metadata
license: cc-by-4.0
tags:
- reviews
- walmart
- dataset
- reviews data
- text data
task_categories:
- text-classification
- text-generation
🛒 Walmart Product Reviews Dataset (6.7K Records)
This dataset contains 6,700+ structured customer reviews from Walmart.com. Each entry includes product-level metadata along with review details, making it ideal for small-scale machine learning models, sentiment analysis, and ecommerce insights.
📑 Dataset Fields
| Column | Description |
|---|---|
url |
Direct product page URL |
name |
Product name/title |
sku |
Product SKU (Stock Keeping Unit) |
price |
Product price (numeric, USD) |
currency |
Currency code (e.g., USD) |
avg_rating |
Average product rating (float) |
reviews_count |
Total number of reviews for the product |
review_title |
Title of the customer review |
reviewed_at |
Timestamp of review publication |
description |
Product description text |
rating |
Star rating provided by the reviewer (1–5) |
author |
Reviewer’s username or display name |
🔍 Ideal For
- Exploratory data analysis
- Sentiment classification on small datasets
- Product review summarization
- Retail customer feedback modeling
- Educational ML/NLP projects
📁 Format
- CSV file
- UTF-8 encoded
- Cleaned and normalized
- One row per customer review
📌 Notes
- Focused on a subset of Walmart’s product catalog
- Ratings and timestamps reflect real purchase feedback
📬 Credits
This dataset is provided by CrawlFeeds as part of its collection of structured ecommerce datasets for AI and analytics.
Explore more datasets: https://crawlfeeds.com
🔖 Tags
walmart reviews, retail dataset, customer feedback, ecommerce data, product ratings, review dataset, nlp reviews, csv dataset, machine learning data