Exploratory Data Analysis and Data Visualization of Netflix Movie & TV Show Dataset
This project focuses on conducting Exploratory Data Analysis (EDA) and creating Data Visualizations using the Netflix Movie & TV Show dataset. The dataset contains information about the titles available on the popular streaming platform Netflix, including details like title, type (movie or TV show), director, cast, country, release year, rating, duration, and listed in.
Before we begin, make sure to install the required libraries:
- pandas
- matplotlib
- seaborn
- Load the dataset using Pandas.
- Check for missing values.
- Display summary statistics.
- Check data types of columns.
- Visualize the distribution of ratings using a histogram.
- Visualize the distribution of genres using a bar plot.
- Visualize the correlation matrix using a heatmap.
- Distribution of movies vs. TV shows.
- Most common countries for production.
- Trend analysis of content released over the years.
- Analysis of content ratings.
- Duration distribution of movies and TV shows.