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---
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.
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## 📑 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 |
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## 🔍 Ideal For
- Exploratory data analysis
- Sentiment classification on small datasets
- Product review summarization
- Retail customer feedback modeling
- Educational ML/NLP projects
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## 📁 Format
- **CSV** file
- UTF-8 encoded
- Cleaned and normalized
- One row per customer review
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## 📌 Notes
- Focused on a subset of Walmart’s product catalog
- Ratings and timestamps reflect real purchase feedback
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## 📬 Credits
This dataset is provided by [CrawlFeeds](https://crawlfeeds.com) as part of its collection of structured ecommerce datasets for AI and analytics.
Explore more datasets: [https://crawlfeeds.com](https://crawlfeeds.com)
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## 🔖 Tags
`walmart reviews`, `retail dataset`, `customer feedback`, `ecommerce data`, `product ratings`, `review dataset`, `nlp reviews`, `csv dataset`, `machine learning data` |