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Amazon Toy Market Analysis Dataset
E-commerce & Online Transactions
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Free
About
This dataset provides a snapshot of 10,000 toy products listed on Amazon.com. It is a pre-crawled subset of a much larger collection, extracted by PromptCloud's in-house web-crawling service. The dataset is ideal for understanding e-commerce dynamics within the toy market, offering insights into product details, customer interactions, and market trends.
Columns
- uniq_id: A unique identifier assigned to each product by the website.
- product_name: The name of the product.
- manufacturer: The manufacturer of the item, as reported on Amazon, noting that some known "manufacturers" may outsource production.
- price: The selling price of the product.
- number_available_in_stock: The quantity of the product currently available for purchase.
- number_of_reviews: The total count of customer reviews for the product.
- number_of_answered_questions: The count of questions asked about the product that have received an answer through Amazon's Q&A service.
- average_review_rating: The average rating given to the product by customers.
- amazon_category_and_sub_category: A detailed, tree-based categorisation of the item within Amazon, delimited by '>>'.
- customers_who_bought_this_item_also_bought: References to other products that customers with similar purchasing behaviour also acquired, highlighting a recommendation engine component.
- description: A general description of the product.
- product_information: Detailed technical or specific information about the product.
- product_description: An alternative field for the product's description.
- items_customers_buy_after_viewing_this_item: A record of items purchased by customers immediately after viewing the product in question.
- customer_questions_and_answers: A string entry containing all JSON pairs of questions and answers related to the product.
- customer_reviews: A string entry encompassing all JSON formatted customer reviews for the product.
- sellers: A string entry with all JSON information regarding the sellers of the product, acknowledging that many items on Amazon are sold by third parties.
Distribution
The dataset is provided in CSV format (
amazon_co-ecommerce_sample.csv) and has a file size of 35.28 MB. It comprises 10,000 individual toy product records across 17 distinct columns.Usage
This dataset can be used for a variety of analytical and machine learning applications, including:
- Determining the most popular types of toys on Amazon.
- Analysing the market dominance of specific brands within the Amazon toy sector.
- Conducting sentiment analysis and content breakdown of customer reviews.
- Developing and evaluating recommendation engine components.
- Researching e-commerce trends and consumer behaviour in the toy industry.
Coverage
The data focuses on toy products available on Amazon.com. While a specific time range for the crawl is not provided in the information, the dataset is expected to be updated annually. The scope is limited to products listed on the Amazon.com platform.
License
CC BY-SA 4.0
Who Can Use It
- Market Researchers: To analyse product trends, brand performance, and competitive landscapes in online toy retail.
- Data Scientists and Analysts: For building predictive models, recommendation systems, or performing natural language processing on review and Q&A data.
- E-commerce Businesses: To gain insights into product categorisation, pricing strategies, and customer engagement on a major online marketplace.
- Academic Researchers: For studies in consumer behaviour, digital marketing, or large-scale data analysis from e-commerce platforms.
Dataset Name Suggestions
- Amazon Toy Product Insights
- E-commerce Toy Data from Amazon
- Amazon Toy Market Analysis Dataset
- Online Toy Product Dataset
- PromptCloud Amazon Toys
Attributes
Original Data Source: Amazon Toy Market Analysis Dataset
QUALITY