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README.md
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- reviews
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- walmart
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- dataset
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- reviews
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- walmart
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- dataset
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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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---
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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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---
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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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---
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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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---
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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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---
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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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---
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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`
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