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Market Basket Analysis Dataset - Costco
E-commerce & Online Transactions
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Free
About
This dataset provides a detailed collection of grocery data scraped from Costco's online marketplace. It is designed to facilitate market basket analysis, enable product recommendations, and support store optimisation efforts. The dataset offers insights into product characteristics, pricing, and customer feedback for a wide array of grocery items.
Columns
- Sub Category: Categorises grocery items into specific subcategories, aiding in detailed analysis and organisation. Examples include Snacks and Pantry & Dry Goods.
- Price: Represents the monetary value or retail price of each grocery item in the specified currency.
- Discount: Reflects any promotional offers or discounts applied to the grocery items, providing insights into pricing strategies. The majority of items have no discount.
- Rating: Indicates customer satisfaction or perceived product quality based on user ratings, offering a measure of the overall value of the grocery item. A significant portion of entries have no reviews or are null.
- Title: Provides a concise name or title for each grocery item, serving as a clear identifier.
- Currency: Specifies the currency in which prices are denominated, ensuring proper interpretation and comparison of monetary values. The most common currency is '$'.
- Feature: Includes unique attributes or selling points of the grocery item, offering additional details.
- Product Description: Offers a detailed textual account of the grocery item, including specifications, uses, and other relevant information not captured elsewhere.
Distribution
The dataset is available as a CSV file named
GroceryDataset.csv, with a file size of 1.53 MB. It consists of 8 columns. The dataset contains 1757 valid records for most key columns like Sub Category, Discount, and Title, while Price has 1754 valid records and Rating has 682 valid records.Usage
This dataset is ideal for:
- Conducting market basket analysis to understand purchasing patterns.
- Developing product recommendation systems for online shoppers.
- Implementing store optimisation strategies based on product data.
- Performing exploratory data analysis and data visualisation of grocery trends.
Coverage
The data is sourced from Costco's online marketplace, focusing on grocery items. No specific geographic regions, time ranges, or demographic details are provided within the dataset itself.
License
Attribution 4.0 International (CC BY 4.0)
Who Can Use It
- Data Analysts for market basket analysis and sales forecasting.
- E-commerce Strategists for optimising product listings and promotional campaigns.
- Retail Managers seeking insights into customer preferences and store performance.
- Machine Learning Engineers developing recommendation engines.
Dataset Name Suggestions
- Costco Online Grocery Products
- Market Basket Analysis Dataset - Costco
- Grocery Product Data for Recommendations
- Costco E-commerce Grocery Items
- Retail Grocery Data & Insights
Attributes
Original Data Source: Market Basket Analysis Dataset - Costco
QUALITY