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Outstanding Movies Dataset
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About
This dataset features an engaging collection of movies from IMDb, offering a detailed look into various aspects of cinematic productions. It serves as a valuable resource for anyone interested in exploring movie characteristics, performance, and audience reception. The dataset provides essential information such as titles, certifications, runtimes, genres, IMDb ratings, plot overviews, directors, stars, viewer votes, and gross earnings, making it ideal for deep dives into film data.
Columns
- Poster Link: A web address for the movie's poster image used by IMDb.
- Title: The official name of the movie.
- Certificate: The age or content rating awarded to the movie.
- Runtime: The total duration of the movie, typically in minutes.
- Genre: The category or style of the movie (e.g., Comedy, Drama, Romance).
- IMDB Rating: The average rating of the movie on the IMDb website, ranging from 1.5 to 9.3, with a mean of 6.69.
- Overview: A concise summary or mini-story of the movie's plot.
- Director: The name(s) of the movie's director(s).
- Stars: The names of the principal actors or leading cast members.
- Votes: The total count of user votes the movie has received on IMDb, ranging from 18.5k to 2.63m, with a mean of 138k.
- Gross Earning: The total monetary earnings generated by the movie.
Distribution
The dataset is provided in a CSV file format, named
movies.csv, with a file size of 1.89 MB. It contains 11 distinct columns. Based on the data validation, many columns have 5000 valid entries, suggesting approximately 5000 records or rows. Some columns, such as 'genre', 'overview', and 'gross_earn', contain a small percentage of missing values.Usage
This dataset is perfectly suited for a variety of analytical and developmental purposes. It can be used for building movie recommendation systems, conducting market research on film trends, analysing director or actor performance, exploring cinematic genres, and performing statistical analysis on movie ratings and earnings. Film enthusiasts can also utilise it for personal research and discovery of outstanding movies.
Coverage
The dataset primarily focuses on movie characteristics as catalogued by IMDb, which typically covers a global range of films. Specific geographic or time range details are not explicitly provided within the source material. Data availability varies slightly for certain attributes; for example, 1% of genre data is missing, 0% of overview data is missing, and 8% of gross earning data is missing.
License
CC0: Public Domain
Who Can Use It
- Data Analysts: For exploring movie trends, identifying top-performing films, and understanding audience engagement.
- Researchers: To conduct studies on cinematic history, genre evolution, or the impact of ratings and earnings.
- Developers: To create applications such as movie recommendation engines or film database tools.
- Film Enthusiasts: For discovering new movies, learning about specific directors or actors, and analysing their favourite films.
Dataset Name Suggestions
- IMDb Film Data
- Outstanding Movies Dataset
- Cinematic Insights Data
- Movie Performance Compendium
- Film Metrics Collection
Attributes
Original Data Source: Outstanding Movies Dataset
QUALITY