Market Insights and Pricing Analysis of Perfume Listings from eBay
Dataset Description
Dataset Description
The Perfume E-Commerce Dataset 2024 provides detailed information on 2000 perfume listings collected from eBay, divided into two CSV files for men’s and women’s perfumes (1000 entries each). The dataset captures key aspects of the online perfume market, including pricing, availability, sales volume, and geographic distribution.
This dataset enables analysis of consumer behavior, pricing strategies, and market trends within the fragrance industry. It is well-suited for exploratory data analysis (EDA), business intelligence, and machine learning applications such as price prediction and demand forecasting.
Key Features
- Contains 2000 perfume listings from eBay
- Separate datasets for men’s and women’s perfumes
- Includes pricing, availability, and sales data
- Provides geographic information for market distribution analysis
- Suitable for EDA, regression, and business analytics
- Clean and structured for quick analysis
About Columns
| Column Name | Description |
|---|---|
| brand | The brand of the perfume. |
| title | Title of the product listing, often including key details. |
| type | Type of perfume (e.g., Eau de Parfum, Eau de Toilette). |
| price | Numerical price of the product. |
| priceWithCurrency | Price along with currency symbol. |
| available | Number of units currently available. |
| availableText | Text-based description of availability status. |
| sold | Number of units sold. |
| lastUpdated | Timestamp indicating when the listing was last updated. |
| itemLocation | Geographic location of the item listing. |
Related Datasets
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Perfume E-Commerce Dataset
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Fur Banning
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