🎬 TMDB Movie Analysis — What Makes a Blockbuster?

Overview

A data-exploration project using the The Movie Database (TMDB) dataset to uncover what defines a blockbuster movie. The analysis examines how budget, revenue, popularity, and critical-acclaim interact to determine success.

Contents

• TMDB_movies.ipynb — Jupyter Notebook containing:
  • Data cleaning and preparation
  • Exploratory data analysis and visualizations
  • Correlation analysis between financial and popularity metrics
  • Insights into what separates blockbusters from under-performers

Project Focus

“To uncover what truly defines a blockbuster movie — exploring the relationship between budget, revenue, popularity, and critical acclaim.”

Tools & Libraries

• Python, Pandas, NumPy
• Matplotlib, Seaborn
• Jupyter Notebook

Highlights

• Conducted a full EDA workflow using Python.
• Used visual analytics to reveal key drivers of movie success.
• Combined data storytelling with quantitative insight.