outperform others in profitability * High revenue doesn’t always mean high efficiency 🛠 **Tools & Technologies:** * Python (Pandas, Scikit-learn) * Streamlit * Plotly * Machine Learning (Gradient Boosting) 🎯 **Why this matters:** This kind of system can help businesses make smarter investment decisions by combining data analysis with predictive modeling. 📩 I can build similar interactive dashboards and forecasting tools tailored to your business data.