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Amazon Bestselling Books & Customer Reviews
Reviews & Ratings
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
This dataset provides an in-depth look into Amazon's top 100 bestselling books along with their customer reviews, ratings, and pricing information. It offers a window into the world of popular reading and customer sentiment. The dataset was collected in November 2023, making it suitable for analysing recent literary trends and consumer behaviour.
Columns
The dataset includes the following fields:
- Book Rank: The ranking of the book among the top 100 bestselling books on Amazon.
- Book Title: The title of the book. Examples include "The Ballad of Songbirds and Snakes" and "Iron Flame".
- Price: The price of the book in USD.
- Rating: The overall rating of the book, on a scale of 1 to 5.
- Author: The author of the book. Notable authors include Sarah J. Maas and Adam Wallace.
- Year of Publication: The year in which the book was published.
- Genre: The category to which the book belongs. Popular genres include Nonfiction and Childrens, literature.
- URL: The direct URL link to the book on Amazon's platform.
- Review Title: The title of the customer review.
- Reviewer: The name of the person who wrote the review.
- Reviewer Rating: The rating given by the reviewer for the book, on a scale of 1 to 5.
- Review Description: The textual content of the review.
- Is_verified: Indicates whether the review is a verified customer purchase.
- Date: The date when the review was posted.
- Timestamp: The timestamp indicating when the review was posted.
- ASIN: Amazon Standard Identification Number assigned to products on Amazon.
Distribution
The dataset focuses on the top 100 bestselling books.
- Price: Book prices range from 1.00 USD to 100.00 USD. There are approximately 10 books within each 9.90 USD price band across this range.
- Rating: Overall book ratings are generally high, ranging from 4.10 to 5.00. A notable number of books have ratings between 4.73 and 4.82.
- Year of Publication: Books in the dataset were published between 1947 and 2024. A significant portion, 64 books, were published between 2016 and 2024, indicating a strong presence of recent titles.
- Genre: While diverse, Nonfiction and Childrens, literature are among the more prominent genres.
- Authors/Titles: "The Ballad of Songbirds and Snakes" and "Iron Flame" are among the top-ranked titles. Sarah J. Maas and Adam Wallace are featured authors. The dataset covers review data for each of the top 100 books, though the exact number of reviews per book is not specified.
Usage
This dataset is ideal for:
- Market analysis: Identifying bestselling trends, pricing strategies, and popular authors.
- Sentiment analysis: Analysing customer reviews to understand public perception and extract insights.
- Recommender systems: Building or improving book recommendation engines.
- Natural Language Processing (NLP): Training models for text classification, entity recognition, or summarisation based on review content.
- Data visualisation: Creating visualisations of literary trends, rating distributions, or reviewer behaviour.
Coverage
- Geographic Scope: The data pertains to the global Amazon marketplace.
- Time Range: Book publication years span from 1947 to 2024. Review data was collected up to November 2023.
License
CC-BY
Who Can Use It
- Data scientists and analysts: For machine learning projects, statistical analysis, and predictive modelling.
- Book enthusiasts and literary researchers: To explore popular reading habits and genre trends.
- Publishers and authors: To gain insights into market demand and reader feedback.
- Students and educators: For academic projects related to data science, literature, or consumer studies.
Dataset Name Suggestions
- Amazon Bestselling Books & Customer Reviews
- Top 100 Amazon Books Data 2023
- Amazon Literary Trends Dataset
- Bestselling Book Reviews on Amazon
Attributes
Original Data Source: Top 100 Bestselling Book Reviews on Amazon
QUALITY