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Global IMDb Movie Ratings and Popularity Archive
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About
Analysing the critical and public reception of cinematic works provides a fundamental understanding of global entertainment trends and audience preferences. This collection contains the ratings and voting data for over 64,000 movies that possess an original title. By aggregating weighted user averages alongside the total volume of votes, the data offers a clear metric for determining which films resonate most strongly with viewers. It serves as a foundational resource for evaluating movie performance and popularity, enabling researchers to distinguish between niche interest and mainstream success.
Columns
- Index: A unique numerical identifier for each row entry within the file.
- titleId: An alphanumeric unique identifier assigned to each specific film title.
- title: The original title of the movie as recorded in the database.
- averageRating: The weighted average of all individual user ratings, represented on a scale from 1 to 10.
- numVotes: The total number of votes that the specific title has received from users.
Distribution
The information is delivered in a single CSV file titled
IMDB-Ratings.csv, with a total size of approximately 2.93 MB. The file consists of 67,408 records structured across five distinct columns. Data integrity is exceptionally high, with a 100% validity rate across all fields, including identifiers, titles, and numerical ratings. This resource is intended for monthly updates to ensure the inclusion of recent cinematic releases and evolving audience scores.Usage
This resource is ideal for developing movie recommender systems based on user satisfaction and popularity metrics. It is well-suited for performing exploratory data analysis to identify the highest-rated films in specific eras or genres. Additionally, developers can use the unique title identifiers to link this information with other cinematic databases, while analysts can study the correlation between the number of votes and the average score to determine a film's cultural impact.
Coverage
The scope of the data encompasses more than 64,000 movie titles globally, specifically those that have an original title registered. Temporally, the collection provides a current view of ratings, with regular updates intended to capture the most recent voting activity. The demographic represented includes the global user base of the IMDb platform, reflecting a wide variety of perspectives from film enthusiasts around the world.
License
CC0: Public Domain
Who Can Use It
Data scientists can leverage these records to train machine learning models for ranking and recommendation tasks. Film historians and critics may utilise the voting volumes to track the longevity and popularity of classic cinema over time. Furthermore, software engineers can use the structured tabular format to populate movie databases for applications or to practice data cleaning and enrichment techniques.
Dataset Name Suggestions
- Global IMDb Movie Ratings and Popularity Archive
- Cinematic User Ratings: 64,000+ Film Metrics
- IMDb Weighted Averages and Vote Counts Dataset
- Universal Movie Popularity and Rating Registry
- IMDb Original Title Ratings and Engagement Log
Attributes
Original Data Source: Global IMDb Movie Ratings and Popularity Archive
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