Netflix EDA

Exploratory Data Analysis of Netflix Titles

Python 3.7+ Pandas & NumPy Matplotlib & Seaborn Data-Driven Insights
5000+
Titles Analyzed
30+
Years of Data
2
Content Types
100%
Open Source

Analysis Highlights

Comprehensive Analysis

Deep dive into Netflix's content library with statistical analysis of movies, TV shows, genres, and more.

High-Quality Visualizations

Professional-grade charts with Netflix branding showing trends, distributions, and patterns in content.

Data-Driven Insights

Discover which countries produce the most content, top genres, rating distributions, and growth trends.

Reproducible Research

Well-documented Python code for easy reproduction, modification, and extension of the analysis.

Content Distribution

Movies vs TV Shows

Movies vs TV Shows Distribution

This visualization shows the balance between movies and TV shows in Netflix's catalog. Compare the volume of each content type and understand Netflix's content strategy.

Release Year Trends

Movie Release Years Distribution

Explore how the release years of content on Netflix are distributed. This reveals Netflix's focus on recent vs. classic content and provides insights into their acquisition strategy.

Genre & Country Analysis

Top 12 Genres

Top Genres Distribution

The most popular content genres on Netflix. Understand which types of shows and movies dominate the platform and attract the largest audience.

Top 12 Countries

Top Countries Distribution

Which countries produce the most content for Netflix? This analysis reveals the geographical distribution of content creation and Netflix's global partnerships.

Content Details

Content Ratings

Content Ratings Distribution

Distribution of content ratings (G, PG, PG-13, R, etc.) on Netflix. See how Netflix balances content for different age groups and audiences.

Duration Analysis

Content Duration Distribution

Compare the duration patterns between movies (in minutes) and TV shows (in seasons). Understand Netflix's typical content length strategy.

Growth Timeline

Content Added Over Time

Content Added Timeline

Track Netflix's content growth over the years. This timeline shows how Netflix has expanded its library and reveals periods of aggressive content acquisition.