2024 Best-Selling Sunglasses On Amazon 🕶️

Dataset Description

Overview:

This dataset presents a curated collection of 2024's best-selling sunglasses on Amazon, capturing key details of 260 unique products. Each entry provides insights into the product title, associated brand, a brief description (where available), the pricing currency and value, average customer ratings, and the total count of reviews. This dataset offers a snapshot of consumer preferences and market trends in the eyewear category, specifically focusing on sunglasses.

Data Science and Machine Learning Applications:

Although compact, this dataset holds significant potential for various data science and machine learning projects. Applications include:

• Market Trend Analysis: Understanding seasonal trends, brand popularity, and consumer preferences within the eyewear category.
• Sentiment Analysis: By integrating with review texts (not included in this dataset but can be fetched using product identifiers), one can gauge customer sentiment towards different products or brands.
• Price Optimization Models: Analyzing the relationship between price points, customer ratings, and sales performance to inform pricing strategies.
• Recommendation Systems: Developing personalized eyewear recommendations based on user preferences and product features.

Given the dataset's size, it's particularly well-suited for exploratory data analysis (EDA), hypothesis testing, and as a teaching tool for data preprocessing techniques.

Ethically Mined Data:

This dataset was responsibly compiled, adhering to public data usage policies and ethical considerations. It does not contain personal information or sensitive data, focusing solely on publicly available product information.

Acknowledgements:

We extend our gratitude to Amazon for maintaining a transparent and accessible platform, allowing for the aggregation of consumer product data which serves as a foundation for market research and educational projects.

Image Acknowledgement:

The dataset includes product titles and brands that correspond to actual products listed on Amazon. For instance, the "ATTCL Polarized Wrap Sunglasses For Men - Fishing Driving Sport Glasses" can be found here. Please note that the dataset itself does not include images, and the link provided is for reference and acknowledgment purposes only.