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