2.3 million books are included in the original Goodreads dataset, from which this collection of English titles and descriptions is derived. The dataset was uploaded by 'booksouls' to Hugging Face and last updated on June 2, 2024. It is based on research cited from RecSys'18 and related work.
Use Cases
- Train book recommendation models based on textual descriptions.
- Fine-tune language models for generating or summarizing book blurbs.
- Conduct text analysis on literary themes and genres based on description content.
- Build search and retrieval systems for book discovery using title and description text.
Strengths
- Derived from a substantial source dataset containing 2.3 million books.
- Focuses on a specific, widely-used data type: English book titles and descriptions.
Limitations
- Description metadata is limited; actual data quality requires manual inspection after download.
- Column-level documentation is absent; field semantics must be inferred after download.
- The dataset may contain a small number of non-English books, as noted in the description.
Provenance
- Source
- Goodreads
- Collection Method
- Likely extracted from a larger Goodreads dataset used in academic research.
- Time Range
- null
- Freshness
- Last updated 2024-06-02 17:41:20; freshness should be verified.
- Geography
- null