Netflix Data Analysis - 1990s Movies

This project performs exploratory data analysis on Netflix movie data to answer specific questions about movies from the 1990s decade.

Project Objectives

1. Find the most frequent movie duration in the 1990s

   • Answer: 94 minutes
   • This duration appears 7 times in the dataset

2. Count short action movies in the 1990s

   • Definition: Movies less than 90 minutes duration
   • Answer: 7 short action movies
   • Titles include: EVANGELION: DEATH (TRUE)², Hero, Look Out Officer, Passenger 57, Rumble in the Bronx, The Bare-Footed Kid, and The End of Evangelion

Dataset Information

• Total movies in dataset: 4,677
• Movies from 1990s: 183
• Action movies from 1990s: 48
• Year range: 1990-1999 (inclusive)

Files

• main.py - Main analysis script
• netflix_data.csv - Netflix dataset
• README.md - This documentation

Requirements

pandas
matplotlib

Usage

1. Install dependencies:

   pip install pandas matplotlib

2. Run the analysis:

   python main.py

Results Summary

• Most frequent movie duration (1990s): 94 minutes
• Short action movie count (1990s): 7 movies

The analysis includes visualization of the duration distribution and detailed exploration of the dataset structure.