Update README.md

README.md

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 - en
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 - n<1K
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+---
+
+# 🗂️ Stop Slop Dataset
+
+This is a dataset scraped from multiple news and entertainment websites.  
+Each entry is labeled as `Slop` or `Non-Slop` depending on content quality.
+
+## 📄 Dataset Details
+
+- **Website**: Source domain (e.g., NY Times, BBC)
+- **Title**: Title of the page
+- **URL**: Direct link
+- **Domain**: News, Lifestyle, etc.
+- **Slop**: Label (`Slop` / `Non-Slop`)
+- **Content**: Cleaned text from the HTML (for the version with the raw html check [stop-slop-data-html](https://huggingface.co/datasets/elalber2000/stop-slop-data-html))
+
+## 📊 Dataset Overview
+
+- **963 examples** labeled as `Slop` or `Non-Slop`.
+
+## 🛠️ Scraping and Preprocessing
+
+This is part of the [stop-slop project](https://github.com/elalber2000/stop_slop)
+The code used for scraping and cleaning this dataset is available [here](https://github.com/elalber2000/stop_slop/tree/main/src/scrapping).
+
+## 📜 License
+
+Distributed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
+
+## 🚀 Usage Example
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("elalber2000/stop-slop-data")
+```