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Top 8000+ IMDB Movies Dataset
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About
Featuring over 8,000 of IMDB's top-rated films, this dataset is designed to enhance movie recommendation systems. It provides a rich collection of cinematic data, enabling the development of precise and exceptional movie suggestions for an unparalleled viewing experience. The data was gathered from The Movie Database (TMDB) API, processed, and cleaned to ensure consistency. It is ideal for building recommendation engines, performing exploratory data analysis (EDA), or creating mini-projects centred on film.
Columns
- id: A unique identifier for each movie.
- title: The name of each movie.
- overview: A brief summary of the movie's plot.
- popularity: A numerical scale representing the popularity of each movie.
- release_date: The date on which the movie was released.
- vote_average: The average user rating for the movie on a scale from 1 to 10.
- vote_count: The total number of votes each movie has received.
Distribution
The dataset is provided in a single CSV file named
Top_rated_movies1.csv with a size of 2.87 MB. It contains 8,831 records and 7 columns.Usage
This dataset is ideal for several applications, including:
- Building and training movie recommendation systems.
- Performing exploratory data analysis (EDA) to uncover trends in top-rated films.
- Powering mini-projects related to film analytics and clustering.
Coverage
The dataset covers a wide range of top-rated movies, with release dates spanning from 17 April 1902 to 23 November 2023. The geographic and demographic scope is tied to the international films listed on The Movie Database (TMDB).
License
CC0: Public Domain
Who Can Use It
- Data Scientists: Can use this data to build and test recommendation algorithms.
- Students and Researchers: Ideal for academic projects, data analysis practice, and studying film trends.
- Developers: Can integrate this data into applications that provide movie suggestions or information.
Dataset Name Suggestions
- IMDB Top-Rated Movies for Recommendation Systems
- Top 8000+ IMDB Movies Dataset
- Cinematic Gems: A Top-Rated Movie Dataset
- Movie Recommender's Top-Rated Film Collection
Attributes
Original Data Source:
QUALITY