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Anime Recommendation Engine Source Data
Product Reviews & Feedback
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
Detailed information regarding Animes is captured within this file, encompassing rankings, ratings, and content descriptors designed to facilitate analysis within the arts and entertainment sector. The content includes essential metadata such as titles, broadcast types, and user-generated scores, alongside textual descriptions and classification tags. This resource is specifically structured to support the development of recommendation systems and search engines, offering a structured view of anime metrics derived from platform data.
Columns
- Name: The official title of the Anime.
- Type: The specific classification of the anime release, such as TV series (e.g., 12 eps, 13 eps) or other formats.
- Rating: The aggregate score assigned to the anime, often displayed as a value out of 5 based on user votes.
- Rank: The numerical standing of the anime on Animeplanet.
- Description: A textual synopsis providing a summary of the plot (Note: some entries may state "No synopsis yet").
- Tags: A collection of keywords or genres associated with the anime (e.g., Vocaloid).
- NTags: Negative Tags or Content Warnings indicating specific themes such as violence (Note: significant portion is null).
Distribution
- Format: .csv (Comma Separated Values)
- Size: 1.68 MB
- Structure: The file contains 2,851 valid records across 7 columns.
- Update Frequency: Annually
Usage
- Recommendation Engines: Training algorithms to suggest anime based on tags, ratings, and viewing types.
- Search Engines: Building indexed databases for querying anime titles and metadata.
- Content Analysis: analysing the distribution of genres, content warnings (NTags), and rating trends across different anime types.
- Text Analysis: Processing synopsis descriptions for keyword extraction or sentiment analysis.
Coverage
- Scope: Covers a wide range of anime titles found on Animeplanet.
- Data Completeness:
- Descriptions: Approximately 14% of records lack a synopsis.
- NTags: Approximately 74% of records have no negative tags or content warnings listed.
- General: There are no mismatched or missing values in the Name, Type, Rating, Rank, or Tags columns.
License
CC BY-NC-SA 4.0
Who Can Use It
- Data Scientists: For building and testing recommender system algorithms.
- Software Developers: For creating anime discovery applications or search tools.
- Anime Enthusiasts: For performing personal analysis on rankings and trends within the medium.
- Researchers: For analysing trends in entertainment metadata and content classification.
Dataset Name Suggestions
- Anime Metrics and Metadata Compendium
- Animeplanet Rankings and Descriptions
- Anime Recommendation Engine Source Data
- Global Anime Ratings and Tags Collection
Attributes
Original Data Source: Anime Recommendation Engine Source Data
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