📊 Netflix Data Visualization Project 🎬
Welcome to the Netflix Data Visualization project! This project analyzes and visualizes patterns in the Netflix catalog using Python and Matplotlib.
📁 Dataset
We use the netflix_titles.csv dataset which contains information about all the movies and TV shows available on Netflix.
🛠️ Tools & Libraries Used
🐍 Python
📊 Matplotlib
🐼 Pandas
📌 Visualizations Included
- 🎞️ Movies vs TV Shows Count
Bar chart showing the number of Movies and TV Shows available on Netflix.
📁 movie_vs_tv_shows.png
- 🔢 Content Ratings Distribution
Pie chart showing the percentage of each rating (like PG, TV-MA, etc.) across all Netflix titles.
📁 content_rating.png
- ⏱️ Movie Duration Distribution
Histogram visualizing the distribution of movie durations in minutes.
📁 movie_duration_distribution.png
- 📅 Release Year vs Number of Shows
Scatter plot of the number of titles released each year.
📁 release_year_scatter.png
- 🌍 Top 10 Countries by Show Count
Horizontal bar chart of the top 10 countries with the most Netflix content.
📁 top10_countries.png
- 📈 Movies vs TV Shows Over Time
Line charts showing the number of movies and TV shows released per year.
📁 movies_tv_shows_comparison.png
🚀 How to Run
Clone this repo 📥
git clone https://github.com/yourusername/netflix-data-visualization.git cd netflix-data-visualization
Install dependencies 🔧
pip install pandas matplotlib
Run the Python script 🐍
python netflix_viz.py
📌 Output
All generated plots are saved as .png files in the project directory and also displayed using plt.show().
📸 Sample Output
Movies vs TV Shows
Rating Pie Chart
Release year scatter
Movie Duration
